BibTeX records: Cristina Conati

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@inproceedings{DBLP:conf/lak/SchuttHNCA24,
  author       = {Anan Sch{\"{u}}tt and
                  Tobias Huber and
                  Jauwairia Nasir and
                  Cristina Conati and
                  Elisabeth Andr{\'{e}}},
  title        = {Does Difficulty even Matter? Investigating Difficulty Adjustment and
                  Practice Behavior in an Open-Ended Learning Task},
  booktitle    = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
                  {LAK} 2024, Kyoto, Japan, March 18-22, 2024},
  pages        = {253--262},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3636555.3636876},
  doi          = {10.1145/3636555.3636876},
  timestamp    = {Mon, 01 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/SchuttHNCA24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04035,
  author       = {Vedant Bahel and
                  Harshinee Sriram and
                  Cristina Conati},
  title        = {Personalizing explanations of AI-driven hints to users' cognitive
                  abilities: an empirical evaluation},
  journal      = {CoRR},
  volume       = {abs/2403.04035},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.04035},
  doi          = {10.48550/ARXIV.2403.04035},
  eprinttype    = {arXiv},
  eprint       = {2403.04035},
  timestamp    = {Wed, 03 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-04035.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/HarisinghaniSCCFJM23,
  author       = {Anuj Harisinghani and
                  Harshinee Sriram and
                  Cristina Conati and
                  Giuseppe Carenini and
                  Thalia Shoshana Field and
                  Hyeju Jang and
                  Gabriel Murray},
  title        = {Classification of Alzheimer's using Deep-learning Methods on Webcam-based
                  Gaze Data},
  journal      = {Proc. {ACM} Hum. Comput. Interact.},
  volume       = {7},
  number       = {{ETRA}},
  pages        = {1--17},
  year         = {2023},
  url          = {https://doi.org/10.1145/3591126},
  doi          = {10.1145/3591126},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pacmhci/HarisinghaniSCCFJM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/YalcinLC23,
  author       = {{\"{O}}zge Nilay Yal{\c{c}}in and
                  S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati},
  title        = {The Impact of Intelligent Pedagogical Agents' Interventions on Student
                  Behavior and Performance in Open-Ended Game Design Environments},
  journal      = {{ACM} Trans. Interact. Intell. Syst.},
  volume       = {13},
  number       = {3},
  pages        = {11:1--11:29},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578523},
  doi          = {10.1145/3578523},
  timestamp    = {Sat, 28 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tiis/YalcinLC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/LalleYC23,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  {\"{O}}zge Nilay Yal{\c{c}}in and
                  Cristina Conati},
  editor       = {Ning Wang and
                  Genaro Rebolledo{-}Mendez and
                  Noboru Matsuda and
                  Olga C. Santos and
                  Vania Dimitrova},
  title        = {How to Repeat Hints: Improving AI-Driven Help in Open-Ended Learning
                  Environments},
  booktitle    = {Artificial Intelligence in Education - 24th International Conference,
                  {AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13916},
  pages        = {760--766},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-36272-9\_68},
  doi          = {10.1007/978-3-031-36272-9\_68},
  timestamp    = {Fri, 04 Aug 2023 15:27:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/LalleYC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/RizzoVALNC23,
  author       = {Matteo Rizzo and
                  Alberto Veneri and
                  Andrea Albarelli and
                  Claudio Lucchese and
                  Marco S. Nobile and
                  Cristina Conati},
  title        = {A Theoretical Framework for {AI} Models Explainability with Application
                  in Biomedicine},
  booktitle    = {{IEEE} Conference on Computational Intelligence in Bioinformatics
                  and Computational Biology, {CIBCB} 2023, Eindhoven, Netherlands, August
                  29-31, 2023},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CIBCB56990.2023.10264877},
  doi          = {10.1109/CIBCB56990.2023.10264877},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cibcb/RizzoVALNC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/SriramCF23,
  author       = {Harshinee Sriram and
                  Cristina Conati and
                  Thalia Shoshana Field},
  editor       = {Elisabeth Andr{\'{e}} and
                  Mohamed Chetouani and
                  Dominique Vaufreydaz and
                  Gale M. Lucas and
                  Tanja Schultz and
                  Louis{-}Philippe Morency and
                  Alessandro Vinciarelli},
  title        = {Classification of Alzheimer's Disease with Deep Learning on Eye-tracking
                  Data},
  booktitle    = {Proceedings of the 25th International Conference on Multimodal Interaction,
                  {ICMI} 2023, Paris, France, October 9-13, 2023},
  pages        = {104--113},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3577190.3614149},
  doi          = {10.1145/3577190.3614149},
  timestamp    = {Mon, 05 Feb 2024 20:29:19 +0100},
  biburl       = {https://dblp.org/rec/conf/icmi/SriramCF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intrs/SzymanskiCAV23,
  author       = {Maxwell Szymanski and
                  Cristina Conati and
                  Vero Vanden Abeele and
                  Katrien Verbert},
  editor       = {Peter Brusilovsky and
                  Marco de Gemmis and
                  Alexander Felfernig and
                  Pasquale Lops and
                  Marco Polignano and
                  Giovanni Semeraro and
                  Martijn C. Willemsen},
  title        = {Designing and Personalising Hybrid Multi-Modal Health Explanations
                  for Lay Users},
  booktitle    = {Proceedings of the 10th Joint Workshop on Interfaces and Human Decision
                  Making for Recommender Systems (IntRS 2023) co-located with 17th {ACM}
                  Conference on Recommender Systems (RecSys 2023), Hybrid Event, Singapore,
                  September 18, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3534},
  pages        = {35--52},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3534/paper3.pdf},
  timestamp    = {Tue, 19 Dec 2023 17:15:12 +0100},
  biburl       = {https://dblp.org/rec/conf/intrs/SzymanskiCAV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iva/HostetterC0ABC23,
  author       = {John Wesley Hostetter and
                  Cristina Conati and
                  Xi Yang and
                  Mark Abdelshiheed and
                  Tiffany Barnes and
                  Min Chi},
  editor       = {Birgit Lugrin and
                  Marc Erich Latoschik and
                  Sebastion von Mammen and
                  Stefan Kopp and
                  Florian P{\'{e}}cune and
                  Catherine Pelachaud},
  title        = {{XAI} to Increase the Effectiveness of an Intelligent Pedagogical
                  Agent},
  booktitle    = {Proceedings of the 23rd {ACM} International Conference on Intelligent
                  Virtual Agents, {IVA} 2023, W{\"{u}}rzburg, Germany, September
                  19-22, 2023},
  pages        = {28:1--28:9},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3570945.3607301},
  doi          = {10.1145/3570945.3607301},
  timestamp    = {Sun, 31 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iva/HostetterC0ABC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/MuraliCA23,
  author       = {Rohit Murali and
                  Cristina Conati and
                  Roger Azevedo},
  title        = {Predicting Co-occurring Emotions in MetaTutor when Combining Eye-Tracking
                  and Interaction Data from Separate User Studies},
  booktitle    = {{LAK} 2023: 13th International Learning Analytics and Knowledge Conference,
                  LAK2023, Arlington, TX, USA, March 13-17, 2023},
  pages        = {388--398},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3576050.3576108},
  doi          = {10.1145/3576050.3576108},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/MuraliCA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/SumerWHDKCSA23,
  author       = {{\"{O}}mer S{\"{u}}mer and
                  Rebekah L. Waikel and
                  Suzanna E. Ledgister Hanchard and
                  Dat Duong and
                  Peter Krawitz and
                  Cristina Conati and
                  Benjamin D. Solomon and
                  Elisabeth Andr{\'{e}}},
  editor       = {Kaivalya Deshpande and
                  Madalina Fiterau and
                  Shalmali Joshi and
                  Zachary C. Lipton and
                  Rajesh Ranganath and
                  I{\~{n}}igo Urteaga and
                  Serene Yeung},
  title        = {Region-based Saliency Explanations on the Recognition of Facial Genetic
                  Syndromes},
  booktitle    = {Machine Learning for Healthcare Conference, {MLHC} 2023, 11-12 August
                  2023, New York, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {219},
  pages        = {712--736},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v219/sumer23a.html},
  timestamp    = {Tue, 20 Feb 2024 15:31:42 +0100},
  biburl       = {https://dblp.org/rec/conf/mlhc/SumerWHDKCSA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02143,
  author       = {Fabio Hellmann and
                  Silvan Mertes and
                  Mohamed Benouis and
                  Alexander Hustinx and
                  Tzung{-}Chien Hsieh and
                  Cristina Conati and
                  Peter Krawitz and
                  Elisabeth Andr{\'{e}}},
  title        = {GANonymization: {A} GAN-based Face Anonymization Framework for Preserving
                  Emotional Expressions},
  journal      = {CoRR},
  volume       = {abs/2305.02143},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.02143},
  doi          = {10.48550/ARXIV.2305.02143},
  eprinttype    = {arXiv},
  eprint       = {2305.02143},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-02143.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13682,
  author       = {Harshinee Sriram and
                  Cristina Conati},
  title        = {Evaluating the overall sensitivity of saliency-based explanation methods},
  journal      = {CoRR},
  volume       = {abs/2306.13682},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.13682},
  doi          = {10.48550/ARXIV.2306.13682},
  eprinttype    = {arXiv},
  eprint       = {2306.13682},
  timestamp    = {Tue, 27 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-13682.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12574,
  author       = {Harshinee Sriram and
                  Cristina Conati and
                  Thalia Shoshana Field},
  title        = {Classification of Alzheimers Disease with Deep Learning on Eye-tracking
                  Data},
  journal      = {CoRR},
  volume       = {abs/2309.12574},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.12574},
  doi          = {10.48550/ARXIV.2309.12574},
  eprinttype    = {arXiv},
  eprint       = {2309.12574},
  timestamp    = {Wed, 27 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-12574.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01934,
  author       = {Anan Sch{\"{u}}tt and
                  Tobias Huber and
                  Jauwairia Nasir and
                  Cristina Conati and
                  Elisabeth Andr{\'{e}}},
  title        = {Does Difficulty even Matter? Investigating Difficulty Adjustment and
                  Practice Behavior in an Open-Ended Learning Task},
  journal      = {CoRR},
  volume       = {abs/2311.01934},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.01934},
  doi          = {10.48550/ARXIV.2311.01934},
  eprinttype    = {arXiv},
  eprint       = {2311.01934},
  timestamp    = {Tue, 07 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-01934.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caeai/KhosraviSCCTKKM22,
  author       = {Hassan Khosravi and
                  Simon Buckingham Shum and
                  Guanliang Chen and
                  Cristina Conati and
                  Yi{-}Shan Tsai and
                  Judy Kay and
                  Simon Knight and
                  Roberto Mart{'{i}}nez{ }Maldonado and
                  Shazia Wasim Sadiq and
                  Dragan Gasevic},
  title        = {Explainable Artificial Intelligence in education},
  journal      = {Comput. Educ. Artif. Intell.},
  volume       = {3},
  pages        = {100074},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.caeai.2022.100074},
  doi          = {10.1016/J.CAEAI.2022.100074},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/caeai/KhosraviSCCTKKM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/MillecampCV22,
  author       = {Martijn Millecamp and
                  Cristina Conati and
                  Katrien Verbert},
  title        = {"Knowing me, knowing you": personalized explanations for
                  a music recommender system},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {32},
  number       = {1-2},
  pages        = {215--252},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11257-021-09304-9},
  doi          = {10.1007/S11257-021-09304-9},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/MillecampCV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/YalcinLC22,
  author       = {{\"{O}}zge Nilay Yal{\c{c}}in and
                  S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati},
  editor       = {Giulio Jacucci and
                  Samuel Kaski and
                  Cristina Conati and
                  Simone Stumpf and
                  Tuukka Ruotsalo and
                  Krzysztof Gajos},
  title        = {An Intelligent Pedagogical Agent to Foster Computational Thinking
                  in Open-Ended Game Design Activities},
  booktitle    = {{IUI} 2022: 27th International Conference on Intelligent User Interfaces,
                  Helsinki, Finland, March 22 - 25, 2022},
  pages        = {633--645},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3490099.3511124},
  doi          = {10.1145/3490099.3511124},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/YalcinLC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iui/2022,
  editor       = {Giulio Jacucci and
                  Samuel Kaski and
                  Cristina Conati and
                  Simone Stumpf and
                  Tuukka Ruotsalo and
                  Krzysztof Gajos},
  title        = {{IUI} 2022: 27th International Conference on Intelligent User Interfaces,
                  Helsinki, Finland, March 22 - 25, 2022},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3490099},
  doi          = {10.1145/3490099},
  isbn         = {978-1-4503-9144-3},
  timestamp    = {Wed, 23 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iui/2022c,
  editor       = {Giulio Jacucci and
                  Samuel Kaski and
                  Cristina Conati and
                  Simone Stumpf and
                  Tuukka Ruotsalo and
                  Krzysztof Gajos},
  title        = {{IUI} 2022: 27th International Conference on Intelligent User Interfaces,
                  Helsinki, Finland, March 22 - 25, 2022 - Companion Volume},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3490100},
  doi          = {10.1145/3490100},
  isbn         = {978-1-4503-9145-0},
  timestamp    = {Wed, 23 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/2022c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07982,
  author       = {Matteo Rizzo and
                  Cristina Conati and
                  Daesik Jang and
                  Hui Hu},
  title        = {Evaluating the Faithfulness of Saliency-based Explanations for Deep
                  Learning Models for Temporal Colour Constancy},
  journal      = {CoRR},
  volume       = {abs/2211.07982},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.07982},
  doi          = {10.48550/ARXIV.2211.07982},
  eprinttype    = {arXiv},
  eprint       = {2211.07982},
  timestamp    = {Wed, 23 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-07982.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14447,
  author       = {Matteo Rizzo and
                  Alberto Veneri and
                  Andrea Albarelli and
                  Claudio Lucchese and
                  Cristina Conati},
  title        = {A Theoretical Framework for {AI} Models Explainability},
  journal      = {CoRR},
  volume       = {abs/2212.14447},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.14447},
  doi          = {10.48550/ARXIV.2212.14447},
  eprinttype    = {arXiv},
  eprint       = {2212.14447},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-14447.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ConatiBPR21,
  author       = {Cristina Conati and
                  Oswald Barral and
                  Vanessa Putnam and
                  Lea Rieger},
  title        = {Toward personalized {XAI:} {A} case study in intelligent tutoring
                  systems},
  journal      = {Artif. Intell.},
  volume       = {298},
  pages        = {103503},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.artint.2021.103503},
  doi          = {10.1016/J.ARTINT.2021.103503},
  timestamp    = {Thu, 12 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ai/ConatiBPR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/BarralLIC21,
  author       = {Oswald Barral and
                  S{\'{e}}bastien Lall{\'{e}} and
                  Alireza Iranpour and
                  Cristina Conati},
  title        = {Effect of Adaptive Guidance and Visualization Literacy on Gaze Attentive
                  Behaviors and Sequential Patterns on Magazine-Style Narrative Visualizations},
  journal      = {{ACM} Trans. Interact. Intell. Syst.},
  volume       = {11},
  number       = {3-4},
  pages        = {28:1--28:46},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447992},
  doi          = {10.1145/3447992},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tiis/BarralLIC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LalleTC21,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Dereck Toker and
                  Cristina Conati},
  title        = {Gaze-Driven Adaptive Interventions for Magazine-Style Narrative Visualizations},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {27},
  number       = {6},
  pages        = {2941--2952},
  year         = {2021},
  url          = {https://doi.org/10.1109/TVCG.2019.2958540},
  doi          = {10.1109/TVCG.2019.2958540},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tvcg/LalleTC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/LalleMCA21,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Rohit Murali and
                  Cristina Conati and
                  Roger Azevedo},
  editor       = {Ido Roll and
                  Danielle S. McNamara and
                  Sergey A. Sosnovsky and
                  Rose Luckin and
                  Vania Dimitrova},
  title        = {Predicting Co-occurring Emotions from Eye-Tracking and Interaction
                  Data in MetaTutor},
  booktitle    = {Artificial Intelligence in Education - 22nd International Conference,
                  {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12748},
  pages        = {241--254},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-78292-4\_20},
  doi          = {10.1007/978-3-030-78292-4\_20},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/LalleMCA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/MillecampCV21,
  author       = {Martijn Millecamp and
                  Cristina Conati and
                  Katrien Verbert},
  editor       = {Dorota Glowacka and
                  Vinayak R. Krishnamurthy},
  title        = {Classifeye: Classification of Personal Characteristics Based on Eye
                  Tracking Data in a Recommender System Interface},
  booktitle    = {Joint Proceedings of the {ACM} {IUI} 2021 Workshops co-located with
                  26th {ACM} Conference on Intelligent User Interfaces {(ACM} {IUI}
                  2021), College Station, United States, April 13-17, 2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2903},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-2903/IUI21WS-HUMANIZE-4.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:10 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/MillecampCV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/LalleYC21,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  {\"{O}}zge Nilay Yal{\c{c}}in and
                  Cristina Conati},
  editor       = {Maren Scheffel and
                  Nia Dowell and
                  Srecko Joksimovic and
                  George Siemens},
  title        = {Combining Data-Driven Models and Expert Knowledge for Personalized
                  Support to Foster Computational Thinking Skills},
  booktitle    = {LAK'21: 11th International Learning Analytics and Knowledge Conference,
                  Irvine, CA, USA, April 12-16, 2021},
  pages        = {375--385},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3448139.3448175},
  doi          = {10.1145/3448139.3448175},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/LalleYC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07555,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati},
  title        = {A Framework to Counteract Suboptimal User-Behaviors in Exploratory
                  Learning Environments: an Application to MOOCs},
  journal      = {CoRR},
  volume       = {abs/2106.07555},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.07555},
  eprinttype    = {arXiv},
  eprint       = {2106.07555},
  timestamp    = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-07555.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07955,
  author       = {Matteo Rizzo and
                  Cristina Conati and
                  Daesik Jang and
                  Hui Hu},
  title        = {Cascading Convolutional Temporal Colour Constancy},
  journal      = {CoRR},
  volume       = {abs/2106.07955},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.07955},
  eprinttype    = {arXiv},
  eprint       = {2106.07955},
  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-07955.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/ConatiLRT20,
  author       = {Cristina Conati and
                  S{\'{e}}bastien Lall{\'{e}} and
                  Md. Abed Rahman and
                  Dereck Toker},
  title        = {Comparing and Combining Interaction Data and Eye-tracking Data for
                  the Real-time Prediction of User Cognitive Abilities in Visualization
                  Tasks},
  journal      = {{ACM} Trans. Interact. Intell. Syst.},
  volume       = {10},
  number       = {2},
  pages        = {12:1--12:41},
  year         = {2020},
  url          = {https://doi.org/10.1145/3301400},
  doi          = {10.1145/3301400},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tiis/ConatiLRT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/LalleC20,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati},
  editor       = {Ig Ibert Bittencourt and
                  Mutlu Cukurova and
                  Kasia Muldner and
                  Rose Luckin and
                  Eva Mill{\'{a}}n},
  title        = {A Data-Driven Student Model to Provide Adaptive Support During Video
                  Watching Across MOOCs},
  booktitle    = {Artificial Intelligence in Education - 21st International Conference,
                  {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12163},
  pages        = {282--295},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-52237-7\_23},
  doi          = {10.1007/978-3-030-52237-7\_23},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/LalleC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/SimsC20,
  author       = {Shane D. Sims and
                  Cristina Conati},
  editor       = {Khiet P. Truong and
                  Dirk Heylen and
                  Mary Czerwinski and
                  Nadia Berthouze and
                  Mohamed Chetouani and
                  Mikio Nakano},
  title        = {A Neural Architecture for Detecting User Confusion in Eye-tracking
                  Data},
  booktitle    = {{ICMI} '20: International Conference on Multimodal Interaction, Virtual
                  Event, The Netherlands, October 25-29, 2020},
  pages        = {15--23},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3382507.3418828},
  doi          = {10.1145/3382507.3418828},
  timestamp    = {Fri, 23 Oct 2020 09:37:36 +0200},
  biburl       = {https://dblp.org/rec/conf/icmi/SimsC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/BarralLGIC20,
  author       = {Oswald Barral and
                  S{\'{e}}bastien Lall{\'{e}} and
                  Grigorii Guz and
                  Alireza Iranpour and
                  Cristina Conati},
  editor       = {Khiet P. Truong and
                  Dirk Heylen and
                  Mary Czerwinski and
                  Nadia Berthouze and
                  Mohamed Chetouani and
                  Mikio Nakano},
  title        = {Eye-Tracking to Predict User Cognitive Abilities and Performance for
                  User-Adaptive Narrative Visualizations},
  booktitle    = {{ICMI} '20: International Conference on Multimodal Interaction, Virtual
                  Event, The Netherlands, October 25-29, 2020},
  pages        = {163--173},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3382507.3418884},
  doi          = {10.1145/3382507.3418884},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmi/BarralLGIC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/Conati20,
  author       = {Cristina Conati},
  editor       = {Maria De Marsico and
                  Gabriella Sanniti di Baja and
                  Ana L. N. Fred},
  title        = {Toward User-adaptive Visualizations},
  booktitle    = {Proceedings of the 9th International Conference on Pattern Recognition
                  Applications and Methods, {ICPRAM} 2020, Valletta, Malta, February
                  22-24, 2020},
  pages        = {7},
  publisher    = {{SCITEPRESS}},
  year         = {2020},
  timestamp    = {Tue, 06 Jun 2023 14:58:01 +0200},
  biburl       = {https://dblp.org/rec/conf/icpram/Conati20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/BarralLC20,
  author       = {Oswald Barral and
                  S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati},
  editor       = {Fabio Patern{\`{o}} and
                  Nuria Oliver and
                  Cristina Conati and
                  Lucio Davide Spano and
                  Nava Tintarev},
  title        = {Understanding the effectiveness of adaptive guidance for narrative
                  visualization: a gaze-based analysis},
  booktitle    = {{IUI} '20: 25th International Conference on Intelligent User Interfaces,
                  Cagliari, Italy, March 17-20, 2020},
  pages        = {1--9},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3377325.3377517},
  doi          = {10.1145/3377325.3377517},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/BarralLC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/SheidinLCTK20,
  author       = {Julia Sheidin and
                  Joel Lanir and
                  Cristina Conati and
                  Dereck Toker and
                  Tsvi Kuflik},
  editor       = {Fabio Patern{\`{o}} and
                  Nuria Oliver and
                  Cristina Conati and
                  Lucio Davide Spano and
                  Nava Tintarev},
  title        = {The effect of user characteristics in time series visualizations},
  booktitle    = {{IUI} '20: 25th International Conference on Intelligent User Interfaces,
                  Cagliari, Italy, March 17-20, 2020},
  pages        = {380--389},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3377325.3377502},
  doi          = {10.1145/3377325.3377502},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/SheidinLCTK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/BarralJNSSCCF20,
  author       = {Oswald Barral and
                  Hyeju Jang and
                  Sally Newton{-}Mason and
                  Sheetal Shajan and
                  Thomas Soroski and
                  Giuseppe Carenini and
                  Cristina Conati and
                  Thalia Shoshana Field},
  editor       = {Finale Doshi{-}Velez and
                  Jim Fackler and
                  Ken Jung and
                  David C. Kale and
                  Rajesh Ranganath and
                  Byron C. Wallace and
                  Jenna Wiens},
  title        = {Non-Invasive Classification of Alzheimer's Disease Using Eye Tracking
                  and Language},
  booktitle    = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
                  2020, 7-8 August 2020, Virtual Event, Durham, NC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {126},
  pages        = {813--841},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v126/barral20a.html},
  timestamp    = {Mon, 30 Nov 2020 08:54:44 +0100},
  biburl       = {https://dblp.org/rec/conf/mlhc/BarralJNSSCCF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Conati20,
  author       = {Cristina Conati},
  editor       = {Tsvi Kuflik and
                  Ilaria Torre and
                  Robin Burke and
                  Cristina Gena},
  title        = {The Eyes Are the Windows to the Mind: Implications for AI-Driven Personalized
                  Interaction},
  booktitle    = {Proceedings of the 28th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2020, Genoa, Italy, July 12-18, 2020},
  pages        = {1},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3340631.3395385},
  doi          = {10.1145/3340631.3395385},
  timestamp    = {Tue, 21 Jul 2020 16:10:20 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Conati20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MillecampHCV20,
  author       = {Martijn Millecamp and
                  Nyi Nyi Htun and
                  Cristina Conati and
                  Katrien Verbert},
  editor       = {Tsvi Kuflik and
                  Ilaria Torre and
                  Robin Burke and
                  Cristina Gena},
  title        = {What's in a User? Towards Personalising Transparency for Music Recommender
                  Interfaces},
  booktitle    = {Proceedings of the 28th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2020, Genoa, Italy, July 12-18, 2020},
  pages        = {173--182},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3340631.3394844},
  doi          = {10.1145/3340631.3394844},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/MillecampHCV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/LalleWC20,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Tiffany Wu and
                  Cristina Conati},
  title        = {Gaze-Driven Links for Magazine Style Narrative Visualizations},
  booktitle    = {31st {IEEE} Visualization Conference, {IEEE} {VIS} 2020 - Short Papers,
                  Virtual Event, USA, October 25-30, 2020},
  pages        = {166--170},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/VIS47514.2020.00040},
  doi          = {10.1109/VIS47514.2020.00040},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/visualization/LalleWC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iui/2020,
  editor       = {Fabio Patern{\`{o}} and
                  Nuria Oliver and
                  Cristina Conati and
                  Lucio Davide Spano and
                  Nava Tintarev},
  title        = {{IUI} '20: 25th International Conference on Intelligent User Interfaces,
                  Cagliari, Italy, March 17-20, 2020},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3377325},
  doi          = {10.1145/3377325},
  isbn         = {978-1-4503-7118-6},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/2020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06434,
  author       = {Shane D. Sims and
                  Cristina Conati},
  title        = {A Neural Architecture for Detecting Confusion in Eye-tracking Data},
  journal      = {CoRR},
  volume       = {abs/2003.06434},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.06434},
  eprinttype    = {arXiv},
  eprint       = {2003.06434},
  timestamp    = {Tue, 17 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-06434.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/TokerCC19,
  author       = {Dereck Toker and
                  Cristina Conati and
                  Giuseppe Carenini},
  title        = {Gaze analysis of user characteristics in magazine style narrative
                  visualizations},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {29},
  number       = {5},
  pages        = {977--1011},
  year         = {2019},
  url          = {https://doi.org/10.1007/s11257-019-09244-5},
  doi          = {10.1007/S11257-019-09244-5},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/TokerCC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/etra/LalleCT19,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati and
                  Dereck Toker},
  editor       = {Krzysztof Krejtz and
                  Bonita Sharif},
  title        = {A gaze-based experimenter platform for designing and evaluating adaptive
                  interventions in information visualizations},
  booktitle    = {Proceedings of the 11th {ACM} Symposium on Eye Tracking Research {\&}
                  Applications, {ETRA} 2019, Denver , CO, USA, June 25-28, 2019},
  pages        = {60:1--60:3},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3314111.3322502},
  doi          = {10.1145/3314111.3322502},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/etra/LalleCT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/LalleC19,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati},
  editor       = {Wai{-}Tat Fu and
                  Shimei Pan and
                  Oliver Brdiczka and
                  Polo Chau and
                  Gaelle Calvary},
  title        = {The role of user differences in customization: a case study in personalization
                  for infovis-based content},
  booktitle    = {Proceedings of the 24th International Conference on Intelligent User
                  Interfaces, {IUI} 2019, Marina del Ray, CA, USA, March 17-20, 2019},
  pages        = {329--339},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3301275.3302283},
  doi          = {10.1145/3301275.3302283},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/LalleC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/MillecampHCV19,
  author       = {Martijn Millecamp and
                  Nyi Nyi Htun and
                  Cristina Conati and
                  Katrien Verbert},
  editor       = {Wai{-}Tat Fu and
                  Shimei Pan and
                  Oliver Brdiczka and
                  Polo Chau and
                  Gaelle Calvary},
  title        = {To explain or not to explain: the effects of personal characteristics
                  when explaining music recommendations},
  booktitle    = {Proceedings of the 24th International Conference on Intelligent User
                  Interfaces, {IUI} 2019, Marina del Ray, CA, USA, March 17-20, 2019},
  pages        = {397--407},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3301275.3302313},
  doi          = {10.1145/3301275.3302313},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/MillecampHCV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/PutnamC19,
  author       = {Vanessa Putnam and
                  Cristina Conati},
  editor       = {Christoph Trattner and
                  Denis Parra and
                  Nathalie Riche},
  title        = {Exploring the Need for Explainable Artificial Intelligence {(XAI)}
                  in Intelligent Tutoring Systems {(ITS)}},
  booktitle    = {Joint Proceedings of the {ACM} {IUI} 2019 Workshops co-located with
                  the 24th {ACM} Conference on Intelligent User Interfaces {(ACM} {IUI}
                  2019), Los Angeles, USA, March 20, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2327},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2327/IUI19WS-ExSS2019-19.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:10 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/PutnamC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/TokerMSBC19,
  author       = {Dereck Toker and
                  R{\'{o}}bert M{\'{o}}ro and
                  Jakub Simko and
                  M{\'{a}}ria Bielikov{\'{a}} and
                  Cristina Conati},
  editor       = {George Angelos Papadopoulos and
                  George Samaras and
                  Stephan Weibelzahl and
                  Dietmar Jannach and
                  Olga C. Santos},
  title        = {Impact of English Reading Comprehension Abilities on Processing Magazine
                  Style Narrative Visualizations and Implications for Personalization},
  booktitle    = {Proceedings of the 27th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2019, Larnaca, Cyprus, June 9-12, 2019},
  pages        = {309--317},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3320435.3320447},
  doi          = {10.1145/3320435.3320447},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/TokerMSBC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11211,
  author       = {Shane D. Sims and
                  Vanessa Putnam and
                  Cristina Conati},
  title        = {Predicting Confusion from Eye-Tracking Data with Recurrent Neural
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1906.11211},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.11211},
  eprinttype    = {arXiv},
  eprint       = {1906.11211},
  timestamp    = {Thu, 27 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-11211.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01379,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Dereck Toker and
                  Cristina Conati},
  title        = {Gaze-Driven Adaptive Interventions for Magazine-Style Narrative Visualizations},
  journal      = {CoRR},
  volume       = {abs/1909.01379},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.01379},
  eprinttype    = {arXiv},
  eprint       = {1909.01379},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-01379.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04464,
  author       = {Vanessa Putnam and
                  Lea Riegel and
                  Cristina Conati},
  title        = {Toward {XAI} for Intelligent Tutoring Systems: {A} Case Study},
  journal      = {CoRR},
  volume       = {abs/1912.04464},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.04464},
  eprinttype    = {arXiv},
  eprint       = {1912.04464},
  timestamp    = {Thu, 02 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-04464.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/solarjla/EcheverriaMSCGC18,
  author       = {Vanessa Echeverr{\'{\i}}a and
                  Roberto Mart{'{i}}nez{ }Maldonado and
                  Simon Buckingham Shum and
                  Katherine Chiluiza and
                  Roger Granda and
                  Cristina Conati},
  title        = {Exploratory versus Explanatory Visual Learning Analytics: Driving
                  Teachers' Attention through Educational Data Storytelling},
  journal      = {J. Learn. Anal.},
  volume       = {5},
  number       = {3},
  year         = {2018},
  url          = {https://doi.org/10.18608/jla.2018.53.6},
  doi          = {10.18608/JLA.2018.53.6},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/solarjla/EcheverriaMSCGC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LalleCA18,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati and
                  Roger Azevedo},
  editor       = {Elisabeth Andr{\'{e}} and
                  Sven Koenig and
                  Mehdi Dastani and
                  Gita Sukthankar},
  title        = {Prediction of Student Achievement Goals and Emotion Valence during
                  Interaction with Pedagogical Agents},
  booktitle    = {Proceedings of the 17th International Conference on Autonomous Agents
                  and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
                  2018},
  pages        = {1222--1231},
  publisher    = {International Foundation for Autonomous Agents and Multiagent Systems
                  Richland, SC, {USA} / {ACM}},
  year         = {2018},
  url          = {http://dl.acm.org/citation.cfm?id=3237881},
  timestamp    = {Sat, 30 Sep 2023 09:34:53 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/LalleCA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/TokerCC18,
  author       = {Dereck Toker and
                  Cristina Conati and
                  Giuseppe Carenini},
  editor       = {Shlomo Berkovsky and
                  Yoshinori Hijikata and
                  Jun Rekimoto and
                  Margaret M. Burnett and
                  Mark Billinghurst and
                  Aaron Quigley},
  title        = {User-adaptive Support for Processing Magazine Style Narrative Visualizations:
                  Identifying User Characteristics that Matter},
  booktitle    = {Proceedings of the 23rd International Conference on Intelligent User
                  Interfaces, {IUI} 2018, Tokyo, Japan, March 07-11, 2018},
  pages        = {199--204},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3172944.3173009},
  doi          = {10.1145/3172944.3173009},
  timestamp    = {Wed, 21 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/TokerCC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/EcheverriaMGCCS18,
  author       = {Vanessa Echeverr{\'{\i}}a and
                  Roberto Mart{'{i}}nez{ }Maldonado and
                  Roger Granda and
                  Katherine Chiluiza and
                  Cristina Conati and
                  Simon Buckingham Shum},
  editor       = {Abelardo Pardo and
                  Kathryn Bartimote{-}Aufflick and
                  Grace Lynch and
                  Simon Buckingham Shum and
                  Rebecca Ferguson and
                  Agathe Merceron and
                  Xavier Ochoa},
  title        = {Driving data storytelling from learning design},
  booktitle    = {Proceedings of the 8th International Conference on Learning Analytics
                  and Knowledge, {LAK} 2018, Sydney, NSW, Australia, March 07-09, 2018},
  pages        = {131--140},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3170358.3170380},
  doi          = {10.1145/3170358.3170380},
  timestamp    = {Mon, 30 Jan 2023 21:01:45 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/EcheverriaMGCCS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00154,
  author       = {Cristina Conati and
                  Kaska Porayska{-}Pomsta and
                  Manolis Mavrikis},
  title        = {{AI} in Education needs interpretable machine learning: Lessons from
                  Open Learner Modelling},
  journal      = {CoRR},
  volume       = {abs/1807.00154},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.00154},
  eprinttype    = {arXiv},
  eprint       = {1807.00154},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-00154.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/FratamicoCKR17,
  author       = {Lauren Fratamico and
                  Cristina Conati and
                  Samad Kardan and
                  Ido Roll},
  title        = {Applying a Framework for Student Modeling in Exploratory Learning
                  Environments: Comparing Data Representation Granularity to Handle
                  Environment Complexity},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {27},
  number       = {2},
  pages        = {320--352},
  year         = {2017},
  url          = {https://doi.org/10.1007/s40593-016-0131-y},
  doi          = {10.1007/S40593-016-0131-Y},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/FratamicoCKR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/LalleTMCA17,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Michelle Taub and
                  Nicholas V. Mudrick and
                  Cristina Conati and
                  Roger Azevedo},
  editor       = {Elisabeth Andr{\'{e}} and
                  Ryan S. Baker and
                  Xiangen Hu and
                  Ma. Mercedes T. Rodrigo and
                  Benedict du Boulay},
  title        = {The Impact of Student Individual Differences and Visual Attention
                  to Pedagogical Agents During Learning with MetaTutor},
  booktitle    = {Artificial Intelligence in Education - 18th International Conference,
                  {AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10331},
  pages        = {149--161},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-61425-0\_13},
  doi          = {10.1007/978-3-319-61425-0\_13},
  timestamp    = {Sat, 30 Sep 2023 09:33:58 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/LalleTMCA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LalleCATM17,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati and
                  Roger Azevedo and
                  Michelle Taub and
                  Nicholas Mudrick},
  editor       = {Xiangen Hu and
                  Tiffany Barnes and
                  Arnon Hershkovitz and
                  Luc Paquette},
  title        = {On the Influence on Learning of Student Compliance with Prompts Fostering
                  Self-Regulated Learning},
  booktitle    = {Proceedings of the 10th International Conference on Educational Data
                  Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2017},
  url          = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_119.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/LalleCATM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ConatiLRT17,
  author       = {Cristina Conati and
                  S{\'{e}}bastien Lall{\'{e}} and
                  Md. Abed Rahman and
                  Dereck Toker},
  editor       = {Carles Sierra},
  title        = {Further Results on Predicting Cognitive Abilities for Adaptive Visualizations},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {1568--1574},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/217},
  doi          = {10.24963/IJCAI.2017/217},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/ConatiLRT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/TokerLC17,
  author       = {Dereck Toker and
                  S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati},
  editor       = {George A. Papadopoulos and
                  Tsvi Kuflik and
                  Fang Chen and
                  Carlos Duarte and
                  Wai{-}Tat Fu},
  title        = {Pupillometry and Head Distance to the Screen to Predict Skill Acquisition
                  During Information Visualization Tasks},
  booktitle    = {Proceedings of the 22nd International Conference on Intelligent User
                  Interfaces, {IUI} 2017, Limassol, Cyprus, March 13-16, 2017},
  pages        = {221--231},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3025171.3025187},
  doi          = {10.1145/3025171.3025187},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/TokerLC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/LalleCC17a,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati and
                  Giuseppe Carenini},
  editor       = {M{\'{a}}ria Bielikov{\'{a}} and
                  Eelco Herder and
                  Federica Cena and
                  Michel C. Desmarais},
  title        = {Impact of Individual Differences on User Experience with a Visualization
                  Interface for Public Engagement},
  booktitle    = {Adjunct Publication of the 25th Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2017, Bratislava, Slovakia, July 09 -
                  12, 2017},
  pages        = {247--252},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3099023.3099055},
  doi          = {10.1145/3099023.3099055},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/LalleCC17a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/TokerC17,
  author       = {Dereck Toker and
                  Cristina Conati},
  editor       = {M{\'{a}}ria Bielikov{\'{a}} and
                  Eelco Herder and
                  Federica Cena and
                  Michel C. Desmarais},
  title        = {Leveraging Pupil Dilation Measures for Understanding Users' Cognitive
                  Load During Visualization Processing},
  booktitle    = {Adjunct Publication of the 25th Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2017, Bratislava, Slovakia, July 09 -
                  12, 2017},
  pages        = {267--270},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3099023.3099059},
  doi          = {10.1145/3099023.3099059},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/TokerC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/LalleCC17,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati and
                  Giuseppe Carenini},
  editor       = {M{\'{a}}ria Bielikov{\'{a}} and
                  Eelco Herder and
                  Federica Cena and
                  Michel C. Desmarais},
  title        = {Impact of Individual Differences on User Experience with a Real-World
                  Visualization Interface for Public Engagement},
  booktitle    = {Proceedings of the 25th Conference on User Modeling, Adaptation and
                  Personalization, {UMAP} 2017, Bratislava, Slovakia, July 09 - 12,
                  2017},
  pages        = {369--370},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3079628.3079634},
  doi          = {10.1145/3079628.3079634},
  timestamp    = {Tue, 06 Nov 2018 16:57:29 +0100},
  biburl       = {https://dblp.org/rec/conf/um/LalleCC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/Conati16,
  author       = {Cristina Conati},
  title        = {Commentary on: "Toward Computer-Based Support of MetaCognitive
                  Skills: a Computational Framework to Coach Self Explanation"},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {26},
  number       = {1},
  pages        = {183--192},
  year         = {2016},
  url          = {https://doi.org/10.1007/s40593-015-0074-8},
  doi          = {10.1007/S40593-015-0074-8},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/Conati16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/ConatiG16,
  author       = {Cristina Conati and
                  Mirela Gutica},
  title        = {Interaction with an Edu-Game: {A} Detailed Analysis of Student Emotions
                  and Judges' Perceptions},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {26},
  number       = {4},
  pages        = {975--1010},
  year         = {2016},
  url          = {https://doi.org/10.1007/s40593-015-0081-9},
  doi          = {10.1007/S40593-015-0081-9},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/ConatiG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/LalleCC16,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati and
                  Giuseppe Carenini},
  title        = {Prediction of individual learning curves across information visualizations},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {26},
  number       = {4},
  pages        = {307--345},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11257-016-9179-5},
  doi          = {10.1007/S11257-016-9179-5},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/LalleCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LalleCC16,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Cristina Conati and
                  Giuseppe Carenini},
  editor       = {Subbarao Kambhampati},
  title        = {Predicting Confusion in Information Visualization from Eye Tracking
                  and Interaction Data},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {2529--2535},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/360},
  timestamp    = {Tue, 20 Aug 2019 16:19:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/LalleCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iva/LalleMTGCA16,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Nicholas V. Mudrick and
                  Michelle Taub and
                  Joseph F. Grafsgaard and
                  Cristina Conati and
                  Roger Azevedo},
  editor       = {David R. Traum and
                  William R. Swartout and
                  Peter Khooshabeh and
                  Stefan Kopp and
                  Stefan Scherer and
                  Anton Leuski},
  title        = {Impact of Individual Differences on Affective Reactions to Pedagogical
                  Agents Scaffolding},
  booktitle    = {Intelligent Virtual Agents - 16th International Conference, {IVA}
                  2016, Los Angeles, CA, USA, September 20-23, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10011},
  pages        = {269--282},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-47665-0\_24},
  doi          = {10.1007/978-3-319-47665-0\_24},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iva/LalleMTGCA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iui/2016,
  editor       = {Jeffrey Nichols and
                  Jalal Mahmud and
                  John O'Donovan and
                  Cristina Conati and
                  Massimo Zancanaro},
  title        = {Proceedings of the 21st International Conference on Intelligent User
                  Interfaces, {IUI} 2016, Sonoma, CA, USA, March 7-10, 2016},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2856767},
  doi          = {10.1145/2856767},
  isbn         = {978-1-4503-4137-0},
  timestamp    = {Sun, 26 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/2016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iui/2016c,
  editor       = {Jeffrey Nichols and
                  Jalal Mahmud and
                  John O'Donovan and
                  Cristina Conati and
                  Massimo Zancanaro},
  title        = {Companion Publication of the 21st International Conference on Intelligent
                  User Interfaces, {IUI} 2016, Sonoma, CA, USA, March 7-10, 2016},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2876456},
  doi          = {10.1145/2876456},
  isbn         = {978-1-4503-4140-0},
  timestamp    = {Sun, 26 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/2016c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GingerichC15,
  author       = {Matthew Gingerich and
                  Cristina Conati},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Constructing Models of User and Task Characteristics from Eye Gaze
                  Data for User-Adaptive Information Highlighting},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {1728--1734},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9485},
  doi          = {10.1609/AAAI.V29I1.9485},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GingerichC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ConatiCTL15,
  author       = {Cristina Conati and
                  Giuseppe Carenini and
                  Dereck Toker and
                  S{\'{e}}bastien Lall{\'{e}}},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Towards User-Adaptive Information Visualization},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {4100--4106},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9775},
  doi          = {10.1609/AAAI.V29I1.9775},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ConatiCTL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ConatiFKR15,
  author       = {Cristina Conati and
                  Lauren Fratamico and
                  Samad Kardan and
                  Ido Roll},
  editor       = {Cristina Conati and
                  Neil T. Heffernan and
                  Antonija Mitrovic and
                  M. Felisa Verdejo},
  title        = {Comparing Representations for Learner Models in Interactive Simulations},
  booktitle    = {Artificial Intelligence in Education - 17th International Conference,
                  {AIED} 2015, Madrid, Spain, June 22-26, 2015. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9112},
  pages        = {74--83},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19773-9\_8},
  doi          = {10.1007/978-3-319-19773-9\_8},
  timestamp    = {Thu, 23 Jun 2022 19:58:27 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/ConatiFKR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/KardanC15,
  author       = {Samad Kardan and
                  Cristina Conati},
  editor       = {Bo Begole and
                  Jinwoo Kim and
                  Kori Inkpen and
                  Woontack Woo},
  title        = {Providing Adaptive Support in an Interactive Simulation for Learning:
                  An Experimental Evaluation},
  booktitle    = {Proceedings of the 33rd Annual {ACM} Conference on Human Factors in
                  Computing Systems, {CHI} 2015, Seoul, Republic of Korea, April 18-23,
                  2015},
  pages        = {3671--3680},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2702123.2702424},
  doi          = {10.1145/2702123.2702424},
  timestamp    = {Fri, 12 Mar 2021 15:27:48 +0100},
  biburl       = {https://dblp.org/rec/conf/chi/KardanC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/LalleTCC15,
  author       = {S{\'{e}}bastien Lall{\'{e}} and
                  Dereck Toker and
                  Cristina Conati and
                  Giuseppe Carenini},
  editor       = {Oliver Brdiczka and
                  Polo Chau and
                  Giuseppe Carenini and
                  Shimei Pan and
                  Per Ola Kristensson},
  title        = {Prediction of Users' Learning Curves for Adaptation while Using an
                  Information Visualization},
  booktitle    = {Proceedings of the 20th International Conference on Intelligent User
                  Interfaces, {IUI} 2015, Atlanta, GA, USA, March 29 - April 01, 2015},
  pages        = {357--368},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2678025.2701376},
  doi          = {10.1145/2678025.2701376},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/LalleTCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BirkTMC15,
  author       = {Max Birk and
                  Dereck Toker and
                  Regan L. Mandryk and
                  Cristina Conati},
  editor       = {Francesco Ricci and
                  Kalina Bontcheva and
                  Owen Conlan and
                  S{\'{e}}amus Lawless},
  title        = {Modeling Motivation in a Social Network Game Using Player-Centric
                  Traits and Personality Traits},
  booktitle    = {User Modeling, Adaptation and Personalization - 23rd International
                  Conference, {UMAP} 2015, Dublin, Ireland, June 29 - July 3, 2015.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9146},
  pages        = {18--30},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-20267-9\_2},
  doi          = {10.1007/978-3-319-20267-9\_2},
  timestamp    = {Mon, 15 Jun 2020 17:09:34 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BirkTMC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aied/2015,
  editor       = {Cristina Conati and
                  Neil T. Heffernan and
                  Antonija Mitrovic and
                  M. Felisa Verdejo},
  title        = {Artificial Intelligence in Education - 17th International Conference,
                  {AIED} 2015, Madrid, Spain, June 22-26, 2015. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9112},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19773-9},
  doi          = {10.1007/978-3-319-19773-9},
  isbn         = {978-3-319-19772-2},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/2015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/ConatiCHST14,
  author       = {Cristina Conati and
                  Giuseppe Carenini and
                  Enamul Hoque and
                  Ben Steichen and
                  Dereck Toker},
  title        = {Evaluating the Impact of User Characteristics and Different Layouts
                  on an Interactive Visualization for Decision Making},
  journal      = {Comput. Graph. Forum},
  volume       = {33},
  number       = {3},
  pages        = {371--380},
  year         = {2014},
  url          = {https://doi.org/10.1111/cgf.12393},
  doi          = {10.1111/CGF.12393},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cgf/ConatiCHST14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/SteichenCC14,
  author       = {Ben Steichen and
                  Cristina Conati and
                  Giuseppe Carenini},
  title        = {Inferring Visualization Task Properties, User Performance, and User
                  Cognitive Abilities from Eye Gaze Data},
  journal      = {{ACM} Trans. Interact. Intell. Syst.},
  volume       = {4},
  number       = {2},
  pages        = {11:1--11:29},
  year         = {2014},
  url          = {https://doi.org/10.1145/2633043},
  doi          = {10.1145/2633043},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tiis/SteichenCC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/CareniniCHSTE14,
  author       = {Giuseppe Carenini and
                  Cristina Conati and
                  Enamul Hoque and
                  Ben Steichen and
                  Dereck Toker and
                  James T. Enns},
  editor       = {Matt Jones and
                  Philippe A. Palanque and
                  Albrecht Schmidt and
                  Tovi Grossman},
  title        = {Highlighting interventions and user differences: informing adaptive
                  information visualization support},
  booktitle    = {{CHI} Conference on Human Factors in Computing Systems, CHI'14, Toronto,
                  ON, Canada - April 26 - May 01, 2014},
  pages        = {1835--1844},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2556288.2557141},
  doi          = {10.1145/2556288.2557141},
  timestamp    = {Tue, 01 Jun 2021 15:21:43 +0200},
  biburl       = {https://dblp.org/rec/conf/chi/CareniniCHSTE14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/JaquesCHA14,
  author       = {Natasha Jaques and
                  Cristina Conati and
                  Jason M. Harley and
                  Roger Azevedo},
  editor       = {Stefan Trausan{-}Matu and
                  Kristy Elizabeth Boyer and
                  Martha E. Crosby and
                  Kitty Panourgia},
  title        = {Predicting Affect from Gaze Data during Interaction with an Intelligent
                  Tutoring System},
  booktitle    = {Intelligent Tutoring Systems - 12th International Conference, {ITS}
                  2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8474},
  pages        = {29--38},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-07221-0\_4},
  doi          = {10.1007/978-3-319-07221-0\_4},
  timestamp    = {Wed, 25 Sep 2019 18:06:32 +0200},
  biburl       = {https://dblp.org/rec/conf/its/JaquesCHA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/KardanRC14,
  author       = {Samad Kardan and
                  Ido Roll and
                  Cristina Conati},
  editor       = {Stefan Trausan{-}Matu and
                  Kristy Elizabeth Boyer and
                  Martha E. Crosby and
                  Kitty Panourgia},
  title        = {The Usefulness of Log Based Clustering in a Complex Simulation Environment},
  booktitle    = {Intelligent Tutoring Systems - 12th International Conference, {ITS}
                  2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8474},
  pages        = {168--177},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-07221-0\_21},
  doi          = {10.1007/978-3-319-07221-0\_21},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/KardanRC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/TokerSGCC14,
  author       = {Dereck Toker and
                  Ben Steichen and
                  Matthew Gingerich and
                  Cristina Conati and
                  Giuseppe Carenini},
  editor       = {Tsvi Kuflik and
                  Oliviero Stock and
                  Joyce Yue Chai and
                  Antonio Kr{\"{u}}ger},
  title        = {Towards facilitating user skill acquisition: identifying untrained
                  visualization users through eye tracking},
  booktitle    = {19th International Conference on Intelligent User Interfaces, {IUI}
                  2014, Haifa, Israel, February 24-27, 2014},
  pages        = {105--114},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2557500.2557524},
  doi          = {10.1145/2557500.2557524},
  timestamp    = {Sat, 30 Sep 2023 09:51:13 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/TokerSGCC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/SteichenWTCC14,
  author       = {Ben Steichen and
                  Michael M. A. Wu and
                  Dereck Toker and
                  Cristina Conati and
                  Giuseppe Carenini},
  editor       = {Vania Dimitrova and
                  Tsvi Kuflik and
                  David Chin and
                  Francesco Ricci and
                  Peter Dolog and
                  Geert{-}Jan Houben},
  title        = {Te, Te, Hi, Hi: Eye Gaze Sequence Analysis for Informing User-Adaptive
                  Information Visualizations},
  booktitle    = {User Modeling, Adaptation, and Personalization - 22nd International
                  Conference, {UMAP} 2014, Aalborg, Denmark, July 7-11, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8538},
  pages        = {183--194},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08786-3\_16},
  doi          = {10.1007/978-3-319-08786-3\_16},
  timestamp    = {Mon, 16 Sep 2019 15:30:01 +0200},
  biburl       = {https://dblp.org/rec/conf/um/SteichenWTCC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/TokerC14,
  author       = {Dereck Toker and
                  Cristina Conati},
  editor       = {Vania Dimitrova and
                  Tsvi Kuflik and
                  David Chin and
                  Francesco Ricci and
                  Peter Dolog and
                  Geert{-}Jan Houben},
  title        = {Eye Tracking to Understand User Differences in Visualization Processing
                  with Highlighting Interventions},
  booktitle    = {User Modeling, Adaptation, and Personalization - 22nd International
                  Conference, {UMAP} 2014, Aalborg, Denmark, July 7-11, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8538},
  pages        = {219--230},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08786-3\_19},
  doi          = {10.1007/978-3-319-08786-3\_19},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/TokerC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/Porayska-PomstaMDCB13,
  author       = {Kaska Porayska{-}Pomsta and
                  Manolis Mavrikis and
                  Sidney K. D'Mello and
                  Cristina Conati and
                  Ryan Shaun Joazeiro de Baker},
  title        = {Knowledge Elicitation Methods for Affect Modelling in Education},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {22},
  number       = {3},
  pages        = {107--140},
  year         = {2013},
  url          = {https://doi.org/10.3233/JAI-130032},
  doi          = {10.3233/JAI-130032},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/Porayska-PomstaMDCB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/ConatiJM13,
  author       = {Cristina Conati and
                  Natasha Jaques and
                  Mary Muir},
  title        = {Understanding Attention to Adaptive Hints in Educational Games: An
                  Eye-Tracking Study},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {23},
  number       = {1-4},
  pages        = {136--161},
  year         = {2013},
  url          = {https://doi.org/10.1007/s40593-013-0002-8},
  doi          = {10.1007/S40593-013-0002-8},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/ConatiJM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/ConatiK13,
  author       = {Cristina Conati and
                  Samad Kardan},
  title        = {Student Modeling: Supporting Personalized Instruction, from Problem
                  Solving to Exploratory Open Ended Activities},
  journal      = {{AI} Mag.},
  volume       = {34},
  number       = {3},
  pages        = {13--26},
  year         = {2013},
  url          = {https://doi.org/10.1609/aimag.v34i3.2483},
  doi          = {10.1609/AIMAG.V34I3.2483},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aim/ConatiK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/RojasKHCNCCD13,
  author       = {David Rojas and
                  Bill Kapralos and
                  Andrew Hogue and
                  Karen Collins and
                  Lennart E. Nacke and
                  Sayra Cristancho and
                  Cristina Conati and
                  Adam Dubrowski},
  title        = {The Effect of Sound on Visual Fidelity Perception in Stereoscopic
                  3-D},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {43},
  number       = {6},
  pages        = {1572--1583},
  year         = {2013},
  url          = {https://doi.org/10.1109/TCYB.2013.2269712},
  doi          = {10.1109/TCYB.2013.2269712},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcyb/RojasKHCNCCD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LiLWC13,
  author       = {Qing Li and
                  Xiangfeng Luo and
                  Liu Wenyin and
                  Cristina Conati},
  title        = {Introduction to the special section on intelligent tutoring and coaching
                  systems},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {4},
  number       = {2},
  pages        = {28:1--28:2},
  year         = {2013},
  url          = {https://doi.org/10.1145/2438653.2438663},
  doi          = {10.1145/2438653.2438663},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/LiLWC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/GuticaC13,
  author       = {Mirela Gutica and
                  Cristina Conati},
  title        = {Student Emotions with an Edu-game: {A} Detailed Analysis},
  booktitle    = {2013 Humaine Association Conference on Affective Computing and Intelligent
                  Interaction, {ACII} 2013, Geneva, Switzerland, September 2-5, 2013},
  pages        = {534--539},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ACII.2013.94},
  doi          = {10.1109/ACII.2013.94},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acii/GuticaC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/BondarevaCFHAB13,
  author       = {Daria Bondareva and
                  Cristina Conati and
                  Reza Feyzi{-}Behnagh and
                  Jason M. Harley and
                  Roger Azevedo and
                  Fran{\c{c}}ois Bouchet},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {Inferring Learning from Gaze Data during Interaction with an Environment
                  to Support Self-Regulated Learning},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {229--238},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_24},
  doi          = {10.1007/978-3-642-39112-5\_24},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/BondarevaCFHAB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/DavoodiKC13,
  author       = {Alireza Davoodi and
                  Samad Kardan and
                  Cristina Conati},
  editor       = {Erin Walker and
                  Chee{-}Kit Looi},
  title        = {Understanding Users' Interaction Behavior with an Intelligent Educational
                  Game: Prime Climb},
  booktitle    = {Proceedings of the Workshops at the 16th International Conference
                  on Artificial Intelligence in Education {AIED} 2013, Memphis, USA,
                  July 9-13, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1009},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-1009/0202.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:42 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/DavoodiKC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/KardanC13,
  author       = {Samad Kardan and
                  Cristina Conati},
  editor       = {Erin Walker and
                  Chee{-}Kit Looi},
  title        = {Evaluation of a Data Mining Approach to Providing Adaptive Support
                  in an Open-Ended Learning Environment: {A} Pilot Study},
  booktitle    = {Proceedings of the Workshops at the 16th International Conference
                  on Artificial Intelligence in Education {AIED} 2013, Memphis, USA,
                  July 9-13, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1009},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-1009/0207.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/KardanC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/TockerCSC13,
  author       = {Dereck Toker and
                  Cristina Conati and
                  Ben Steichen and
                  Giuseppe Carenini},
  editor       = {Wendy E. Mackay and
                  Stephen A. Brewster and
                  Susanne B{\o}dker},
  title        = {Individual user characteristics and information visualization: connecting
                  the dots through eye tracking},
  booktitle    = {2013 {ACM} {SIGCHI} Conference on Human Factors in Computing Systems,
                  {CHI} '13, Paris, France, April 27 - May 2, 2013},
  pages        = {295--304},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2470654.2470696},
  doi          = {10.1145/2470654.2470696},
  timestamp    = {Tue, 01 Jun 2021 15:21:42 +0200},
  biburl       = {https://dblp.org/rec/conf/chi/TockerCSC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DavoodiC13,
  author       = {Alireza Davoodi and
                  Cristina Conati},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Degeneracy in Student Modeling with Dynamic Bayesian Networks in Intelligent
                  Edu-Games},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {220--223},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_32.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/DavoodiC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DavoodiKC13,
  author       = {Alireza Davoodi and
                  Samad Kardan and
                  Cristina Conati},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Mining User's Behaviors in Intelligent Educational Games: Prime Climb
                  a Case Study},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {310--311},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_56.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/DavoodiKC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/HowardJCCB13,
  author       = {Ayanna M. Howard and
                  David Johnson and
                  Cristina Conati and
                  Frederick W. Chen and
                  Nikolaj S. Bj{\o}rner},
  editor       = {Chutima Boonthum{-}Denecke and
                  G. Michael Youngblood},
  title        = {Invited Talk Abstracts},
  booktitle    = {Proceedings of the Twenty-Sixth International Florida Artificial Intelligence
                  Research Society Conference, {FLAIRS} 2013, St. Pete Beach, Florida,
                  USA, May 22-24, 2013},
  publisher    = {{AAAI} Press},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS13/paper/view/7197},
  timestamp    = {Wed, 26 Oct 2022 08:35:16 +0200},
  biburl       = {https://dblp.org/rec/conf/flairs/HowardJCCB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/SteichenCC13,
  author       = {Ben Steichen and
                  Giuseppe Carenini and
                  Cristina Conati},
  editor       = {Jihie Kim and
                  Jeffrey Nichols and
                  Pedro A. Szekely},
  title        = {User-adaptive information visualization: using eye gaze data to infer
                  visualization tasks and user cognitive abilities},
  booktitle    = {18th International Conference on Intelligent User Interfaces, {IUI}
                  2013, Santa Monica, CA, USA, March 19-22, 2013},
  pages        = {317--328},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2449396.2449439},
  doi          = {10.1145/2449396.2449439},
  timestamp    = {Sun, 26 Nov 2023 00:57:51 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/SteichenCC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/CareniniCHS13,
  author       = {Giuseppe Carenini and
                  Cristina Conati and
                  Enamul Hoque and
                  Ben Steichen},
  editor       = {Shlomo Berkovsky and
                  Eelco Herder and
                  Pasquale Lops and
                  Olga C. Santos},
  title        = {User Task Adaptation in Multimedia Presentations},
  booktitle    = {Late-Breaking Results, Project Papers and Workshop Proceedings of
                  the 21st Conference on User Modeling, Adaptation, and Personalization.,
                  Rome, Italy, June 10-14, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {997},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-997/wuav2013\_paper\_02.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:25 +0100},
  biburl       = {https://dblp.org/rec/conf/um/CareniniCHS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ConatiHTS13,
  author       = {Cristina Conati and
                  Enamul Hoque and
                  Dereck Toker and
                  Ben Steichen},
  editor       = {Shlomo Berkovsky and
                  Eelco Herder and
                  Pasquale Lops and
                  Olga C. Santos},
  title        = {When to Adapt: Detecting User's Confusion During Visualization Processing},
  booktitle    = {Late-Breaking Results, Project Papers and Workshop Proceedings of
                  the 21st Conference on User Modeling, Adaptation, and Personalization.,
                  Rome, Italy, June 10-14, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {997},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-997/wuav2013\_paper\_04.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/ConatiHTS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/KardanC13,
  author       = {Samad Kardan and
                  Cristina Conati},
  editor       = {Sandra Carberry and
                  Stephan Weibelzahl and
                  Alessandro Micarelli and
                  Giovanni Semeraro},
  title        = {Comparing and Combining Eye Gaze and Interface Actions for Determining
                  User Learning with an Interactive Simulation},
  booktitle    = {User Modeling, Adaptation, and Personalization - 21th International
                  Conference, {UMAP} 2013, Rome, Italy, June 10-14, 2013, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7899},
  pages        = {215--227},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-38844-6\_18},
  doi          = {10.1007/978-3-642-38844-6\_18},
  timestamp    = {Sun, 02 Jun 2019 21:23:34 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KardanC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/SteichenSCC13,
  author       = {Ben Steichen and
                  Oliver Schmid and
                  Cristina Conati and
                  Giuseppe Carenini},
  editor       = {Shlomo Berkovsky and
                  Eelco Herder and
                  Pasquale Lops and
                  Olga C. Santos},
  title        = {Seeing how you're Looking - Using Real-Time Eye Gaze Data for User-Adaptive
                  Visualization},
  booktitle    = {Late-Breaking Results, Project Papers and Workshop Proceedings of
                  the 21st Conference on User Modeling, Adaptation, and Personalization.,
                  Rome, Italy, June 10-14, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {997},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-997/wuav2013\_paper\_07.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/SteichenSCC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/Conati13,
  author       = {Cristina Conati},
  editor       = {Robert Trappl},
  title        = {Virtual Butler: What Can We Learn from Adaptive User Interfaces?},
  booktitle    = {Your Virtual Butler - The Making-of},
  series       = {Lecture Notes in Computer Science},
  volume       = {7407},
  pages        = {29--41},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-37346-6\_4},
  doi          = {10.1007/978-3-642-37346-6\_4},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/Conati13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/13/NCB2013,
  editor       = {Yukiko I. Nakano and
                  Cristina Conati and
                  Thomas Bader},
  title        = {Eye Gaze in Intelligent User Interfaces},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-1-4471-4784-8},
  doi          = {10.1007/978-1-4471-4784-8},
  isbn         = {978-1-4471-4783-1},
  timestamp    = {Fri, 26 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/13/NCB2013.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/MuirC12,
  author       = {Mary Muir and
                  Cristina Conati},
  editor       = {Stefano A. Cerri and
                  William J. Clancey and
                  Giorgos Papadourakis and
                  Kitty Panourgia},
  title        = {An Analysis of Attention to Student - Adaptive Hints in an Educational
                  Game},
  booktitle    = {Intelligent Tutoring Systems - 11th International Conference, {ITS}
                  2012, Chania, Crete, Greece, June 14-18, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7315},
  pages        = {112--122},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30950-2\_15},
  doi          = {10.1007/978-3-642-30950-2\_15},
  timestamp    = {Sun, 02 Oct 2022 16:10:26 +0200},
  biburl       = {https://dblp.org/rec/conf/its/MuirC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmvr/RojasKCCHCD12,
  author       = {David Rojas and
                  Bill Kapralos and
                  Sayra Cristancho and
                  Karen Collins and
                  Andrew Hogue and
                  Cristina Conati and
                  Adam Dubrowski},
  editor       = {James D. Westwood and
                  Susan W. Westwood and
                  Li Fell{\"{a}}nder{-}Tsai and
                  Randy S. Haluck and
                  Richard A. Robb and
                  Steven Senger and
                  Kirby G. Vosburgh},
  title        = {Developing Effective Serious Games: The Effect of Background Sound
                  on Visual Fidelity Perception with Varying Texture Resolution},
  booktitle    = {Medicine Meets Virtual Reality 19 - NextMed, {MMVR} 2012, Newport
                  Beach, California, USA, February 9-11, 2012},
  series       = {Studies in Health Technology and Informatics},
  volume       = {173},
  pages        = {386--392},
  publisher    = {{IOS} Press},
  year         = {2012},
  url          = {https://doi.org/10.3233/978-1-61499-022-2-386},
  doi          = {10.3233/978-1-61499-022-2-386},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mmvr/RojasKCCHCD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/KardanC12,
  author       = {Samad Kardan and
                  Cristina Conati},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Exploring Gaze Data for Determining User Learning with an Interactive
                  Simulation},
  booktitle    = {User Modeling, Adaptation, and Personalization - 20th International
                  Conference, {UMAP} 2012, Montreal, Canada, July 16-20, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7379},
  pages        = {126--138},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_11},
  doi          = {10.1007/978-3-642-31454-4\_11},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KardanC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/SteichenCC12,
  author       = {Ben Steichen and
                  Giuseppe Carenini and
                  Cristina Conati},
  editor       = {Eelco Herder and
                  Kalina Yacef and
                  Li Chen and
                  Stephan Weibelzahl},
  title        = {Adaptive Information Visualization - Predicting user characteristics
                  and task context from eye gaze},
  booktitle    = {Workshop and Poster Proceedings of the 20th Conference on User Modeling,
                  Adaptation, and Personalization, Montreal, Canada, July 16-20, 2012},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {872},
  publisher    = {CEUR-WS.org},
  year         = {2012},
  url          = {https://ceur-ws.org/Vol-872/umap2012\_poster\_02.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:25 +0100},
  biburl       = {https://dblp.org/rec/conf/um/SteichenCC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/TockerCCH12,
  author       = {Dereck Toker and
                  Cristina Conati and
                  Giuseppe Carenini and
                  Mona Haraty},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Towards Adaptive Information Visualization: On the Influence of User
                  Characteristics},
  booktitle    = {User Modeling, Adaptation, and Personalization - 20th International
                  Conference, {UMAP} 2012, Montreal, Canada, July 16-20, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7379},
  pages        = {274--285},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_23},
  doi          = {10.1007/978-3-642-31454-4\_23},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/TockerCCH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ConatiCHTFF11,
  author       = {Cristina Conati and
                  Giuseppe Carenini and
                  Mona Harati and
                  Dereck Toker and
                  Nicholas FitzGerald and
                  Anna Flagg},
  title        = {User-Adaptive Visualizations: Can Gaze Data Tell Us When a User Needs
                  Them?},
  booktitle    = {Scalable Integration of Analytics and Visualization, Papers from the
                  2011 {AAAI} Workshop, San Francisco, California, USA, August 07, 2011},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-11-17}},
  publisher    = {{AAAI}},
  year         = {2011},
  url          = {http://www.aaai.org/ocs/index.php/WS/AAAIW11/paper/view/3944},
  timestamp    = {Tue, 05 Sep 2023 08:59:27 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ConatiCHTFF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KardanC11,
  author       = {Samad Kardan and
                  Cristina Conati},
  editor       = {Mykola Pechenizkiy and
                  Toon Calders and
                  Cristina Conati and
                  Sebasti{\'{a}}n Ventura and
                  Crist{\'{o}}bal Romero and
                  John C. Stamper},
  title        = {A Framework for Capturing Distinguishing User Interaction Behaviors
                  in Novel Interfaces},
  booktitle    = {Proceedings of the 4th International Conference on Educational Data
                  Mining, Eindhoven, The Netherlands, July 6-8, 2011},
  pages        = {159--168},
  publisher    = {www.educationaldatamining.org},
  year         = {2011},
  url          = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper19\_full\_Kardan.pdf},
  timestamp    = {Tue, 23 Aug 2022 09:19:48 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/KardanC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/NakanoCB11,
  author       = {Yukiko I. Nakano and
                  Cristina Conati and
                  Thomas Bader},
  editor       = {Pearl Pu and
                  Michael J. Pazzani and
                  Elisabeth Andr{\'{e}} and
                  Doug Riecken},
  title        = {2nd workshop on eye gaze in intelligent human machine interaction},
  booktitle    = {Proceedings of the 16th International Conference on Intelligent User
                  Interfaces, {IUI} 2011, Palo Alto, CA, USA, February 13-16, 2011},
  pages        = {479--480},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/1943403.1943510},
  doi          = {10.1145/1943403.1943510},
  timestamp    = {Sat, 30 Sep 2023 09:51:13 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/NakanoCB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MuirC11,
  author       = {Mary Muir and
                  Cristina Conati},
  editor       = {Liliana Ardissono and
                  Tsvi Kuflik},
  title        = {Understanding Student Attention to Adaptive Hints with Eye-Tracking},
  booktitle    = {Advances in User Modeling - {UMAP} 2011 Workshops, Girona, Spain,
                  July 11-15, 2011, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7138},
  pages        = {148--160},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-28509-7\_15},
  doi          = {10.1007/978-3-642-28509-7\_15},
  timestamp    = {Sat, 19 Oct 2019 20:27:24 +0200},
  biburl       = {https://dblp.org/rec/conf/um/MuirC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2011,
  editor       = {Mykola Pechenizkiy and
                  Toon Calders and
                  Cristina Conati and
                  Sebasti{\'{a}}n Ventura and
                  Crist{\'{o}}bal Romero and
                  John C. Stamper},
  title        = {Proceedings of the 4th International Conference on Educational Data
                  Mining, Eindhoven, The Netherlands, July 6-8, 2011},
  publisher    = {www.educationaldatamining.org},
  year         = {2011},
  isbn         = {978-90-386-2537-9},
  timestamp    = {Tue, 23 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/2011.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/MuldnerC10,
  author       = {Kasia Muldner and
                  Cristina Conati},
  title        = {Scaffolding Meta-Cognitive Skills for Effective Analogical Problem
                  Solving via Tailored Example Selection},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {20},
  number       = {2},
  pages        = {99--136},
  year         = {2010},
  url          = {https://doi.org/10.3233/JAI-2010-0004},
  doi          = {10.3233/JAI-2010-0004},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/MuldnerC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BernardiniC10,
  author       = {Andrea Bernardini and
                  Cristina Conati},
  editor       = {Vincent Aleven and
                  Judy Kay and
                  Jack Mostow},
  title        = {Discovering and Recognizing Student Interaction Patterns in Exploratory
                  Learning Environments},
  booktitle    = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
                  2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6094},
  pages        = {125--134},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13388-6\_17},
  doi          = {10.1007/978-3-642-13388-6\_17},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BernardiniC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Conati10,
  author       = {Cristina Conati},
  editor       = {Roger Nkambou and
                  Jacqueline Bourdeau and
                  Riichiro Mizoguchi},
  title        = {Bayesian Student Modeling},
  booktitle    = {Advances in Intelligent Tutoring Systems},
  volume       = {308},
  pages        = {281--299},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-14363-2\_14},
  doi          = {10.1007/978-3-642-14363-2\_14},
  timestamp    = {Tue, 16 May 2017 14:24:37 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Conati10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/BuntCM09,
  author       = {Andrea Bunt and
                  Cristina Conati and
                  Joanna McGrenere},
  title        = {Mixed-Initiative Interface Personalization as a Case Study in Usable
                  {AI}},
  journal      = {{AI} Mag.},
  volume       = {30},
  number       = {4},
  pages        = {58--64},
  year         = {2009},
  url          = {https://doi.org/10.1609/aimag.v30i4.2264},
  doi          = {10.1609/AIMAG.V30I4.2264},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aim/BuntCM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/ConatiM09,
  author       = {Cristina Conati and
                  Heather Maclaren},
  title        = {Empirically building and evaluating a probabilistic model of user
                  affect},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {19},
  number       = {3},
  pages        = {267--303},
  year         = {2009},
  url          = {https://doi.org/10.1007/s11257-009-9062-8},
  doi          = {10.1007/S11257-009-9062-8},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/ConatiM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/GrossbergVCGC09,
  author       = {Stephen Grossberg and
                  Kurt VanLehn and
                  Cristina Conati and
                  Arthur C. Graesser and
                  John C. Cherniavsky},
  title        = {Invited Speaker Abstracts},
  booktitle    = {Cognitive and Metacognitive Educational Systems, Papers from the 2009
                  {AAAI} Fall Symposium, Arlington, Virginia, USA, November 5-7, 2009},
  series       = {{AAAI} Technical Report},
  volume       = {{FS-09-02}},
  publisher    = {{AAAI}},
  year         = {2009},
  url          = {http://aaai.org/ocs/index.php/FSS/FSS09/paper/view/1033},
  timestamp    = {Thu, 26 Sep 2013 15:58:13 +0200},
  biburl       = {https://dblp.org/rec/conf/aaaifs/GrossbergVCGC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ConatiM09,
  author       = {Cristina Conati and
                  Micheline Manske},
  editor       = {Vania Dimitrova and
                  Riichiro Mizoguchi and
                  Benedict du Boulay and
                  Arthur C. Graesser},
  title        = {Adaptive Feedback in an Educational Game for Number Factorization},
  booktitle    = {Artificial Intelligence in Education: Building Learning Systems that
                  Care: From Knowledge Representation to Affective Modelling, Proceedings
                  of the 14th International Conference on Artificial Intelligence in
                  Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {200},
  pages        = {581--583},
  publisher    = {{IOS} Press},
  year         = {2009},
  url          = {https://doi.org/10.3233/978-1-60750-028-5-581},
  doi          = {10.3233/978-1-60750-028-5-581},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/ConatiM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ConatiM09a,
  author       = {Cristina Conati and
                  Tanja Mitrovic},
  editor       = {Vania Dimitrova and
                  Riichiro Mizoguchi and
                  Benedict du Boulay and
                  Arthur C. Graesser},
  title        = {Closing the Affective Loop in Intelligent Learning Environments},
  booktitle    = {Artificial Intelligence in Education: Building Learning Systems that
                  Care: From Knowledge Representation to Affective Modelling, Proceedings
                  of the 14th International Conference on Artificial Intelligence in
                  Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {200},
  pages        = {810},
  publisher    = {{IOS} Press},
  year         = {2009},
  url          = {https://doi.org/10.3233/978-1-60750-028-5-810},
  doi          = {10.3233/978-1-60750-028-5-810},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/ConatiM09a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/HernandezSC09,
  author       = {Yasm{\'{\i}}n Hern{\'{a}}ndez and
                  Luis Enrique Sucar and
                  Cristina Conati},
  editor       = {H. Chad Lane and
                  Hans W. Guesgen},
  title        = {Incorporating an Affective Behavior Model into an Educational Game},
  booktitle    = {Proceedings of the Twenty-Second International Florida Artificial
                  Intelligence Research Society Conference, May 19-21, 2009, Sanibel
                  Island, Florida, {USA}},
  publisher    = {{AAAI} Press},
  year         = {2009},
  url          = {http://aaai.org/ocs/index.php/FLAIRS/2009/paper/view/134},
  timestamp    = {Wed, 26 Oct 2022 08:35:22 +0200},
  biburl       = {https://dblp.org/rec/conf/flairs/HernandezSC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Conati09,
  author       = {Cristina Conati},
  editor       = {Craig Boutilier},
  title        = {Intelligent Tutoring Systems: New Challenges and Directions},
  booktitle    = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
                  on Artificial Intelligence, Pasadena, California, USA, July 11-17,
                  2009},
  pages        = {2--7},
  year         = {2009},
  url          = {http://ijcai.org/Proceedings/09/Papers/012.pdf},
  timestamp    = {Tue, 20 Aug 2019 16:16:40 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/Conati09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iva/ConatiM09,
  author       = {Cristina Conati and
                  Micheline Manske},
  editor       = {Zs{\'{o}}fia Ruttkay and
                  Michael Kipp and
                  Anton Nijholt and
                  Hannes H{\"{o}}gni Vilhj{\'{a}}lmsson},
  title        = {Evaluating Adaptive Feedback in an Educational Computer Game},
  booktitle    = {Intelligent Virtual Agents, 9th International Conference, {IVA} 2009,
                  Amsterdam, The Netherlands, September 14-16, 2009, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5773},
  pages        = {146--158},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04380-2\_18},
  doi          = {10.1007/978-3-642-04380-2\_18},
  timestamp    = {Tue, 21 Mar 2023 21:01:33 +0100},
  biburl       = {https://dblp.org/rec/conf/iva/ConatiM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ConatiM09,
  author       = {Cristina Conati and
                  Heather Maclaren},
  editor       = {Geert{-}Jan Houben and
                  Gordon I. McCalla and
                  Fabio Pianesi and
                  Massimo Zancanaro},
  title        = {Modeling User Affect from Causes and Effects},
  booktitle    = {User Modeling, Adaptation, and Personalization, 17th International
                  Conference, {UMAP} 2009, formerly {UM} and AH, Trento, Italy, June
                  22-26, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5535},
  pages        = {4--15},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-02247-0\_4},
  doi          = {10.1007/978-3-642-02247-0\_4},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/ConatiM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iui/2009,
  editor       = {Cristina Conati and
                  Mathias Bauer and
                  Nuria Oliver and
                  Daniel S. Weld},
  title        = {Proceedings of the 14th International Conference on Intelligent User
                  Interfaces, {IUI} 2009, Sanibel Island, Florida, USA, February 8-11,
                  2009},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1502650},
  doi          = {10.1145/1502650},
  isbn         = {978-1-60558-168-2},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/2009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iwc/AmershiCCMP08,
  author       = {Saleema Amershi and
                  Giuseppe Carenini and
                  Cristina Conati and
                  Alan K. Mackworth and
                  David Poole},
  title        = {Pedagogy and usability in interactive algorithm visualizations: Designing
                  and evaluating CIspace},
  journal      = {Interact. Comput.},
  volume       = {20},
  number       = {1},
  pages        = {64--96},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.intcom.2007.08.003},
  doi          = {10.1016/J.INTCOM.2007.08.003},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iwc/AmershiCCMP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/avi/ConatiM08,
  author       = {Cristina Conati and
                  Heather Maclaren},
  editor       = {Stefano Levialdi},
  title        = {Exploring the role of individual differences in information visualization},
  booktitle    = {Proceedings of the working conference on Advanced Visual Interfaces,
                  {AVI} 2008, Napoli, Italy, May 28-30, 2008},
  pages        = {199--206},
  publisher    = {{ACM} Press},
  year         = {2008},
  url          = {https://doi.org/10.1145/1385569.1385602},
  doi          = {10.1145/1385569.1385602},
  timestamp    = {Tue, 06 Nov 2018 16:58:14 +0100},
  biburl       = {https://dblp.org/rec/conf/avi/ConatiM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/HernandezSC08,
  author       = {Yasm{\'{\i}}n Hern{\'{a}}ndez and
                  Luis Enrique Sucar and
                  Cristina Conati},
  editor       = {Beverly Park Woolf and
                  Esma A{\"{\i}}meur and
                  Roger Nkambou and
                  Susanne P. Lajoie},
  title        = {An Affective Behavior Model for Intelligent Tutors},
  booktitle    = {Intelligent Tutoring Systems, 9th International Conference, {ITS}
                  2008, Montreal, Canada, June 23-27, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5091},
  pages        = {819--821},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-69132-7\_118},
  doi          = {10.1007/978-3-540-69132-7\_118},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/HernandezSC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ConatiM07,
  author       = {Cristina Conati and
                  Christina Merten},
  title        = {Eye-tracking for user modeling in exploratory learning environments:
                  An empirical evaluation},
  journal      = {Knowl. Based Syst.},
  volume       = {20},
  number       = {6},
  pages        = {557--574},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.knosys.2007.04.010},
  doi          = {10.1016/J.KNOSYS.2007.04.010},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/ConatiM07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ConatiMAM07,
  author       = {Cristina Conati and
                  Christina Merten and
                  Saleema Amershi and
                  Kasia Muldner},
  title        = {Using Eye-Tracking Data for High-Level User Modeling in Adaptive Interfaces},
  booktitle    = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
                  July 22-26, 2007, Vancouver, British Columbia, Canada},
  pages        = {1614--1617},
  publisher    = {{AAAI} Press},
  year         = {2007},
  url          = {http://www.aaai.org/Library/AAAI/2007/aaai07-257.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ConatiMAM07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adaptive/BuntCC07,
  author       = {Andrea Bunt and
                  Giuseppe Carenini and
                  Cristina Conati},
  editor       = {Peter Brusilovsky and
                  Alfred Kobsa and
                  Wolfgang Nejdl},
  title        = {Adaptive Content Presentation for the Web},
  booktitle    = {The Adaptive Web, Methods and Strategies of Web Personalization},
  series       = {Lecture Notes in Computer Science},
  volume       = {4321},
  pages        = {409--432},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72079-9\_13},
  doi          = {10.1007/978-3-540-72079-9\_13},
  timestamp    = {Sat, 09 Apr 2022 12:47:56 +0200},
  biburl       = {https://dblp.org/rec/conf/adaptive/BuntCC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/RollAABBCHLMMWW07,
  author       = {Ido Roll and
                  Vincent Aleven and
                  Roger Azevedo and
                  Ryan Shaun Joazeiro de Baker and
                  Gautam Biswas and
                  Cristina Conati and
                  Amanda Harris and
                  Rosemary Luckin and
                  Antonija Mitrovic and
                  Tom Murray and
                  Barbara White and
                  Philip H. Winne},
  editor       = {Rosemary Luckin and
                  Kenneth R. Koedinger and
                  Jim E. Greer},
  title        = {Workshop on Metacognition and Self-Regulated Learning in ITSs},
  booktitle    = {Artificial Intelligence in Education, Building Technology Rich Learning
                  Contexts That Work, Proceedings of the 13th International Conference
                  on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007,
                  Los Angeles, California, {USA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {158},
  pages        = {722},
  publisher    = {{IOS} Press},
  year         = {2007},
  timestamp    = {Tue, 21 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/RollAABBCHLMMWW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MuldnerC07,
  author       = {Kasia Muldner and
                  Cristina Conati},
  editor       = {Manuela M. Veloso},
  title        = {Evaluating a Decision-Theoretic Approach to Tailored Example Selection},
  booktitle    = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
                  on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
  pages        = {483--488},
  year         = {2007},
  url          = {http://ijcai.org/Proceedings/07/Papers/076.pdf},
  timestamp    = {Tue, 20 Aug 2019 16:17:11 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/MuldnerC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/AmershiC07,
  author       = {Saleema Amershi and
                  Cristina Conati},
  editor       = {David N. Chin and
                  Michelle X. Zhou and
                  Tessa A. Lau and
                  Angel R. Puerta},
  title        = {Unsupervised and supervised machine learning in user modeling for
                  intelligent learning environments},
  booktitle    = {Proceedings of the 12th International Conference on Intelligent User
                  Interfaces, {IUI} 2007, Honolulu, Hawaii, USA, January 28-31, 2007},
  pages        = {72--81},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1216295.1216315},
  doi          = {10.1145/1216295.1216315},
  timestamp    = {Tue, 06 Nov 2018 11:07:40 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/AmershiC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/BuntCM07,
  author       = {Andrea Bunt and
                  Cristina Conati and
                  Joanna McGrenere},
  editor       = {David N. Chin and
                  Michelle X. Zhou and
                  Tessa A. Lau and
                  Angel R. Puerta},
  title        = {Supporting interface customization using a mixed-initiative approach},
  booktitle    = {Proceedings of the 12th International Conference on Intelligent User
                  Interfaces, {IUI} 2007, Honolulu, Hawaii, USA, January 28-31, 2007},
  pages        = {92--101},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1216295.1216317},
  doi          = {10.1145/1216295.1216317},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/BuntCM07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BuntMC07,
  author       = {Andrea Bunt and
                  Joanna McGrenere and
                  Cristina Conati},
  editor       = {Cristina Conati and
                  Kathleen F. McCoy and
                  Georgios Paliouras},
  title        = {Understanding the Utility of Rationale in a Mixed-Initiative System
                  for {GUI} Customization},
  booktitle    = {User Modeling 2007, 11th International Conference, {UM} 2007, Corfu,
                  Greece, June 25-29, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4511},
  pages        = {147--156},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73078-1\_18},
  doi          = {10.1007/978-3-540-73078-1\_18},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BuntMC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/um/2007,
  editor       = {Cristina Conati and
                  Kathleen F. McCoy and
                  Georgios Paliouras},
  title        = {User Modeling 2007, 11th International Conference, {UM} 2007, Corfu,
                  Greece, June 25-29, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4511},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73078-1},
  doi          = {10.1007/978-3-540-73078-1},
  isbn         = {978-3-540-73077-4},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/2007.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/AmershiC06,
  author       = {Saleema Amershi and
                  Cristina Conati},
  editor       = {Mitsuru Ikeda and
                  Kevin D. Ashley and
                  Tak{-}Wai Chan},
  title        = {Automatic Recognition of Learner Groups in Exploratory Learning Environments},
  booktitle    = {Intelligent Tutoring Systems, 8th International Conference, {ITS}
                  2006, Jhongli, Taiwan, June 26-30, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4053},
  pages        = {463--472},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11774303\_46},
  doi          = {10.1007/11774303\_46},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/AmershiC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/MertenC06,
  author       = {Christina Merten and
                  Cristina Conati},
  editor       = {C{\'{e}}cile Paris and
                  Candace L. Sidner},
  title        = {Eye-tracking to model and adapt to user meta-cognition in intelligent
                  learning environments},
  booktitle    = {Proceedings of the 11th International Conference on Intelligent User
                  Interfaces, {IUI} 2006, Sydney, Australia, January 29 - February 1,
                  2006},
  pages        = {39--46},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1111449.1111465},
  doi          = {10.1145/1111449.1111465},
  timestamp    = {Tue, 06 Nov 2018 11:07:41 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/MertenC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ManskeC05,
  author       = {Micheline Manske and
                  Cristina Conati},
  editor       = {Chee{-}Kit Looi and
                  Gordon I. McCalla and
                  Bert Bredeweg and
                  Joost Breuker},
  title        = {Modelling Learning in an Educational Game},
  booktitle    = {Artificial Intelligence in Education - Supporting Learning through
                  Intelligent and Socially Informed Technology, Proceedings of the 12th
                  International Conference on Artificial Intelligence in Education,
                  {AIED} 2005, July 18-22, 2005, Amsterdam, The Netherlands},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {125},
  pages        = {411--418},
  publisher    = {{IOS} Press},
  year         = {2005},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=1336},
  timestamp    = {Tue, 13 Mar 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/ManskeC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ConatiR05,
  author       = {Cristina Conati and
                  Sowmya Ramachandran},
  editor       = {Chee{-}Kit Looi and
                  Gordon I. McCalla and
                  Bert Bredeweg and
                  Joost Breuker},
  title        = {Workshop on Educational Games as Intelligent Learning Environments},
  booktitle    = {Artificial Intelligence in Education - Supporting Learning through
                  Intelligent and Socially Informed Technology, Proceedings of the 12th
                  International Conference on Artificial Intelligence in Education,
                  {AIED} 2005, July 18-22, 2005, Amsterdam, The Netherlands},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {125},
  pages        = {1001},
  publisher    = {{IOS} Press},
  year         = {2005},
  timestamp    = {Fri, 13 Feb 2009 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/ConatiR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ConatiBFJLMPPR05,
  author       = {Cristina Conati and
                  Benedict du Boulay and
                  Claude Frasson and
                  W. Lewis Johnson and
                  Rosemary Luckin and
                  Erika Mart{\'{\i}}nez{-}Mir{\'{o}}n and
                  Helen Pain and
                  Kaska Porayska{-}Pomsta and
                  Genaro Rebolledo{-}Mendez},
  editor       = {Chee{-}Kit Looi and
                  Gordon I. McCalla and
                  Bert Bredeweg and
                  Joost Breuker},
  title        = {Motivation and Affect in Educational Software},
  booktitle    = {Artificial Intelligence in Education - Supporting Learning through
                  Intelligent and Socially Informed Technology, Proceedings of the 12th
                  International Conference on Artificial Intelligence in Education,
                  {AIED} 2005, July 18-22, 2005, Amsterdam, The Netherlands},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {125},
  pages        = {1002--1003},
  publisher    = {{IOS} Press},
  year         = {2005},
  timestamp    = {Thu, 26 Mar 2009 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/ConatiBFJLMPPR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iticse/AmershiACCMMP05,
  author       = {Saleema Amershi and
                  N. Arksey and
                  Giuseppe Carenini and
                  Cristina Conati and
                  Alan K. Mackworth and
                  Heather Maclaren and
                  David Poole},
  editor       = {Jos{\'{e}} C. Cunha and
                  William M. Fleischman and
                  Viera K. Proulx and
                  Jo{\~{a}}o Louren{\c{c}}o},
  title        = {Designing CIspace: pedagogy and usability in a learning environment
                  for {AI}},
  booktitle    = {Proceedings of the 10th Annual {SIGCSE} Conference on Innovation and
                  Technology in Computer Science Education, ITiCSE 2005, Caparica, Portugal,
                  June 27-29, 2005},
  pages        = {178--182},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1067445.1067495},
  doi          = {10.1145/1067445.1067495},
  timestamp    = {Wed, 10 Mar 2021 13:17:16 +0100},
  biburl       = {https://dblp.org/rec/conf/iticse/AmershiACCMMP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/ConatiMP05,
  author       = {Cristina Conati and
                  Stacy Marsella and
                  Ana Paiva},
  editor       = {Robert St. Amant and
                  John Riedl and
                  Anthony Jameson},
  title        = {Affective interactions: the computer in the affective loop},
  booktitle    = {Proceedings of the 10th International Conference on Intelligent User
                  Interfaces, {IUI} 2005, San Diego, California, USA, January 10-13,
                  2005},
  pages        = {7},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1040830.1040838},
  doi          = {10.1145/1040830.1040838},
  timestamp    = {Fri, 17 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/ConatiMP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/metacognition/MuldnerC05,
  author       = {Kasia Muldner and
                  Cristina Conati},
  editor       = {Mike Anderson and
                  Tim Oates},
  title        = {Providing adaptive support for meta-cognitive skills to improve learning},
  booktitle    = {2005 {AAAI} Spring Symposium on Metacognition in Computation, March
                  21-23 2005, Stanford, California, {USA}},
  series       = {{AAAI} Technical Report},
  volume       = {{SS-05-04}},
  pages        = {86--91},
  publisher    = {{AAAI} Press},
  year         = {2005},
  timestamp    = {Sun, 16 Oct 2022 14:19:57 +0200},
  biburl       = {https://dblp.org/rec/conf/metacognition/MuldnerC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ConatiM05,
  author       = {Cristina Conati and
                  Heather Maclaren},
  editor       = {Liliana Ardissono and
                  Paul Brna and
                  Antonija Mitrovic},
  title        = {Data-Driven Refinement of a Probabilistic Model of User Affect},
  booktitle    = {User Modeling 2005, 10th International Conference, {UM} 2005, Edinburgh,
                  Scotland, UK, July 24-29, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3538},
  pages        = {40--49},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11527886\_7},
  doi          = {10.1007/11527886\_7},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/ConatiM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MuldnerC05,
  author       = {Kasia Muldner and
                  Cristina Conati},
  editor       = {Liliana Ardissono and
                  Paul Brna and
                  Antonija Mitrovic},
  title        = {Using Similarity to Infer Meta-cognitive Behaviors During Analogical
                  Problem Solving},
  booktitle    = {User Modeling 2005, 10th International Conference, {UM} 2005, Edinburgh,
                  Scotland, UK, July 24-29, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3538},
  pages        = {134--143},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11527886\_18},
  doi          = {10.1007/11527886\_18},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/MuldnerC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ConatiMMT05,
  author       = {Cristina Conati and
                  Christina Merten and
                  Kasia Muldner and
                  David Ternes},
  editor       = {Liliana Ardissono and
                  Paul Brna and
                  Antonija Mitrovic},
  title        = {Exploring Eye Tracking to Increase Bandwidth in User Modeling},
  booktitle    = {User Modeling 2005, 10th International Conference, {UM} 2005, Edinburgh,
                  Scotland, UK, July 24-29, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3538},
  pages        = {357--366},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11527886\_47},
  doi          = {10.1007/11527886\_47},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/ConatiMMT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ads/Conati04,
  author       = {Cristina Conati},
  editor       = {Elisabeth Andr{\'{e}} and
                  Laila Dybkj{\ae}r and
                  Wolfgang Minker and
                  Paul Heisterkamp},
  title        = {How to Evaluate Models of User Affect?},
  booktitle    = {Affective Dialogue Systems, Tutorial and Research Workshop, {ADS}
                  2004, Kloster Irsee, Germany, June 14-16, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3068},
  pages        = {288--300},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24842-2\_30},
  doi          = {10.1007/978-3-540-24842-2\_30},
  timestamp    = {Sat, 30 Sep 2023 09:33:44 +0200},
  biburl       = {https://dblp.org/rec/conf/ads/Conati04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ConatiM04,
  author       = {Cristina Conati and
                  Heather Maclaren},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Evaluating a Probabilistic Model of Student Affect},
  booktitle    = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
                  2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3220},
  pages        = {55--66},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_6},
  doi          = {10.1007/978-3-540-30139-4\_6},
  timestamp    = {Sun, 02 Jun 2019 21:14:19 +0200},
  biburl       = {https://dblp.org/rec/conf/its/ConatiM04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BuntCM04,
  author       = {Andrea Bunt and
                  Cristina Conati and
                  Kasia Muldner},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Scaffolding Self-Explanation to Improve Learning in Exploratory Learning
                  Environments.},
  booktitle    = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
                  2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3220},
  pages        = {656--667},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_62},
  doi          = {10.1007/978-3-540-30139-4\_62},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BuntCM04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/Conati04,
  author       = {Cristina Conati},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Toward Comprehensive Student Models: Modeling Meta-cognitive Skills
                  and Affective States in {ITS}},
  booktitle    = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
                  2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3220},
  pages        = {902},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_114},
  doi          = {10.1007/978-3-540-30139-4\_114},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/Conati04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/FrassonPCGJPABBCCCLLMMNOPPPPSV04,
  author       = {Claude Frasson and
                  Kaska Porayska{-}Pomsta and
                  Cristina Conati and
                  Guy Gouard{\`{e}}res and
                  W. Lewis Johnson and
                  Helen Pain and
                  Elisabeth Andr{\'{e}} and
                  Timothy W. Bickmore and
                  Paul Brna and
                  Isabel Fern{\'{a}}ndez de Castro and
                  Stefano A. Cerri and
                  Cleide Jane Costa and
                  James C. Lester and
                  Christine L. Lisetti and
                  Stacy Marsella and
                  Jack Mostow and
                  Roger Nkambou and
                  Magalie Ochs and
                  Ana Paiva and
                  F{\'{a}}bio Paragua{\c{c}}u and
                  Natalie K. Person and
                  Rosalind W. Picard and
                  Candace L. Sidner and
                  Angel de Vicente},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Workshop on Social and Emotional Intelligence in Learning Environments},
  booktitle    = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
                  2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3220},
  pages        = {913},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_125},
  doi          = {10.1007/978-3-540-30139-4\_125},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/FrassonPCGJPABBCCCLLMMNOPPPPSV04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/ConatiZ04,
  author       = {Cristina Conati and
                  Xiaohong Zhao},
  editor       = {Jean Vanderdonckt and
                  Nuno Jardim Nunes and
                  Charles Rich},
  title        = {Building and evaluating an intelligent pedagogical agent to improve
                  the effectiveness of an educational game},
  booktitle    = {Proceedings of the 9th International Conference on Intelligent User
                  Interfaces, {IUI} 2004, Funchal, Madeira, Portugal, January 13-16,
                  2004},
  pages        = {6--13},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/964442.964446},
  doi          = {10.1145/964442.964446},
  timestamp    = {Tue, 06 Nov 2018 11:07:40 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/ConatiZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/BuntCM04,
  author       = {Andrea Bunt and
                  Cristina Conati and
                  Joanna McGrenere},
  editor       = {Jean Vanderdonckt and
                  Nuno Jardim Nunes and
                  Charles Rich},
  title        = {What role can adaptive support play in an adaptable system?},
  booktitle    = {Proceedings of the 9th International Conference on Intelligent User
                  Interfaces, {IUI} 2004, Funchal, Madeira, Portugal, January 13-16,
                  2004},
  pages        = {117--124},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/964442.964465},
  doi          = {10.1145/964442.964465},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/BuntCM04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/BuntC03,
  author       = {Andrea Bunt and
                  Cristina Conati},
  title        = {Probabilistic Student Modelling to Improve Exploratory Behaviour},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {13},
  number       = {3},
  pages        = {269--309},
  year         = {2003},
  url          = {https://doi.org/10.1023/A:1024733008280},
  doi          = {10.1023/A:1024733008280},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/BuntC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/ZhouC03,
  author       = {Xiaoming Zhou and
                  Cristina Conati},
  editor       = {David B. Leake and
                  W. Lewis Johnson and
                  Elisabeth Andr{\'{e}}},
  title        = {Inferring user goals from personality and behavior in a causal model
                  of user affect},
  booktitle    = {Proceedings of the 8th International Conference on Intelligent User
                  Interfaces, {IUI} 2003, Miami, FL, USA, January 12-15, 2003},
  pages        = {211--218},
  publisher    = {{ACM}},
  year         = {2003},
  timestamp    = {Sat, 30 Sep 2023 09:51:13 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/ZhouC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/Conati02,
  author       = {Cristina Conati},
  title        = {Probabilistic Assessment of User's Emotions in Educational Games},
  journal      = {Appl. Artif. Intell.},
  volume       = {16},
  number       = {7-8},
  pages        = {555--575},
  year         = {2002},
  url          = {https://doi.org/10.1080/08839510290030390},
  doi          = {10.1080/08839510290030390},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aai/Conati02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/CarberryCRGHILOPR02,
  author       = {Sandra Carberry and
                  Cristina Conati and
                  Fiorella de Rosis and
                  Piotr J. Gmytrasiewicz and
                  Eva Hudlicka and
                  Mitsuru Ishizuka and
                  Christine L. Lisetti and
                  Andrew Ortony and
                  Helmut Prendinger and
                  William Revelle},
  title        = {Panel Discussion},
  journal      = {Appl. Artif. Intell.},
  volume       = {16},
  number       = {7-8},
  pages        = {643--670},
  year         = {2002},
  url          = {https://doi.org/10.1080/08839510290030426},
  doi          = {10.1080/08839510290030426},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aai/CarberryCRGHILOPR02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/ConatiGV02,
  author       = {Cristina Conati and
                  Abigail S. Gertner and
                  Kurt VanLehn},
  title        = {Using Bayesian Networks to Manage Uncertainty in Student Modeling},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {12},
  number       = {4},
  pages        = {371--417},
  year         = {2002},
  url          = {https://doi.org/10.1023/A:1021258506583},
  doi          = {10.1023/A:1021258506583},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/ConatiGV02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BuntC02,
  author       = {Andrea Bunt and
                  Cristina Conati},
  editor       = {Stefano A. Cerri and
                  Guy Gouard{\`{e}}res and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Assessing Effective Exploration in Open Learning Environments Using
                  Bayesian Networks},
  booktitle    = {Intelligent Tutoring Systems, 6th International Conference, {ITS}
                  2002, Biarritz, France and San Sebastian, Spain, June 2-7, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2363},
  pages        = {698--707},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-47987-2\_70},
  doi          = {10.1007/3-540-47987-2\_70},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BuntC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ConatiZ02,
  author       = {Cristina Conati and
                  Xiaoming Zhou},
  editor       = {Stefano A. Cerri and
                  Guy Gouard{\`{e}}res and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Modeling Students' Emotions from Cognitive Appraisal in Educational
                  Games},
  booktitle    = {Intelligent Tutoring Systems, 6th International Conference, {ITS}
                  2002, Biarritz, France and San Sebastian, Spain, June 2-7, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2363},
  pages        = {944--954},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-47987-2\_94},
  doi          = {10.1007/3-540-47987-2\_94},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/ConatiZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ConatiC01,
  author       = {Cristina Conati and
                  Giuseppe Carenini},
  editor       = {Bernhard Nebel},
  title        = {Generating Tailored Examples to Support Learning via Self-explanation},
  booktitle    = {Proceedings of the Seventeenth International Joint Conference on Artificial
                  Intelligence, {IJCAI} 2001, Seattle, Washington, USA, August 4-10,
                  2001},
  pages        = {1301--1306},
  publisher    = {Morgan Kaufmann},
  year         = {2001},
  timestamp    = {Tue, 20 Aug 2019 16:18:14 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/ConatiC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/ConatiV01,
  author       = {Cristina Conati and
                  Kurt VanLehn},
  editor       = {Candy L. Sidner and
                  Johanna D. Moore},
  title        = {Providing adaptive support to the understanding of instructional material},
  booktitle    = {Proceedings of the 6th International Conference on Intelligent User
                  Interfaces, {IUI} 2001, Santa Fe, NM, USA, January 14-17, 2001},
  pages        = {41--47},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/359784.360098},
  doi          = {10.1145/359784.360098},
  timestamp    = {Tue, 06 Nov 2018 11:07:40 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/ConatiV01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BuntC01,
  author       = {Andrea Bunt and
                  Cristina Conati},
  editor       = {Mathias Bauer and
                  Piotr J. Gmytrasiewicz and
                  Julita Vassileva},
  title        = {Modeling Exploratory Behaviour},
  booktitle    = {User Modeling 2001, 8th International Conference, {UM} 2001, Sonthofen,
                  Germany, July 13-17, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2109},
  pages        = {219--221},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-44566-8\_26},
  doi          = {10.1007/3-540-44566-8\_26},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BuntC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ConatiV00,
  author       = {Cristina Conati and
                  Kurt VanLehn},
  editor       = {Gilles Gauthier and
                  Claude Frasson and
                  Kurt VanLehn},
  title        = {Further Results from the Evaluation of an Intelligent Computer Tutor
                  to Coach Self-Explanation},
  booktitle    = {Intelligent Tutoring Systems, 5th International Conference, {ITS}
                  2000, Montr{\'{e}}al, Canada, June 19-23, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1839},
  pages        = {304--313},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45108-0\_34},
  doi          = {10.1007/3-540-45108-0\_34},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/ConatiV00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GertnerCV98,
  author       = {Abigail S. Gertner and
                  Cristina Conati and
                  Kurt VanLehn},
  editor       = {Jack Mostow and
                  Chuck Rich},
  title        = {Procedural Help in Andes: Generating Hints Using a Bayesian Network
                  Student Model},
  booktitle    = {Proceedings of the Fifteenth National Conference on Artificial Intelligence
                  and Tenth Innovative Applications of Artificial Intelligence Conference,
                  {AAAI} 98, {IAAI} 98, July 26-30, 1998, Madison, Wisconsin, {USA}},
  pages        = {106--111},
  publisher    = {{AAAI} Press / The {MIT} Press},
  year         = {1998},
  url          = {http://www.aaai.org/Library/AAAI/1998/aaai98-015.php},
  timestamp    = {Tue, 05 Sep 2023 09:10:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GertnerCV98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/Conati93,
  author       = {Cristina Conati},
  editor       = {Pietro Torasso},
  title        = {EFH-Soar: Modeling Education in Highly Interactive Microworlds},
  booktitle    = {Advances in Artificial Intelligence, Third Congress of the Italian
                  Association for Artificial Intelligence, AI*IA'93, Torino, Italy,
                  October 26-28, 1993, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {728},
  pages        = {47--58},
  publisher    = {Springer},
  year         = {1993},
  url          = {https://doi.org/10.1007/3-540-57292-9\_41},
  doi          = {10.1007/3-540-57292-9\_41},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/aiia/Conati93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/avi/SlackC92,
  author       = {Jon M. Slack and
                  Cristina Conati},
  editor       = {Tiziana Catarci and
                  Maria Francesca Costabile and
                  Stefano Levialdi},
  title        = {Encoding Information through Spatial Relations},
  booktitle    = {Advanced Visual Interfaces - Proceedings of the International Workshop,
                  {AVI} 1992, Rome, Italy, May 27-29, 1992},
  series       = {World Scientific Series in Computer Science},
  volume       = {36},
  pages        = {85--99},
  publisher    = {World Scientific},
  year         = {1992},
  timestamp    = {Mon, 13 Mar 2017 16:29:04 +0100},
  biburl       = {https://dblp.org/rec/conf/avi/SlackC92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/ConatiS92,
  author       = {Cristina Conati and
                  Jon M. Slack},
  editor       = {Bernd Neumann},
  title        = {Accessing Information through Graphics},
  booktitle    = {10th European Conference on Artificial Intelligence, {ECAI} 92, Vienna,
                  Austria, August 3-7, 1992. Proceedings},
  pages        = {759--763},
  publisher    = {John Wiley and Sons},
  year         = {1992},
  timestamp    = {Wed, 31 Jul 2019 08:44:58 +0200},
  biburl       = {https://dblp.org/rec/conf/ecai/ConatiS92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigchi/SlackC91,
  author       = {Jon M. Slack and
                  Cristina Conati},
  title        = {Interest Driven Exploration of an Information Space},
  journal      = {{ACM} {SIGCHI} Bull.},
  volume       = {23},
  number       = {4},
  pages        = {88},
  year         = {1991},
  url          = {https://doi.org/10.1145/126729.1056085},
  doi          = {10.1145/126729.1056085},
  timestamp    = {Tue, 22 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigchi/SlackC91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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