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@inproceedings{DBLP:conf/um/BeheshtiD12,
  author       = {Behzad Beheshti and
                  Michel C. Desmarais},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Improving Matrix Factorization Techniques of Student Test Data with
                  Partial Order Constraints},
  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        = {346--350},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_33},
  doi          = {10.1007/978-3-642-31454-4\_33},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BeheshtiD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Berger12,
  author       = {Florian Berger},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Evaluating an Implementation of an Adaptive Game-Based Learning Architecture},
  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        = {351--355},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_34},
  doi          = {10.1007/978-3-642-31454-4\_34},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Berger12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BerkovskyF012,
  author       = {Shlomo Berkovsky and
                  Jill Freyne and
                  Gregory Smith},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Personalized Network Updates: Increasing Social Interactions and Contributions
                  in Social Networks},
  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        = {1--13},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_1},
  doi          = {10.1007/978-3-642-31454-4\_1},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/BerkovskyF012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BohnertZA12,
  author       = {Fabian Bohnert and
                  Ingrid Zukerman and
                  David W. Albrecht},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Realistic Simulation of Museum Visitors' Movements as a Tool for Assessing
                  Sensor-Based User Models},
  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        = {14--25},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_2},
  doi          = {10.1007/978-3-642-31454-4\_2},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BohnertZA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BohnertZL12,
  author       = {Fabian Bohnert and
                  Ingrid Zukerman and
                  Junaidy Laures},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {GECKOmmender: Personalised Theme and Tour Recommendations for Museums},
  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        = {26--37},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_3},
  doi          = {10.1007/978-3-642-31454-4\_3},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BohnertZL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/CenaLO12,
  author       = {Federica Cena and
                  Silvia Likavec and
                  Francesco Osborne},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Property-Based Interest Propagation in Ontology-Based User Model},
  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        = {38--50},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_4},
  doi          = {10.1007/978-3-642-31454-4\_4},
  timestamp    = {Mon, 06 Nov 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/CenaLO12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/DennisMM12,
  author       = {Matt Dennis and
                  Judith Masthoff and
                  Chris Mellish},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Adapting Performance Feedback to a Learner's Conscientiousness},
  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        = {297--302},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_25},
  doi          = {10.1007/978-3-642-31454-4\_25},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/DennisMM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/DesarkarSS12,
  author       = {Maunendra Sankar Desarkar and
                  Roopam Saxena and
                  Sudeshna Sarkar},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Preference Relation Based Matrix Factorization for Recommender Systems},
  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        = {63--75},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_6},
  doi          = {10.1007/978-3-642-31454-4\_6},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/DesarkarSS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/FinnsonZTMC12,
  author       = {John Finnson and
                  Jie Zhang and
                  Thomas T. Tran and
                  Umar Farooq Minhas and
                  Robin Cohen},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {A Framework for Modeling Trustworthiness of Users in Mobile Vehicular
                  Ad-Hoc Networks and Its Validation through Simulated Traffic Flow},
  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        = {76--87},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_7},
  doi          = {10.1007/978-3-642-31454-4\_7},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/FinnsonZTMC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GalanB12,
  author       = {Federico Cirett Gal{\'{a}}n and
                  Carole R. Beal},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {{EEG} Estimates of Engagement and Cognitive Workload Predict Math
                  Problem Solving Outcomes},
  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        = {51--62},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_5},
  doi          = {10.1007/978-3-642-31454-4\_5},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/GalanB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GaoAHY12,
  author       = {Qi Gao and
                  Fabian Abel and
                  Geert{-}Jan Houben and
                  Yong Yu},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {A Comparative Study of Users' Microblogging Behavior on Sina Weibo
                  and Twitter},
  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        = {88--101},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_8},
  doi          = {10.1007/978-3-642-31454-4\_8},
  timestamp    = {Mon, 29 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/GaoAHY12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Ginon12,
  author       = {Blandine Ginon},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Towards a Generic Model for User Assistance},
  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        = {356--360},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_35},
  doi          = {10.1007/978-3-642-31454-4\_35},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Ginon12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GongBR12,
  author       = {Yue Gong and
                  Joseph E. Beck and
                  Carolina Ruiz},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Modeling Multiple Distributions of Student Performances to Improve
                  Predictive Accuracy},
  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        = {102--113},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_9},
  doi          = {10.1007/978-3-642-31454-4\_9},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/GongBR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Guo12,
  author       = {Guibing Guo},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Resolving Data Sparsity and Cold Start in Recommender Systems},
  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        = {361--364},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_36},
  doi          = {10.1007/978-3-642-31454-4\_36},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Guo12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GuoZT12,
  author       = {Guibing Guo and
                  Jie Zhang and
                  Daniel Thalmann},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {A Simple But Effective Method to Incorporate Trusted Neighbors in
                  Recommender Systems},
  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        = {114--125},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_10},
  doi          = {10.1007/978-3-642-31454-4\_10},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/GuoZT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/HannonMOS12,
  author       = {John Hannon and
                  Kevin McCarthy and
                  Michael P. O'Mahony and
                  Barry Smyth},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {A Multi-faceted User Model for Twitter},
  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        = {303--309},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_26},
  doi          = {10.1007/978-3-642-31454-4\_26},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/HannonMOS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Kardan12,
  author       = {Samad Kardan},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Data Mining for Adding Adaptive Interventions to Exploratory and Open-Ended
                  Environments},
  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        = {365--368},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_37},
  doi          = {10.1007/978-3-642-31454-4\_37},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Kardan12.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    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KardanC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/KuflikWCG12,
  author       = {Tsvi Kuflik and
                  Alan J. Wecker and
                  Federica Cena and
                  Cristina Gena},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Evaluating Rating Scales Personality},
  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        = {310--315},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_27},
  doi          = {10.1007/978-3-642-31454-4\_27},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KuflikWCG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/LarizzaZBRBAR12,
  author       = {Melanie Frances Larizza and
                  Ingrid Zukerman and
                  Fabian Bohnert and
                  R. Andrew Russell and
                  Lucy Busija and
                  David W. Albrecht and
                  Gwyn Rees},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Studies to Determine User Requirements Regarding In-Home Monitoring
                  Systems},
  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        = {139--150},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_12},
  doi          = {10.1007/978-3-642-31454-4\_12},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/LarizzaZBRBAR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/LeginusDZ12,
  author       = {Martin Leginus and
                  Peter Dolog and
                  Valdas Zemaitis},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Improving Tensor Based Recommenders with Clustering},
  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        = {151--163},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_13},
  doi          = {10.1007/978-3-642-31454-4\_13},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/LeginusDZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/LehmannLYD12,
  author       = {Janette Lehmann and
                  Mounia Lalmas and
                  Elad Yom{-}Tov and
                  Georges Dupret},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Models of User Engagement},
  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        = {164--175},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_14},
  doi          = {10.1007/978-3-642-31454-4\_14},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/LehmannLYD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Longo12,
  author       = {Luca Longo},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Formalising Human Mental Workload as Non-monotonic Concept for Adaptive
                  and Personalised Web-Design},
  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        = {369--373},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_38},
  doi          = {10.1007/978-3-642-31454-4\_38},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Longo12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MandlF12,
  author       = {Monika Mandl and
                  Alexander Felfernig},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Improving the Performance of Unit Critiquing},
  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        = {176--187},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_15},
  doi          = {10.1007/978-3-642-31454-4\_15},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/MandlF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MustoNLSGBKPC12,
  author       = {Cataldo Musto and
                  Fedelucio Narducci and
                  Pasquale Lops and
                  Giovanni Semeraro and
                  Marco de Gemmis and
                  Mauro Barbieri and
                  Jan H. M. Korst and
                  Verus Pronk and
                  Ramon Clout},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Enhanced Semantic TV-Show Representation for Personalized Electronic
                  Program Guides},
  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        = {188--199},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_16},
  doi          = {10.1007/978-3-642-31454-4\_16},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/MustoNLSGBKPC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/NavalpakkamKLS12,
  author       = {Vidhya Navalpakkam and
                  Ravi Kumar and
                  Lihong Li and
                  D. Sivakumar},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Attention and Selection in Online Choice Tasks},
  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        = {200--211},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_17},
  doi          = {10.1007/978-3-642-31454-4\_17},
  timestamp    = {Mon, 08 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/NavalpakkamKLS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/NunesMLL12,
  author       = {Ingrid Nunes and
                  Simon Miles and
                  Michael Luck and
                  Carlos Jos{\'{e}} Pereira de Lucena},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Investigating Explanations to Justify Choice},
  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        = {212--224},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_18},
  doi          = {10.1007/978-3-642-31454-4\_18},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/NunesMLL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Odic12,
  author       = {Ante Odic},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Detecting, Acquiring and Exploiting Contextual Information in Personalized
                  Services},
  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        = {374--377},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_39},
  doi          = {10.1007/978-3-642-31454-4\_39},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Odic12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Orlandi12,
  author       = {Fabrizio Orlandi},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Multi-source Provenance-aware User Interest Profiling on the Social
                  Semantic Web},
  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        = {378--381},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_40},
  doi          = {10.1007/978-3-642-31454-4\_40},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Orlandi12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/PaquetteLM12,
  author       = {Luc Paquette and
                  Jean{-}Fran{\c{c}}ois Lebeau and
                  Andr{\'{e}} Mayers},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Automating the Modeling of Learners' Erroneous Behaviors in Model-Tracing
                  Tutors},
  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        = {316--321},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_28},
  doi          = {10.1007/978-3-642-31454-4\_28},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PaquetteLM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/PedroBG12,
  author       = {Michael A. Sao Pedro and
                  Ryan Shaun Joazeiro de Baker and
                  Janice D. Gobert},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Improving Construct Validity Yields Better Models of Systematic Inquiry,
                  Even with Less Information},
  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        = {249--260},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_21},
  doi          = {10.1007/978-3-642-31454-4\_21},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PedroBG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Peska12,
  author       = {Ladislav Peska},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {User Feedback and Preferences Mining},
  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        = {382--386},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_41},
  doi          = {10.1007/978-3-642-31454-4\_41},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Peska12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/PizzatoASYKK12,
  author       = {Luiz Augusto Sangoi Pizzato and
                  Joshua Akehurst and
                  Cameron Silvestrini and
                  Kalina Yacef and
                  Irena Koprinska and
                  Judy Kay},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {The Effect of Suspicious Profiles on People Recommenders},
  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        = {225--236},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_19},
  doi          = {10.1007/978-3-642-31454-4\_19},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PizzatoASYKK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/SaidJNP12,
  author       = {Alan Said and
                  Brijnesh J. Jain and
                  Sascha Narr and
                  Till Plumbaum},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Users and Noise: The Magic Barrier of Recommender Systems},
  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        = {237--248},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_20},
  doi          = {10.1007/978-3-642-31454-4\_20},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/SaidJNP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ShanabrookAW12,
  author       = {David H. Shanabrook and
                  Ivon Arroyo and
                  Beverly Park Woolf},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Using Touch as a Predictor of Effort: What the iPad Can Tell Us about
                  User Affective State},
  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        = {322--327},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_29},
  doi          = {10.1007/978-3-642-31454-4\_29},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/ShanabrookAW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ShenBDYB12,
  author       = {Jianqiang Shen and
                  Oliver Brdiczka and
                  Nicolas Ducheneaut and
                  Nicholas Yee and
                  Bo Begole},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Inferring Personality of Online Gamers by Fusing Multiple-View Predictions},
  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        = {261--273},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_22},
  doi          = {10.1007/978-3-642-31454-4\_22},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/ShenBDYB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/TarakciC12,
  author       = {Hilal Tarak{\c{c}}i and
                  Nihan Kesim Cicekli},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Ubiquitous Fuzzy User Modeling for Multi-application Environments
                  by Mining Socially Enhanced Online Traces},
  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        = {387--390},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_42},
  doi          = {10.1007/978-3-642-31454-4\_42},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/TarakciC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/TiroshiK12,
  author       = {Amit Tiroshi and
                  Tsvi Kuflik},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Domain Ranking for Cross Domain Collaborative Filtering},
  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        = {328--333},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_30},
  doi          = {10.1007/978-3-642-31454-4\_30},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/TiroshiK12.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/um/WasingerFKK12,
  author       = {Rainer Wasinger and
                  Michael Fry and
                  Judy Kay and
                  Bob Kummerfeld},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {User Modelling Ecosystems: {A} User-Centred Approach},
  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        = {334--339},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_31},
  doi          = {10.1007/978-3-642-31454-4\_31},
  timestamp    = {Mon, 17 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/WasingerFKK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/WixonBGOB12,
  author       = {Michael Wixon and
                  Ryan Shaun Joazeiro de Baker and
                  Janice D. Gobert and
                  Jaclyn Ocumpaugh and
                  Matthew Bachmann},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {WTF? Detecting Students Who Are Conducting Inquiry Without Thinking
                  Fastidiously},
  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        = {286--296},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_24},
  doi          = {10.1007/978-3-642-31454-4\_24},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/WixonBGOB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Ying12,
  author       = {Annie T. T. Ying},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Facilitating Code Example Search on the Web through Expertise Personalization},
  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        = {391--394},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_43},
  doi          = {10.1007/978-3-642-31454-4\_43},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Ying12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Zapata-Rivera12,
  author       = {Diego Zapata{-}Rivera},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Adaptive Score Reports},
  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        = {340--345},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_32},
  doi          = {10.1007/978-3-642-31454-4\_32},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/Zapata-Rivera12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/um/2012,
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {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},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4},
  doi          = {10.1007/978-3-642-31454-4},
  isbn         = {978-3-642-31453-7},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/2012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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