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@inproceedings{DBLP:conf/um/000121,
  author       = {Christine Bauer},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Multi-Method Evaluation of Adaptive Systems},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {323--325},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3457122},
  doi          = {10.1145/3450613.3457122},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/000121.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/AbdollahpouriMB21,
  author       = {Himan Abdollahpouri and
                  Masoud Mansoury and
                  Robin Burke and
                  Bamshad Mobasher and
                  Edward C. Malthouse},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {User-centered Evaluation of Popularity Bias in Recommender Systems},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {119--129},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456821},
  doi          = {10.1145/3450613.3456821},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/AbdollahpouriMB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/AkhuseyinogluB21,
  author       = {Kamil Akhuseyinoglu and
                  Peter Brusilovsky},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Data-Driven Modeling of Learners' Individual Differences for Predicting
                  Engagement and Success in Online Learning},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {201--212},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456834},
  doi          = {10.1145/3450613.3456834},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/AkhuseyinogluB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/AlmutariO21,
  author       = {Najla Almutari and
                  Rita Orji},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Culture and Health Belief Model: Exploring the Determinants of Physical
                  Activity Among Saudi Adults and the Moderating Effects of Age and
                  Gender},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {138--146},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456826},
  doi          = {10.1145/3450613.3456826},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/AlmutariO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Amyrotos21,
  author       = {Christos Amyrotos},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Adaptive Visualizations for Enhanced Data Understanding and Interpretation},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {291--297},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3459657},
  doi          = {10.1145/3450613.3459657},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Amyrotos21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Deja21,
  author       = {Jordan Aiko Deja},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Adaptive Visualisations Using Spatiotemporal and Heuristic Models
                  to Support Piano Learning},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {286--290},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3459656},
  doi          = {10.1145/3450613.3459656},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Deja21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/FahidTEWBSWMBL21,
  author       = {Fahmid Morshed Fahid and
                  Xiaoyi Tian and
                  Andrew Emerson and
                  Joseph B. Wiggins and
                  Dolly Bounajim and
                  Andy Smith and
                  Eric N. Wiebe and
                  Bradford W. Mott and
                  Kristy Elizabeth Boyer and
                  James C. Lester},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Progression Trajectory-Based Student Modeling for Novice Block-Based
                  Programming},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {189--200},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456833},
  doi          = {10.1145/3450613.3456833},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/FahidTEWBSWMBL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GabboliniB21,
  author       = {Giovanni Gabbolini and
                  Derek Bridge},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Generating Interesting Song-to-Song Segues With Dave},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {98--107},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456819},
  doi          = {10.1145/3450613.3456819},
  timestamp    = {Mon, 25 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/GabboliniB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GabeleWWTH021,
  author       = {Mareike Gabele and
                  Juliane Weicker and
                  Sebastian Wagner and
                  Andrea Thoms and
                  Steffi Hu{\ss}lein and
                  Christian Hansen},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Effects and Ways of Tailored Gamification in Software-Based Training
                  in Cognitive Rehabilitation},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {158--168},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456828},
  doi          = {10.1145/3450613.3456828},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/GabeleWWTH021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GledsonABGYV21,
  author       = {Ann Gledson and
                  Aitor Apaolaza and
                  Sabine Barthold and
                  Franziska G{\"{u}}nther and
                  He Yu and
                  Markel Vigo},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Characterising Student Engagement Modes through Low-Level Activity
                  Patterns},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {88--97},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456818},
  doi          = {10.1145/3450613.3456818},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/GledsonABGYV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/HasanbegovicP21,
  author       = {Emir Hasanbegovic and
                  Veljko Pejovic},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Uncovering Personal and Context-Dependent Display Preferences in Mobile
                  Newsreader App},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {5--13},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456808},
  doi          = {10.1145/3450613.3456808},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/HasanbegovicP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/HassanESM21,
  author       = {Taha Hassan and
                  Bob Edmison and
                  Timothy Stelter and
                  D. Scott McCrickard},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Learning to Trust: Understanding Editorial Authority and Trust in
                  Recommender Systems for Education},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {24--32},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456811},
  doi          = {10.1145/3450613.3456811},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/HassanESM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/HerrmannyT21,
  author       = {Katja Herrmanny and
                  Helma Torkamaan},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Towards a User Integration Framework for Personal Health Decision
                  Support and Recommender Systems},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {65--76},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456816},
  doi          = {10.1145/3450613.3456816},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/HerrmannyT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Ivanova21,
  author       = {Iustina Ivanova},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Climber Behavior Modeling and Recommendation},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {298--303},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3459658},
  doi          = {10.1145/3450613.3459658},
  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Ivanova21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/JannachJJT21,
  author       = {Dietmar Jannach and
                  Mathias Jesse and
                  Michael Jugovac and
                  Christoph Trattner},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Exploring Multi-List User Interfaces for Similar-Item Recommendations},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {224--228},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456809},
  doi          = {10.1145/3450613.3456809},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/JannachJJT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/KaffesSG21,
  author       = {Vassilis Kaffes and
                  Dimitris Sacharidis and
                  Giorgos Giannopoulos},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Model-Agnostic Counterfactual Explanations of Recommendations},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {280--285},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456846},
  doi          = {10.1145/3450613.3456846},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KaffesSG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/KhwajaPFM21,
  author       = {Mohammed Khwaja and
                  Svenja Pieritz and
                  A. Aldo Faisal and
                  Aleksandar Matic},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Personality and Engagement with Digital Mental Health Interventions},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {235--239},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456823},
  doi          = {10.1145/3450613.3456823},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KhwajaPFM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/KobayashiIL21,
  author       = {Akihiro Kobayashi and
                  Yuichi Ishikawa and
                  Roberto Sebastian Legaspi},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Psychographic Matching between a Call Center Agent and a Customer},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {229--234},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456815},
  doi          = {10.1145/3450613.3456815},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KobayashiIL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/LandoniAHMP21,
  author       = {Monica Landoni and
                  Mohammad Aliannejadi and
                  Theo Huibers and
                  Emiliana Murgia and
                  Maria Soledad Pera},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Right Way, Right Time: Towards a Better Comprehension of Young Students'
                  Needs when Looking for Relevant Search Results},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {256--261},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456843},
  doi          = {10.1145/3450613.3456843},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/LandoniAHMP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Liu0L21,
  author       = {Zhuoran Liu and
                  Zhengyu Zhao and
                  Martha A. Larson},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Pivoting Image-based Profiles Toward Privacy: Inhibiting Malicious
                  Profiling with Adversarial Additions},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {267--273},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456832},
  doi          = {10.1145/3450613.3456832},
  timestamp    = {Wed, 19 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Liu0L21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MasthoffHNRV21,
  author       = {Judith Masthoff and
                  Eelco Herder and
                  Helen Nissenbaum and
                  Maarten de Rijke and
                  Julita Vassileva},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {{ACM} {UMAP} 2021 Keynote Addresses},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {1--2},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3465270},
  doi          = {10.1145/3450613.3465270},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/MasthoffHNRV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MehdyEKM21,
  author       = {A. K. M. Nuhil Mehdy and
                  Michael D. Ekstrand and
                  Bart P. Knijnenburg and
                  Hoda Mehrpouyan},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Privacy as a Planned Behavior: Effects of Situational Factors on Privacy
                  Perceptions and Plans},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {169--178},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456829},
  doi          = {10.1145/3450613.3456829},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/MehdyEKM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Mostafavi21,
  author       = {Moeen Mostafavi},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Adapting Online Messaging Based on Emotional State},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {315--320},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3459661},
  doi          = {10.1145/3450613.3459661},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Mostafavi21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Motamedi21,
  author       = {Elham Motamedi},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {User-Centric Item Characteristics for Modeling Users and Improving
                  Recommendations},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {304--307},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3459659},
  doi          = {10.1145/3450613.3459659},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Motamedi21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MustoSTRS21,
  author       = {Cataldo Musto and
                  Alain D. Starke and
                  Christoph Trattner and
                  Amon Rapp and
                  Giovanni Semeraro},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Exploring the Effects of Natural Language Justifications in Food Recommender
                  Systems},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {147--157},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456827},
  doi          = {10.1145/3450613.3456827},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/MustoSTRS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/NajafianDTT21,
  author       = {Shabnam Najafian and
                  Amra Delic and
                  Marko Tkalcic and
                  Nava Tintarev},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Factors Influencing Privacy Concern for Explanations of Group Recommendation},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {14--23},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456845},
  doi          = {10.1145/3450613.3456845},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/NajafianDTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/NguyenZF0PN21,
  author       = {Ngoc Thi Nguyen and
                  Agustin Zuniga and
                  Huber Flores and
                  Hyowon Lee and
                  Simon Tangi Perrault and
                  Petteri Nurmi},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Intelligent Shifting Cues: Increasing the Awareness of Multi-Device
                  Interaction Opportunities},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {213--223},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456839},
  doi          = {10.1145/3450613.3456839},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/NguyenZF0PN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/OlalekeOF21,
  author       = {Oluwafemi Olaleke and
                  Ivan V. Oseledets and
                  Evgeny Frolov},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Dynamic Modeling of User Preferences for Stable Recommendations},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {262--266},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456830},
  doi          = {10.1145/3450613.3456830},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/OlalekeOF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Phillips21,
  author       = {Maria Phillips},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Leveraging Unstructured Text Within the Context of Conversational
                  Agents},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {308--314},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3459660},
  doi          = {10.1145/3450613.3459660},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Phillips21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/PiskioulisTE21,
  author       = {Orestis Piskioulis and
                  Katerina Tzafilkou and
                  Anastasios A. Economides},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Emotion Detection through Smartphone's Accelerometer and Gyroscope
                  Sensors},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {130--137},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456822},
  doi          = {10.1145/3450613.3456822},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PiskioulisTE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/PrangeS21,
  author       = {Alexander Prange and
                  Daniel Sonntag},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Assessing Cognitive Test Performance Using Automatic Digital Pen Features
                  Analysis},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {33--43},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456812},
  doi          = {10.1145/3450613.3456812},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PrangeS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Sankaran021,
  author       = {Supraja Sankaran and
                  Panos Markopoulos},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {"It's like a puppet master": User Perceptions of Personal Autonomy
                  when Interacting with Intelligent Technologies},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {108--118},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456820},
  doi          = {10.1145/3450613.3456820},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Sankaran021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/SonboliSBBF21,
  author       = {Nasim Sonboli and
                  Jessie J. Smith and
                  Florencia Cabral Berenfus and
                  Robin Burke and
                  Casey Fiesler},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Fairness and Transparency in Recommendation: The Users' Perspective},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {274--279},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456835},
  doi          = {10.1145/3450613.3456835},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/SonboliSBBF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/TolmeijerGGGB21,
  author       = {Suzanne Tolmeijer and
                  Ujwal Gadiraju and
                  Ramya Ghantasala and
                  Akshit Gupta and
                  Abraham Bernstein},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Second Chance for a First Impression? Trust Development in Intelligent
                  System Interaction},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {77--87},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456817},
  doi          = {10.1145/3450613.3456817},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/TolmeijerGGGB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Torresen21,
  author       = {Jim T{\o}rresen},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Ethical Considerations in User Modeling and Personalization},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {321--322},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3457121},
  doi          = {10.1145/3450613.3457121},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Torresen21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/Vassileva21,
  author       = {Julita Vassileva},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Personalized Persuasive Technologies for Engagement and Behaviour
                  Change},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {3--4},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3465414},
  doi          = {10.1145/3450613.3465414},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Vassileva21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/WangSZBM21,
  author       = {Chunpai Wang and
                  Shaghayegh Sahebi and
                  Siqian Zhao and
                  Peter Brusilovsky and
                  Laura Oliveira Moraes},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Knowledge Tracing for Complex Problem Solving: Granular Rank-Based
                  Tensor Factorization},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {179--188},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456831},
  doi          = {10.1145/3450613.3456831},
  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/WangSZBM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/WelberZDMHU21,
  author       = {Sophie Welber and
                  Valerie Zhao and
                  Claire Dolin and
                  Olivia Morkved and
                  Henry Hoffmann and
                  Blase Ur},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Do Users Have Contextual Preferencesfor Smartphone Power Management?},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {44--54},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456813},
  doi          = {10.1145/3450613.3456813},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/WelberZDMHU21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/WilschutVSFR21,
  author       = {Thomas Wilschut and
                  Maarten van der Velde and
                  Florian Sense and
                  Zafeirios Fountas and
                  Hedderik van Rijn},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Translating a Typing-Based Adaptive Learning Model to Speech-Based
                  {L2} Vocabulary Learning},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {245--250},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456825},
  doi          = {10.1145/3450613.3456825},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/WilschutVSFR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/XuZG21,
  author       = {Luyan Xu and
                  Mengdie Zhuang and
                  Ujwal Gadiraju},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {How Do User Opinions Influence Their Interaction With Web Search Results?},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {240--244},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456824},
  doi          = {10.1145/3450613.3456824},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/XuZG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/YangSWZ21,
  author       = {Hojin Yang and
                  Scott Sanner and
                  Ga Wu and
                  Jin Peng Zhou},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Bayesian Preference Elicitation with Keyphrase-Item Coembeddings for
                  Interactive Recommendation},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {55--64},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456814},
  doi          = {10.1145/3450613.3456814},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/YangSWZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/YilmaNP21,
  author       = {Bereket Abera Yilma and
                  Yannick Naudet and
                  Herv{\'{e}} Panetto},
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Personalisation in Cyber-Physical-Social Systems: {A} Multi-stakeholder
                  aware Recommendation and Guidance},
  booktitle    = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  pages        = {251--255},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613.3456847},
  doi          = {10.1145/3450613.3456847},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/YilmaNP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/um/2021,
  editor       = {Judith Masthoff and
                  Eelco Herder and
                  Nava Tintarev and
                  Marko Tkalcic},
  title        = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
                  21-25, 2021},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450613},
  doi          = {10.1145/3450613},
  isbn         = {978-1-4503-8366-0},
  timestamp    = {Thu, 24 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/2021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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