| 2016 | A Framework for Dynamic Knowledge Modeling in Textbook-Based Learning. Yun Huang, Michael Yudelson, Shuguang Han, Daqing He, Peter Brusilovsky |
| 2016 | Adaptive Exercise Selection for an Intelligent Tutoring System. Juliet Okpo |
| 2016 | Adaptive Training Environment without Prior Knowledge: Modeling Feedback Selection as a Multi-armed Bandit Problem. Rémy Frenoy, Yann Soullard, Indira Thouvenin, Olivier Gapenne |
| 2016 | Agent-Based Personalisation and User Modeling for Personalised Educational Games. Marieke M. M. Peeters, Karel van den Bosch, John-Jules Ch. Meyer, Mark A. Neerincx |
| 2016 | An Experimental Study in Cross-Representation Mediation of User Models. Federica Cena, Cristina Gena, Claudia Picardi |
| 2016 | An Eye-Tracking Study: Implication to Implicit Critiquing Feedback Elicitation in Recommender Systems. Li Chen, Feng Wang |
| 2016 | Analyzing Aggregated Semantics-enabled User Modeling on Google+ and Twitter for Personalized Link Recommendations. Guangyuan Piao, John G. Breslin |
| 2016 | Analyzing MOOC Entries of Professionals on LinkedIn for User Modeling and Personalized MOOC Recommendations. Guangyuan Piao, John G. Breslin |
| 2016 | Analyzing and Predicting Task Reminders. David Graus, Paul N. Bennett, Ryen W. White, Eric Horvitz |
| 2016 | Automatic Teacher Modeling from Live Classroom Audio. Patrick J. Donnelly, Nathan Blanchard, Borhan Samei, Andrew McGregor Olney, Xiaoyi Sun, Brooke Ward, Sean Kelly, Martin Nystrand, Sidney K. D'Mello |
| 2016 | Biases in Automated Music Playlist Generation: A Comparison of Next-Track Recommending Techniques. Dietmar Jannach, Iman Kamehkhosh, Geoffray Bonnin |
| 2016 | Deeper Knowledge Tracing by Modeling Skill Application Context for Better Personalized Learning. Yun Huang |
| 2016 | Designing Culture-based Persuasive Technology to Promote Physical Activity among University Students. Kiemute Oyibo |
| 2016 | Detecting Student Engagement: Human Versus Machine. Nigel Bosch |
| 2016 | Effect of Different Implicit Social Networks on Recommending Research Papers. Shaikhah Alotaibi, Julita Vassileva |
| 2016 | Effective Recommendation with Category Hierarchy. Zhu Sun, Guibing Guo, Jie Zhang |
| 2016 | Eliciting Users' Attitudes toward Smart Devices. Kai Zhan, Ingrid Zukerman, Masud Moshtaghi, Gwyneth Rees |
| 2016 | Enhancing Personalized Document Ranking using Social Information. Nawal Ould Amer |
| 2016 | Exploring Music Diversity Needs Across Countries. Bruce Ferwerda, Andreu Vall, Marko Tkalcic, Markus Schedl |
| 2016 | From More-Like-This to Better-Than-This: Hotel Recommendations from User Generated Reviews. Ruihai Dong, Barry Smyth |
| 2016 | Gender Difference in the Credibility Perception of Mobile Websites: A Mixed Method Approach. Kiemute Oyibo, Yusuf Sahabi Ali, Julita Vassileva |
| 2016 | Gender Differences in Facial Expressions of Affect During Learning. Alexandria Katarina Vail, Joseph F. Grafsgaard, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester |
| 2016 | Harnessing Crowdsourced Recommendation Preference Data from Casual Gameplay. Barry Smyth, Rachael Rafter, Sam Banks |
| 2016 | Identifying Grey Sheep Users in Collaborative Filtering: A Distribution-Based Technique. Benjamin Gras, Armelle Brun, Anne Boyer |
| 2016 | Incorporating Student Response Time and Tutor Instructional Interventions into Student Modeling. Chen Lin, Shitian Shen, Min Chi |
| 2016 | Interactive Modeling of Concept Drift and Errors in Relevance Feedback. Antti Kangasrääsiö, Yi Chen, Dorota Glowacka, Samuel Kaski |
| 2016 | Internal & External Attributions for Emotions Within an ITS. Naomi Wixon, Sarah E. Schultz, Kasia Muldner, Danielle Allessio, Winslow Burleson, Beverly P. Woolf, Ivon Arroyo |
| 2016 | Killing the Hyperlink, Killing the Web: The Shift from Library-Internet to Television-Internet. Hossein Derakhshan |
| 2016 | Lifestyle Recommendations for Hypertension through Rasch-based Feasibility Modeling. Mustafa Radha, Martijn C. Willemsen, Mark Boerhof, Wijnand A. IJsselsteijn |
| 2016 | Modeling Community Behavior through Semantic Analysis of Social Data: The Italian Hate Map Experience. Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops |
| 2016 | Modeling Individual Users' Responsiveness to Maximize Recommendation Impact. Masahiro Sato, Hidetaka Izumo, Takashi Sonoda |
| 2016 | Modeling User Exploration and Boundary Testing in Digital Learning Games. V. Elizabeth Owen, Gabriella Anton, Ryan S. Baker |
| 2016 | Modeling and Predicting User Actions in Recommender Systems. Tural Gurbanov, Francesco Ricci, Meinhard Ploner |
| 2016 | Modelling User Collaboration in Social Networks Using Edits and Comments. Ifeoma Adaji, Julita Vassileva |
| 2016 | Moodplay: Interactive Mood-based Music Discovery and Recommendation. Ivana Andjelkovic, Denis Parra, John O'Donovan |
| 2016 | On the Impact of Personality in Massive Open Online Learning. Guanliang Chen, Dan Davis, Claudia Hauff, Geert-Jan Houben |
| 2016 | On the Value of Reminders within E-Commerce Recommendations. Lukas Lerche, Dietmar Jannach, Malte Ludewig |
| 2016 | Open Social Learner Models for Self-Regulated Learning and Learning Motivation. Julio Guerra |
| 2016 | Personalizing Reminders to Personality for Melanoma Self-checking. Kirsten A. Smith, Matt Dennis, Judith Masthoff |
| 2016 | Picture-based Approach to Group Recommender Systems in the E-Tourism Domain. Amra Delic |
| 2016 | Plate and Prejudice: Gender Differences in Online Cooking. Markus Rokicki, Eelco Herder, Tomasz Kusmierczyk, Christoph Trattner |
| 2016 | Predicting Customer Satisfaction in Customer Support Conversations in Social Media Using Affective Features. Jonathan Herzig, Guy Feigenblat, Michal Shmueli-Scheuer, David Konopnicki, Anat Rafaeli |
| 2016 | Predicting Individual Differences for Learner Modeling in Intelligent Tutors from Previous Learner Activities. Michael Eagle, Albert T. Corbett, John C. Stamper, Bruce M. McLaren, Ryan Shaun Joazeiro de Baker, Angela Z. Wagner, Benjamin A. MacLaren, Aaron P. Mitchell |
| 2016 | Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, UMAP 2016, Halifax, NS, Canada, July 13 - 17, 2016 Julita Vassileva, James Blustein, Lora Aroyo, Sidney K. D'Mello |
| 2016 | Recommendations with Optimal Combination of Feature-Based and Item-Based Preferences. Mona Nasery, Matthias Braunhofer, Francesco Ricci |
| 2016 | Reinforcement Learning: the Sooner the Better, or the Later the Better? Shitian Shen, Min Chi |
| 2016 | Relating Newcomer Personality to Survival and Activity in Recommender Systems. Raghav Pavan Karumur, Joseph A. Konstan |
| 2016 | Semantics-aware Graph-based Recommender Systems Exploiting Linked Open Data. Cataldo Musto, Pasquale Lops, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro |
| 2016 | TBPR: Trinity Preference based Bayesian Personalized Ranking for Multivariate Implicit Feedback. Hui-Huai Qiu, Guibing Guo, Jie Zhang, Zhu Sun, Hai Thanh Nguyen, Yun Liu |
| 2016 | Tag-Enhanced Collaborative Filtering for Increasing Transparency and Interactive Control. Tim Donkers, Benedikt Loepp, Jürgen Ziegler |
| 2016 | Tell Me What You See, I Will Tell You What You Remember. Florian Marchal, Sylvain Castagnos, Anne Boyer |
| 2016 | The Life and Times of Information in Networks. Lada A. Adamic |
| 2016 | The New Challenges when Modeling Context through Diversity over Time in Recommender Systems. Amaury L'Huillier, Sylvain Castagnos, Anne Boyer |
| 2016 | The Past, the Present, and the Future. Sandra Carberry |
| 2016 | Towards Comprehensive User Modeling on the Social Web for Personalized Link Recommendations. Guangyuan Piao |
| 2016 | Trust and Reliance Based on System Accuracy. Kun Yu, Shlomo Berkovsky, Dan Conway, Ronnie Taib, Jianlong Zhou, Fang Chen |
| 2016 | User-Oriented Context Suggestion. Yong Zheng, Bamshad Mobasher, Robin Burke |
| 2016 | User-User Relationship Migration Observed in Communication Activity. Shuhei Yamamoto, Noriko Kando, Tetsuji Satoh |
| 2016 | Where's Your Mind At?: Video-Based Mind Wandering Detection During Film Viewing. Angela Stewart, Nigel Bosch, Huili Chen, Patrick J. Donnelly, Sidney K. D'Mello |