| 2017 | "Out of the Fr-Eye-ing Pan": Towards Gaze-Based Models of Attention during Learning with Technology in the Classroom. Stephen Hutt, Caitlin Mills, Nigel Bosch, Kristina Krasich, James R. Brockmole, Sidney K. D'Mello |
| 2017 | "Personal Social Dashboard": A Tool for Measuring Your Social Engagement Effectiveness in the Enterprise. Shiri Kremer-Davidson, Inbal Ronen, Avi Kaplan, Maya Barnea |
| 2017 | A Clustering Approach for Personalizing Diversity in Collaborative Recommender Systems. Farzad Eskandanian, Bamshad Mobasher, Robin Burke |
| 2017 | A Deep Architecture for Content-based Recommendations Exploiting Recurrent Neural Networks. Alessandro Suglia, Claudio Greco, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro |
| 2017 | A Hybrid Recommendation Framework Exploiting Linked Open Data and Graph-based Features. Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops |
| 2017 | A Multi-Armed Bandit Model Selection for Cold-Start User Recommendation. Crícia Z. Felício, Klérisson V. R. Paixão, Célia A. Zorzo Barcelos, Philippe Preux |
| 2017 | A Neural Time Series Forecasting Model for User Interests Prediction On Twitter. Lemei Zhang, Peng Liu, Jon Atle Gulla |
| 2017 | A New Statistical Density Clustering Algorithm based on Mutual Vote and Subjective Logic Applied to Recommender Systems. Charif Haydar, Anne Boyer |
| 2017 | A Personalized Global Filter To Predict Retweets. Michail Vougioukas, Ion Androutsopoulos, Georgios Paliouras |
| 2017 | A Unified Latent Factor Model for Effective Category-Aware Recommendation. Zhu Sun, Guibing Guo, Jie Zhang, Chi Xu |
| 2017 | Adaptive City Characteristics: How Location Familiarity Changes What Is Regionally Descriptive. Vikas Kumar, Saeideh Bakhshi, Lyndon Kennedy, David A. Shamma |
| 2017 | After Twenty-Five Years of User Modeling and Adaptation...What Makes us UMAP? Paul De Bra |
| 2017 | An Analysis on Time- and Session-aware Diversification in Recommender Systems. Vito Walter Anelli, Vito Bellini, Tommaso Di Noia, Wanda La Bruna, Paolo Tomeo, Eugenio Di Sciascio |
| 2017 | An Evaluation of Learning-to-Rank Methods for Lurking Behavior Analysis. Diego Perna, Andrea Tagarelli |
| 2017 | Analyzing the Impact of Social Connections on Rating Behavior in Social Recommender Systems. Carine Pierrette Mukamakuza |
| 2017 | Are Item Attributes a Good Alternative to Context Elicitation in Recommender Systems? Amaury L'Huillier, Sylvain Castagnos, Anne Boyer |
| 2017 | Behavioral Patterns Mining for Online Time Personalization. Tomas Chovanak, Ondrej Kassák, Mária Bieliková |
| 2017 | Combining Long-term and Discussion-generated Preferences in Group Recommendations. Thuy Ngoc Nguyen, Francesco Ricci |
| 2017 | Combining Supervised and Unsupervised Learning to Discover Emotional Classes. Miguel Arevalillo-Herráez, Aladdin Ayesh, Olga C. Santos, Pablo Arnau-González |
| 2017 | Conversational Group Recommender Systems. Thuy Ngoc Nguyen |
| 2017 | Deriving Item Features Relevance from Past User Interactions. Leonardo Cella, Stefano Cereda, Massimo Quadrana, Paolo Cremonesi |
| 2017 | Emotion Analysis in Natural Language. Pearl Pu |
| 2017 | Encoding User as More Than the Sum of Their Parts: Recurrent Neural Networks and Word Embedding for People-to-people Recommendation. Antoine Lefebvre-Brossard, Alexandre Spaeth, Michel C. Desmarais |
| 2017 | Enhancing Collaborative Filtering with Friendship Information. Liliana Ardissono, Maurizio Ferrero, Giovanna Petrone, Marino Segnan |
| 2017 | Enhancing Student Models in Game-based Learning with Facial Expression Recognition. Robert Sawyer, Andy Smith, Jonathan P. Rowe, Roger Azevedo, James C. Lester |
| 2017 | Evaluation of Learners' Adjustment of Question Difficulty in Adaptive Practice of Facts. Jan Papousek, Radek Pelánek |
| 2017 | Experimental Analysis of Mastery Learning Criteria. Radek Pelánek, Jirí Rihák |
| 2017 | Fine-Grained Open Learner Models: Complexity Versus Support. Julio Daniel Guerra Hollstein, Jordan Barria-Pineda, Christian D. Schunn, Susan Bull, Peter Brusilovsky |
| 2017 | Get to the Bottom: Causal Analysis for User Modeling. Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Zheng Wen |
| 2017 | Group Recommendations by Learning Rating Behavior. Dimitris Sacharidis |
| 2017 | Harnessing Virtual Reality Exergames and Physical Fitness Sensing to Create a Personalised Game and Dashboard. Soojeong Yoo |
| 2017 | Harvesting Entity-relation Social Networks from the Web: Potential and Challenges. Saeed Amal, Tsvi Kuflik, Einat Minkov |
| 2017 | I'll be Watching You: Policing the Line between Personalization and Privacy. Jennifer Golbeck |
| 2017 | Impact of Individual Differences on User Experience with a Real-World Visualization Interface for Public Engagement. Sébastien Lallé, Cristina Conati, Giuseppe Carenini |
| 2017 | Improving Cold Start Recommendation by Mapping Feature-Based Preferences to Item Comparisons. Saikishore Kalloori, Francesco Ricci |
| 2017 | Imputing KCs with Representations of Problem Content and Context. Zachary A. Pardos, Anant Dadu |
| 2017 | Indirect Context Suggestion. Yong Zheng |
| 2017 | Inferring Contextual Preferences Using Deep Auto-Encoding. Moshe Unger, Bracha Shapira, Lior Rokach, Ariel Bar |
| 2017 | Inferring Students' Sense of Community from Their Communication Behavior in Online Courses. Wen Wu, Li Chen, Qingchang Yang |
| 2017 | Interactive Prior Elicitation of Feature Similarities for Small Sample Size Prediction. Homayun Afrabandpey, Tomi Peltola, Samuel Kaski |
| 2017 | Investigating the Impact of Personality and Cognitive Efficiency on the Selection of Exercises for Learners. Juliet Okpo, Judith Masthoff, Matt Dennis, Nigel A. Beacham, Ana Ciocarlan |
| 2017 | Item Contents Good, User Tags Better: Empirical Evaluation of a Food Recommender System. David Massimo, Mehdi Elahi, Mouzhi Ge, Francesco Ricci |
| 2017 | Learner Modeling for Integration Skills. Yun Huang, Julio Daniel Guerra Hollstein, Jordan Barria-Pineda, Peter Brusilovsky |
| 2017 | Learning Inclination to Empathy from Social Media Footprints. Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco de Gemmis, Giovanni Semeraro |
| 2017 | Let's Dance: How to Build a User Model for Dance Students Using Wearable Technology. Augusto Dias Pereira dos Santos, Kalina Yacef, Roberto Martínez Maldonado |
| 2017 | Long and Short-Term Recommendations with Recurrent Neural Networks. Robin Devooght, Hugues Bersini |
| 2017 | Measuring Bias in News Websites, Towards a Model for Personalization. Brendan Spillane, Séamus Lawless, Vincent Wade |
| 2017 | Measuring Student Behaviour Dynamics in a Large Interactive Classroom Setting. Vasileios Triglianos, Sambit Praharaj, Cesare Pautasso, Alessandro Bozzon, Claudia Hauff |
| 2017 | Modeling the Dynamics of Online News Reading Interests. Elena Viorica Epure, Benjamin Kille, Jon Espen Ingvaldsen, Rébecca Deneckère, Camille Salinesi, Sahin Albayrak |
| 2017 | Modelling Embodied Mobility Teamwork Strategies in a Simulation-Based Healthcare Classroom. Roberto Martínez Maldonado, Mykola Pechenizkiy, Simon Buckingham Shum, Tamara Power, Carolyn Hayes, Carmen Axisa |
| 2017 | Modelling User Behaviour based on Process. Mengdie Zhuang |
| 2017 | Multilingual Search User Behaviors - Exploring Multilingual Querying and Result Selection Through Crowdsourcing. Ryan Lowe, Ben Steichen |
| 2017 | Nudge your Workforce: A Study on the Effectiveness of Task Notification Strategies in Enterprise Mobile Crowdsourcing. Sarah Bashirieh, Sepideh Mesbah, Judith Redi, Alessandro Bozzon, Zoltán Szlávik, Robert-Jan Sips |
| 2017 | Personality Traits and Music Genres: What Do People Prefer to Listen To? Bruce Ferwerda, Marko Tkalcic, Markus Schedl |
| 2017 | Personalized Research Paper Recommendation using Deep Learning. Hebatallah A. Mohamed Hassan |
| 2017 | Probabilistic Perspectives on Collecting Human Uncertainty in Predictive Data Mining. Kevin Jasberg, Sergej Sizov |
| 2017 | Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017, Bratislava, Slovakia, July 09 - 12, 2017 Mária Bieliková, Eelco Herder, Federica Cena, Michel C. Desmarais |
| 2017 | Providing Control and Transparency in a Social Recommender System for Academic Conferences. Chun-Hua Tsai, Peter Brusilovsky |
| 2017 | Recommender Systems as Multistakeholder Environments. Himan Abdollahpouri, Robin Burke, Bamshad Mobasher |
| 2017 | RouteMe: A Mobile Recommender System for Personalized, Multi-Modal Route Planning. Daniel Herzog, Hesham Massoud, Wolfgang Wörndl |
| 2017 | Sequences of Diverse Song Recommendations: An Exploratory Study in a Commercial System. Nava Tintarev, Christoph Lofi, Cynthia C. S. Liem |
| 2017 | Smart Technology for Supporting Dance Education. Augusto Dias Pereira dos Santos |
| 2017 | Stereotype Modeling for Problem-Solving Performance Predictions in MOOCs and Traditional Courses. Roya Hosseini, Peter Brusilovsky, Michael Yudelson, Arto Hellas |
| 2017 | The Adaptation of an Individual's Satisfaction to Group Context: the Role of Ties Strength and Conflicts. Francesco Barile, Judith Masthoff, Silvia Rossi |
| 2017 | The Force Within: Recommendations Via Gravitational Attraction Between Items. Vikas Kumar, Saeideh Bakhshi, Lyndon Kennedy, David A. Shamma |
| 2017 | The Influence of City Size on Dietary Choices and Food Recommendation. Hao Cheng, Markus Rokicki, Eelco Herder |
| 2017 | Towards Improving E-commerce Users Experience Using Personalization & Persuasive Technology. Ifeoma Adaji |
| 2017 | Towards Understanding Users' Motivation in a Q&A Social Network Using Social Influence and the Moderation by Culture. Ifeoma Adaji, Julita Vassileva |
| 2017 | Towards a Long Term Model of Virtual Reality Exergame Exertion. Soojeong Yoo, Tristan Heywood, Lie Ming Tang, Bob Kummerfeld, Judy Kay |
| 2017 | User Expertise Inference on Twitter: Learning from Multiple Types of User Data. Yu Xu, Dong Zhou, Séamus Lawless |
| 2017 | User Modeling for the Internet of Things. Bob Kummerfeld, Judy Kay |
| 2017 | User Perception of Next-Track Music Recommendations. Iman Kamehkhosh, Dietmar Jannach |
| 2017 | User Verification on Mobile Devices Using Sequences of Touch Gestures. Liron Ben Kimon, Yisroel Mirsky, Lior Rokach, Bracha Shapira |
| 2017 | Using Eye Gaze Data and Visual Activities to Infer Human Cognitive Styles: Method and Feasibility Studies. George E. Raptis, Christina P. Katsini, Marios Belk, Christos Fidas, George Samaras, Nikolaos M. Avouris |
| 2017 | Using Learning Analytics to Devise Interactive Personalised Nudges for Active Video Watching. Vania Dimitrova, Antonija Mitrovic, Alicja Piotrkowicz, Lydia Lau, Amali Weerasinghe |
| 2017 | Using System Dynamics to Model Student Performance in an Intelligent Tutoring System. María T. Sanz, David Arnau, José Antonio González-Calero, Miguel Arevalillo-Herráez |
| 2017 | Weighted Random Walk Sampling for Multi-Relational Recommendation. Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher |
| 2017 | Where To Go Next?: Exploiting Behavioral User Models in Smart Environments. Seyyed Hadi Hashemi, Jaap Kamps |