ACM will send all materials published in the main and adjunct proceedings of UMAP 2017 to Elsevier for indexing.
- Nudge your Workforce. A Study on the Effects of Task Notification Strategies in Enterprise Mobile Crowdsourcing
Bashirieh, S. (Delft University of Technology), Mesbah, S. (Delft University of Technology), Szlávik, Z. (IBM Netherlands), Sips, Robert-J. (IBM), Redi, J. (Delft University of Technology), Bozzon, A. (Delft University of Technology) - Long and Short-Term Recommendations with Recurrent Neural Networks
Devooght, R. (IRIDIA, ULB), Bersini, H. (Artificial Intelligence Laboratory IRIDIA-CoDE, U.L.B. Universite Libre de Bruxelles, Brussels, Belgium.) - Let’s dance: how to build a user model for dance students using wearable technology
Dias Pereira Dos Santos, A. (University of Sydney), Yacef, K. (The University of Sydney), Martinez-Maldonado, R. (University of Technology Sydney) - Using Learning Analytics to Devise Interactive Personalised Nudges for Active Video Watching
Dimitrova, V. (School of Computing, University of Leeds), Mitrovic, T. (Intelligent Computer Tutoring Group, University of Canterbury, Christchurch), Piotrkowicz, A. (University of Leeds), Lau, L. (University of Leeds), Weerasinghe, A. (The University of Adelaide) - A Multi-Armed Bandit Model Selection for Cold-Start User Recommendation
Felício, C. Z. (Federal University Uberlândia)), Paixão, K. (Federal University of Uberlândia), Barcelos, C. (Federal University of Uberlândia/Faculty of Mathematics), Preux, P. (INRIA, LIFL, Université de Lille) - Fine-Grained Open Learner Models: Complexity Versus Support
Guerra, J. (Instituto de Informática, Universidad Austral de Chile), Barria-Pineda, J. (School of Information Sciences, University of Pittsburgh), Brusilovsky, P. (School of Information Sciences, University of Pittsburgh), Bull, S. (Institute of Education, University College London), Schunn, C. D. (University of Pittsburgh) - Where To Go Next? Exploiting Behavioral User Models in Smart Environments
Hashemi, S. H. (University of Amsterdam), Kamps, J. (University of Amsterdam) - A new statistical density clustering algorithm based on mutual vote and subjective logic applied to recommender systems
Haydar, C. (Sailendra), Boyer, A. (Kiwi Team – LORIA) - RouteMe: A Mobile Recommender System for Personalized, Multi-Modal Route Planning
Herzog, D. (Technical University of Munich (TUM)), Massoud, H. (Technical University of Munich (TUM)), Wörndl, W. (Technical University of Munich (TUM)) - Stereotype Modeling for Problem-Solving Performance Predictions in MOOCs and Traditional Courses
Hosseini, R. (University of Pittsburgh), Brusilovsky, P. (University of Pittsburgh), Yudelson, M. (Carnegie Mellon University), Hellas, A. (University of Helsinki) - Learner Modeling for Integration Skills
Huang, Y. (University Of Pittsburgh), Guerra-Hollstein, J. (Univ. Austral de Chile), Barria-Pineda, J. (University of Pittsburgh), Brusilovsky, P. (University of Pittsburgh) - Out of the Fr-“Eye”-ing Pan: Towards Gaze-Based Models of Attention during Learning with Technology in the Classroom
Hutt, S. (University Of Notre Dame), Mills, C. (University of British Columbia), Bosch, N. (University of Illinois Urbana-Champaign), Krasich, K. (University of Notre Dame), Brockmole, J. (University of Notre Dame), D’Mello, S. (University of Notre Dame) - Probabilistic Perspectives on Collecting Human Uncertainty in Predictive Data Mining
Jasberg, K. (Faculty of Arts and Humanities, Web Science Group), Sizov, S. (University of Dusseldorf) - User Perception of Next-Track Music Recommendations
Kamehkhosh, I. (TU Dortmund), Jannach, D. (TU Dortmund) - “Personal Social Dashboard”: A Tool for Measuring Your Social Engagement Effectiveness in the Enterprise
Kremer-Davidson, S. (IBM Research, Haifa), Ronen, I. (IBM Research, Haifa), Kaplan, A. (IBM Research, Haifa), Barnea, M. (IBM Research, Haifa) - Adaptive City Characteristics: How Location Familiarity Changes What Is Regionally Descriptive
Kumar, V. (University of Minnesota, Twin Cities), Bakhshi, S. (Facebook Inc.), Kennedy, L. (Futurewei Technologies Inc.), Shamma, D. A. (Centrum Wiskunde & Informatica) - Investigating the Impact of Personality and Cognitive Efficiency on the Selection of Exercises for Learners
Okpo, J. (University of Aberdeen), Masthoff, J. (University of Aberdeen), Dennis, M. (University of Portsmouth), Beacham, N. (University of Aberdeen), Ciocarlan, A. (University of Aberdeen) - Imputing KCs with Representations of Problem Content and Context
Pardos, Z. (UC Berkeley), Dadu, A. (IIT-BHU) - Using Eye Gaze Data and Visual Activities to Infer Human Cognitive Factors: Method and Feasibility Studies
Raptis, G. (HCI Group / University of Patras), Katsini, C. (HCI Group / University of Patras), Belk, M. (Cognitive UX GmbH), Fidas, C. (Department of Cultural Heritage Management and New Technologies), Avouris, N. (University of Patras, Electrical & Computer Eng. Dept., HCI Group), Samaras, G. (Dept. of Computer Science / University of Cyprus) - Experimental Analysis of Mastery Learning Criteria
Řihák, J. (Masaryk University), Pelánek, R. (Masaryk University Brno) - Group Recommendations by Learning Rating Behavior
Sacharidis, D. (TU Wien) - Enhancing Student Models in Game-based Learning with Facial Expression Recognition
Sawyer, R. (North Carolina State University), Smith, A. (North Carolina State University), Rowe, J. (North Carolina State University), Azevedo, R. (North Carolina State University), Lester, J. (North Carolina State University) - A Deep Architecture for Content-based Recommendations Exploiting Recurrent Neural Networks
Suglia, A. (University of Bari Aldo Moro), Greco, C. (University of Bari Aldo Moro), Musto, C. (University of Bari Aldo Moro), De Gemmis, M. (University of Bari Aldo Moro), Lops, P. (University of Bari Aldo Moro), Semeraro, G. (University of Bari Aldo Moro) - Measuring student behaviour dynamics in a large interactive classroom setting
Triglianos, V. (University of Lugano, Switzerland), Praharaj, S. (TU Delft), Pautasso, C. (University of Lugano, Switzerland), Bozzon, A. (TU Delft), Hauff, C. (TU Delft) - Inferring Contextual Preferences Using Deep Auto-Encoding
Unger, M. (Ben-Gurion University of the Negev), Shapira, B. (Ben-Gurion University of the Negev), Rokach, L. (Ben-Gurion University of the Negev), Bar, A. (Ben-Gurion University of the Negev) - Weighted RandomWalk Sampling for Multi-Relational Recommendation
Vahedian, F. (DePaul University), Mobasher, B. (DePaul University), Burke, R. (DePaul University) - Inferring Students’ Sense of Community from Their Communication Behavior in Online Courses
Wu, W. (Department of Computer Science, Hong Kong Baptist University), Chen, L. (Department of Computer Science, Hong Kong Baptist University), Yang, Q. (Adaptive Learning Center, Hong Kong Baptist University) - Towards a Long Term Model for Virtual Reality Exergames
Yoo, S. (University of Sydney), Heywood, T. (University of Sydney), Kay, J. (University of Sydney), Tang, Lie M. (University of Sydney), Kummerfeld, B. (University of Sydney) - Get to the Bottom: Causal Analysis for User Modeling
Zong, S. (The Ohio State University), Kveton, B. (Adobe Research), Berkovsky, S. (CSIRO), Ashkan, A. (Google Inc.), Wen, Z. (Adobe Research)
