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20. UMAP 2012: Montreal, Canada
- Judith Masthoff, Bamshad Mobasher, Michel C. Desmarais, Roger Nkambou:
User Modeling, Adaptation, and Personalization - 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012. Proceedings. Lecture Notes in Computer Science 7379, Springer 2012, ISBN 978-3-642-31453-7
Long Papers
- Shlomo Berkovsky, Jill Freyne, Gregory Smith:
Personalized Network Updates: Increasing Social Interactions and Contributions in Social Networks. 1-13 - Fabian Bohnert, Ingrid Zukerman, David W. Albrecht:
Realistic Simulation of Museum Visitors' Movements as a Tool for Assessing Sensor-Based User Models. 14-25 - Fabian Bohnert, Ingrid Zukerman, Junaidy Laures:
GECKOmmender: Personalised Theme and Tour Recommendations for Museums. 26-37 - Federica Cena, Silvia Likavec, Francesco Osborne:
Property-Based Interest Propagation in Ontology-Based User Model. 38-50 - Federico Cirett Galán, Carole R. Beal:
EEG Estimates of Engagement and Cognitive Workload Predict Math Problem Solving Outcomes. 51-62 - Maunendra Sankar Desarkar, Roopam Saxena, Sudeshna Sarkar:
Preference Relation Based Matrix Factorization for Recommender Systems. 63-75 - John Finnson, Jie Zhang, Thomas T. Tran, Umar Farooq Minhas, Robin Cohen:
A Framework for Modeling Trustworthiness of Users in Mobile Vehicular Ad-Hoc Networks and Its Validation through Simulated Traffic Flow. 76-87 - Qi Gao, Fabian Abel, Geert-Jan Houben, Yong Yu:
A Comparative Study of Users' Microblogging Behavior on Sina Weibo and Twitter. 88-101 - Yue Gong, Joseph E. Beck, Carolina Ruiz:
Modeling Multiple Distributions of Student Performances to Improve Predictive Accuracy. 102-113 - Guibing Guo, Jie Zhang, Daniel Thalmann:
A Simple But Effective Method to Incorporate Trusted Neighbors in Recommender Systems. 114-125 - Samad Kardan, Cristina Conati:
Exploring Gaze Data for Determining User Learning with an Interactive Simulation. 126-138 - Melanie Frances Larizza, Ingrid Zukerman, Fabian Bohnert, R. Andrew Russell, Lucy Busija, David W. Albrecht, Gwyn Rees:
Studies to Determine User Requirements Regarding In-Home Monitoring Systems. 139-150 - Martin Leginus, Peter Dolog, Valdas Zemaitis:
Improving Tensor Based Recommenders with Clustering. 151-163 - Janette Lehmann, Mounia Lalmas, Elad Yom-Tov, Georges Dupret:
Models of User Engagement. 164-175 - Monika Mandl, Alexander Felfernig:
Improving the Performance of Unit Critiquing. 176-187 - Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro, Marco de Gemmis, Mauro Barbieri, Jan H. M. Korst, Verus Pronk, Ramon Clout:
Enhanced Semantic TV-Show Representation for Personalized Electronic Program Guides. 188-199 - Ingrid Nunes, Simon Miles, Michael Luck, Carlos José Pereira de Lucena:
Investigating Explanations to Justify Choice. 212-224 - Luiz Augusto Sangoi Pizzato, Joshua Akehurst, Cameron Silvestrini, Kalina Yacef, Irena Koprinska, Judy Kay:
The Effect of Suspicious Profiles on People Recommenders. 225-236 - Alan Said, Brijnesh J. Jain, Sascha Narr, Till Plumbaum:
Users and Noise: The Magic Barrier of Recommender Systems. 237-248 - Michael A. Sao Pedro, Ryan Shaun Joazeiro de Baker, Janice D. Gobert:
Improving Construct Validity Yields Better Models of Systematic Inquiry, Even with Less Information. 249-260 - Jianqiang Shen, Oliver Brdiczka, Nicolas Ducheneaut, Nicholas Yee, Bo Begole:
Inferring Personality of Online Gamers by Fusing Multiple-View Predictions. 261-273 - Dereck Toker, Cristina Conati, Giuseppe Carenini, Mona Haraty:
Towards Adaptive Information Visualization: On the Influence of User Characteristics. 274-285 - Michael Wixon, Ryan Shaun Joazeiro de Baker, Janice D. Gobert, Jaclyn Ocumpaugh, Matthew Bachmann:
WTF? Detecting Students Who Are Conducting Inquiry Without Thinking Fastidiously. 286-296
Short Papers
- Matt Dennis, Judith Masthoff, Chris Mellish:
Adapting Performance Feedback to a Learner's Conscientiousness. 297-302 - John Hannon, Kevin McCarthy, Michael P. O'Mahony, Barry Smyth:
A Multi-faceted User Model for Twitter. 303-309 - Tsvi Kuflik, Alan J. Wecker, Federica Cena, Cristina Gena:
Evaluating Rating Scales Personality. 310-315 - Luc Paquette, Jean-François Lebeau, André Mayers:
Automating the Modeling of Learners' Erroneous Behaviors in Model-Tracing Tutors. 316-321 - David H. Shanabrook, Ivon Arroyo, Beverly Park Woolf:
Using Touch as a Predictor of Effort: What the iPad Can Tell Us about User Affective State. 322-327 - Amit Tiroshi, Tsvi Kuflik:
Domain Ranking for Cross Domain Collaborative Filtering. 328-333 - Rainer Wasinger, Michael Fry, Judy Kay, Bob Kummerfeld:
User Modelling Ecosystems: A User-Centred Approach. 334-339 - Diego Zapata-Rivera:
Adaptive Score Reports. 340-345
Doctoral Consortium
- Behzad Beheshti, Michel C. Desmarais:
Improving Matrix Factorization Techniques of Student Test Data with Partial Order Constraints. 346-350 - Florian Berger:
Evaluating an Implementation of an Adaptive Game-Based Learning Architecture. 351-355 - Blandine Ginon:
Towards a Generic Model for User Assistance. 356-360 - Guibing Guo:
Resolving Data Sparsity and Cold Start in Recommender Systems. 361-364 - Samad Kardan:
Data Mining for Adding Adaptive Interventions to Exploratory and Open-Ended Environments. 365-368 - Luca Longo:
Formalising Human Mental Workload as Non-monotonic Concept for Adaptive and Personalised Web-Design. 369-373 - Ante Odic:
Detecting, Acquiring and Exploiting Contextual Information in Personalized Services. 374-377 - Fabrizio Orlandi:
Multi-source Provenance-aware User Interest Profiling on the Social Semantic Web. 378-381 - Ladislav Peska:
User Feedback and Preferences Mining. 382-386 - Hilal Tarakçi, Nihan Kesim Cicekli:
Ubiquitous Fuzzy User Modeling for Multi-application Environments by Mining Socially Enhanced Online Traces. 387-390 - Annie T. T. Ying:
Facilitating Code Example Search on the Web through Expertise Personalization. 391-394
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