User Modeling, Adaptation, and Personalization

21th International Conference, UMAP 2013, Rome, Italy, June 10-14, 2013 Proceedings

ISBN: 978-3-642-38843-9 (Print) 978-3-642-38844-6 (Online)

Table of contents (51 chapters)

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  1. Front Matter

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  2. Full Research Papers

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      Pages 1-13

      Opinion-Driven Matrix Factorization for Rating Prediction

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      Pages 14-24

      Interaction Based Content Recommendation in Online Communities

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      Pages 25-37

      What Recommenders Recommend – An Analysis of Accuracy, Popularity, and Sales Diversity Effects

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      Pages 38-50

      A Framework for Trust-Based Multidisciplinary Team Recommendation

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      Pages 51-63

      Semantic Aggregation and Zooming of User Viewpoints in Social Media Content

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      Pages 64-76

      Learning Likely Locations

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      Pages 77-88

      Scrutable User Models and Personalised Item Recommendation in Mobile Lifestyle Applications

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      Pages 89-101

      Days of Our Lives: Assessing Day Similarity from Location Traces

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      Pages 102-113

      Studying the Effect of Human Cognition on User Authentication Tasks

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      Pages 114-126

      Modeling a Graph Viewer’s Effort in Recognizing Messages Conveyed by Grouped Bar Charts

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      Pages 127-138

      Evaluation of Attention Levels in a Tetris Game Using a Brain Computer Interface

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      Pages 139-151

      Monitoring Personal Safety by Unobtrusively Detecting Unusual Periods of Inactivity

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      Pages 152-164

      Recommendation with Differential Context Weighting

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      Pages 165-177

      Exploiting the Semantic Similarity of Contextual Situations for Pre-filtering Recommendation

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      Pages 178-189

      Combining Collaborative Filtering and Text Similarity for Expert Profile Recommendations in Social Websites

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      Pages 190-202

      Adapting Recommendation Diversity to Openness to Experience: A Study of Human Behaviour

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      Pages 203-214

      Predicting Successful Inquiry Learning in a Virtual Performance Assessment for Science

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      Pages 215-227

      Comparing and Combining Eye Gaze and Interface Actions for Determining User Learning with an Interactive Simulation

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      Pages 228-241

      Utilizing Dynamic Bayes Nets to Improve Early Prediction Models of Self-regulated Learning

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      Pages 242-253

      Recommending Topics for Web Curation

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