User Modeling, Adaptation and Personalization: 23rd International Conference, UMAP 2015, Dublin, Ireland, June 29 -- July 3, 2015. Proceedings

Front Matter....Pages I-XVI
Front Matter....Pages 1-1
Exploring the Potential of User Modeling Based on Mind Maps....Pages 3-17
Modeling Motivation in a Social Network Game Using Player-Centric Traits and Personality Traits....Pages 18-30
Automatic Gaze-Based Detection of Mind Wandering with Metacognitive Awareness....Pages 31-43
The Value of Social: Comparing Open Student Modeling and Open Social Student Modeling....Pages 44-55
MENTOR: A Physiologically Controlled Tutoring System....Pages 56-67
Context-Aware User Modeling Strategies for Journey Plan Recommendation....Pages 68-79
MOOClm: User Modelling for MOOCs....Pages 80-91
Dynamic Approaches to Modeling Student Affect and its Changing Role in Learning and Performance....Pages 92-103
Analyzing and Predicting Privacy Settings in the Social Web....Pages 104-117
Counteracting Anchoring Effects in Group Decision Making....Pages 118-130
Gifting as a Novel Mechanism for Personalized Museum and Gallery Interpretation....Pages 131-142
Supporting Cross-Device Web Search with Social Navigation-Based Mobile Touch Interactions....Pages 143-155
A Utility Model for Tailoring Sensor Networks to Users....Pages 156-168
Towards a Recommender Engine for Personalized Visualizations....Pages 169-182
Cross-System Transfer of Machine Learned and Knowledge Engineered Models of Gaming the System....Pages 183-194
MobiScore: Towards Universal Credit Scoring from Mobile Phone Data....Pages 195-207
Where to Next? A Comparison of Recommendation Strategies for Navigating a Learning Object Repository....Pages 208-215
Diagrammatic Student Models: Modeling Student Drawing Performance with Deep Learning....Pages 216-227
Lessons Learned – 15 Years of Delivering Real-World Pedagogically Driven Courses Using Experimental Platforms....Pages 228-239
Smartphone Based Stress Prediction....Pages 240-251
Front Matter....Pages 1-1
Exploiting Implicit Item Relationships for Recommender Systems....Pages 252-264
The Mars and Venus Effect: The Influence of User Gender on the Effectiveness of Adaptive Task Support....Pages 265-276
Quiet Eye Affects Action Detection from Gaze More Than Context Length....Pages 277-288
User Model in a Box: Cross-System User Model Transfer for Resolving Cold Start Problems....Pages 289-301
Implicit Acquisition of User Personality for Augmenting Movie Recommendations....Pages 302-314
Harnessing Engagement for Knowledge Creation Acceleration in Collaborative Q&A Systems....Pages 315-327
Front Matter....Pages 329-329
News Recommender Based on Rich Feedback....Pages 331-336
News Recommenders: Real-Time, Real-Life Experiences....Pages 337-342
On the Use of Cross-Domain User Preferences and Personality Traits in Collaborative Filtering....Pages 343-349
Understanding Real-Life Website Adaptations by Investigating the Relations Between User Behavior and User Experience....Pages 350-356
Modelling the User Modelling Community (and Other Communities as Well)....Pages 357-363
Personality Correlates for Digital Concert Program Notes....Pages 364-369
Integrating Context Similarity with Sparse Linear Recommendation Model....Pages 370-376
Front Matter....Pages 377-377
Modeling Motivational States Through Interpreting Physical Activity Data for Adaptive Robot Companions....Pages 379-384
Privacy-Enhanced Personalisation of Web Search....Pages 385-390
From Artifact to Content Source: Using Multimodality in Video to Support Personalized Recomposition....Pages 391-396
Exploiting Item and User Relationships for Recommender Systems....Pages 397-402
Back Matter....Pages 403-404