User Modeling, Adaptation, and Personalization: 18th International Conference, UMAP 2010, Big Island, HI, USA, June 20-24, 2010. Proceedings

Front Matter....Pages -
Modeling Emotion and Its Expression in Virtual Humans....Pages 1-2
AdHeat — An Influence-Based Diffusion Model for Propagating Hints to Personalize Social Ads....Pages 3-3
Can Concept-Based User Modeling Improve Adaptive Visualization?....Pages 4-15
Interweaving Public User Profiles on the Web....Pages 16-27
Modeling Long-Term Search Engine Usage....Pages 28-39
Analysis of Strategies for Building Group Profiles....Pages 40-51
Contextual Slip and Prediction of Student Performance after Use of an Intelligent Tutor....Pages 52-63
Working Memory Span and E-Learning: The Effect of Personalization Techniques on Learners’ Performance....Pages 64-74
Scaffolding Self-directed Learning with Personalized Learning Goal Recommendations....Pages 75-86
Instructional Video Content Employing User Behavior Analysis: Time Dependent Annotation with Levels of Detail....Pages 87-98
A User-and Item-Aware Weighting Scheme for Combining Predictive User Models....Pages 99-110
PersonisJ: Mobile, Client-Side User Modelling....Pages 111-122
Twitter, Sensors and UI: Robust Context Modeling for Interruption Management....Pages 123-134
Ranking Feature Sets for Emotion Models Used in Classroom Based Intelligent Tutoring Systems....Pages 135-146
Inducing Effective Pedagogical Strategies Using Learning Context Features....Pages 147-158
“Yes!”: Using Tutor and Sensor Data to Predict Moments of Delight during Instructional Activities....Pages 159-170
A Personalized Graph-Based Document Ranking Model Using a Semantic User Profile....Pages 171-182
Interaction and Personalization of Criteria in Recommender Systems....Pages 183-194
Collaborative Inference of Sentiments from Texts....Pages 195-206
User Modelling for Exclusion and Anomaly Detection: A Behavioural Intrusion Detection System....Pages 207-218
IntrospectiveViews: An Interface for Scrutinizing Semantic User Models....Pages 219-230
Analyzing Community Knowledge Sharing Behavior....Pages 231-242
A Data-Driven Technique for Misconception Elicitation....Pages 243-254
Modeling Individualization in a Bayesian Networks Implementation of Knowledge Tracing....Pages 255-266
Detecting Gaming the System in Constraint-Based Tutors....Pages 267-278
Bayesian Credibility Modeling for Personalized Recommendation in Participatory Media....Pages 279-290
A Study on User Perception of Personality-Based Recommender Systems....Pages 291-302
Compass to Locate the User Model I Need: Building the Bridge between Researchers and Practitioners in User Modeling....Pages 303-314
myCOMAND Automotive User Interface: Personalized Interaction with Multimedia Content Based on Fuzzy Preference Modeling....Pages 315-326
User Modeling for Telecommunication Applications: Experiences and Practical Implications....Pages 327-338
Mobile Web Profiling: A Study of Off-Portal Surfing Habits of Mobile Users....Pages 339-350
Personalized Implicit Learning in a Music Recommender System....Pages 351-362
Personalised Pathway Prediction....Pages 363-368
Towards a Customization of Rating Scales in Adaptive Systems....Pages 369-374
Eye-Tracking Study of User Behavior in Recommender Interfaces....Pages 375-380
Recommending Food: Reasoning on Recipes and Ingredients....Pages 381-386
Disambiguating Search by Leveraging a Social Context Based on the Stream of User’s Activity....Pages 387-392
Features of an Independent Open Learner Model Influencing Uptake by University Students....Pages 393-398
Recognizing and Predicting the Impact on Human Emotion (Affect) Using Computing Systems....Pages 399-402
Utilising User Texts to Improve Recommendations....Pages 403-406
Semantically-Enhanced Ubiquitous User Modeling....Pages 407-410
User Modeling Based on Emergent Domain Semantics....Pages 411-414
“Biographic spaces”: A Personalized Smoking Cessation Intervention in Second Life....Pages 415-418
Task-Based User Modelling for Knowledge Work Support....Pages 419-422
Enhancing User Interaction in Virtual Environments through Adaptive Personalized 3D Interaction Techniques....Pages 423-426
Back Matter....Pages -