Ebook: User Modeling, Adaptation, and Personalization: 21th International Conference, UMAP 2013, Rome, Italy, June 10-14, 2013 Proceedings

This book constitutes the thoroughly refereed proceedings of the 21st International Conference on User Modeling, Adaption, and Personalization, held in Rome, Italy, in June 2013. The 21 long and 7 short papers of the research paper track were carefully reviewed and selected from numerous submissions. The papers cover the following topics: recommender systems, student modeling, social media and teams, human cognition, personality, privacy, web curation and user profiles, travel and mobile applications, and systems for elderly and disabled individuals.

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This book constitutes the thoroughly refereed proceedings of the 21st International Conference on User Modeling, Adaption, and Personalization, held in Rome, Italy, in June 2013. The 21 long and 7 short papers of the research paper track were carefully reviewed and selected from numerous submissions. The papers cover the following topics: recommender systems, student modeling, social media and teams, human cognition, personality, privacy, web curation and user profiles, travel and mobile applications, and systems for elderly and disabled individuals.

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This book constitutes the thoroughly refereed proceedings of the 21st International Conference on User Modeling, Adaption, and Personalization, held in Rome, Italy, in June 2013. The 21 long and 7 short papers of the research paper track were carefully reviewed and selected from numerous submissions. The papers cover the following topics: recommender systems, student modeling, social media and teams, human cognition, personality, privacy, web curation and user profiles, travel and mobile applications, and systems for elderly and disabled individuals.
Content:
Front Matter....Pages -
Opinion-Driven Matrix Factorization for Rating Prediction....Pages 1-13
Interaction Based Content Recommendation in Online Communities....Pages 14-24
What Recommenders Recommend – An Analysis of Accuracy, Popularity, and Sales Diversity Effects....Pages 25-37
A Framework for Trust-Based Multidisciplinary Team Recommendation....Pages 38-50
Semantic Aggregation and Zooming of User Viewpoints in Social Media Content....Pages 51-63
Learning Likely Locations....Pages 64-76
Scrutable User Models and Personalised Item Recommendation in Mobile Lifestyle Applications....Pages 77-88
Days of Our Lives: Assessing Day Similarity from Location Traces....Pages 89-101
Studying the Effect of Human Cognition on User Authentication Tasks....Pages 102-113
Modeling a Graph Viewer’s Effort in Recognizing Messages Conveyed by Grouped Bar Charts....Pages 114-126
Evaluation of Attention Levels in a Tetris Game Using a Brain Computer Interface....Pages 127-138
Monitoring Personal Safety by Unobtrusively Detecting Unusual Periods of Inactivity....Pages 139-151
Recommendation with Differential Context Weighting....Pages 152-164
Exploiting the Semantic Similarity of Contextual Situations for Pre-filtering Recommendation....Pages 165-177
Combining Collaborative Filtering and Text Similarity for Expert Profile Recommendations in Social Websites....Pages 178-189
Adapting Recommendation Diversity to Openness to Experience: A Study of Human Behaviour....Pages 190-202
Predicting Successful Inquiry Learning in a Virtual Performance Assessment for Science....Pages 203-214
Comparing and Combining Eye Gaze and Interface Actions for Determining User Learning with an Interactive Simulation....Pages 215-227
Utilizing Dynamic Bayes Nets to Improve Early Prediction Models of Self-regulated Learning....Pages 228-241
Recommending Topics for Web Curation....Pages 242-253
Building Rich User Search Queries Profiles....Pages 254-266
Inform or Flood: Estimating When Retweets Duplicate....Pages 267-273
Predicting Users’ Preference from Tag Relevance....Pages 274-280
Recommendation for New Users with Partial Preferences by Integrating Product Reviews with Static Specifications....Pages 281-288
Cross-Domain Collaborative Recommendation in a Cold-Start Context: The Impact of User Profile Size on the Quality of Recommendation....Pages 289-295
Personalized Access to Scientific Publications: from Recommendation to Explanation....Pages 296-301
PoliSpell: An Adaptive Spellchecker and Predictor for People with Dyslexia....Pages 302-309
A Framework for Privacy-Aware User Data Trading....Pages 310-317
Understanding Email Writers: Personality Prediction from Email Messages....Pages 318-330
Modeling Emotions with Social Tags....Pages 331-334
Unobtrusive Monitoring of Knowledge Workers for Stress Self-regulation....Pages 335-337
Topolor: A Social Personalized Adaptive E-Learning System....Pages 338-340
RES: A Personalized Filtering Tool for CiteSeerX Queries Based on Keyphrase Extraction....Pages 341-343
Generating a Personalized UI for the Car: A User-Adaptive Rendering Architecture....Pages 344-346
Eliciting Affective Recommendations to Support Distance Learning Students....Pages 347-349
Leveraging Encyclopedic Knowledge for Transparent and Serendipitous User Profiles....Pages 350-352
Modelling Users’ Affect in Job Interviews: Technological Demo....Pages 353-355
Multilingual vs. Monolingual User Models for Personalized Multilingual Information Retrieval....Pages 356-358
A Prismatic Cognitive Layout for Adapting Ontologies....Pages 359-362
Evaluation of Cross-Domain News Article Recommendations....Pages 363-366
Suggesting Query Revisions in Conversational Recommender Systems....Pages 367-370
Mining Semantic Data, User Generated Contents, and Contextual Information for Cross-Domain Recommendation....Pages 371-375
A POV-Based User Model: From Learning Preferences to Learning Personal Ontologies....Pages 376-379
Design and Evaluation of an Affective BCI-Based Adaptive User Application: A Preliminary Case Study....Pages 380-383
Inclusive Personalized e-Learning Based on Affective Adaptive Support....Pages 384-387
Tabbed Browsing Behavior as a Source for User Modeling....Pages 388-391
Grasping the Long Tail: Personalized Search for Cultural Heritage Annotators....Pages 392-395
Enforcing Privacy in Secondary User Information Sharing and Usage....Pages 396-400
Modeling Programming Skills of Students in an Educational Recommender System....Pages 401-404
Socially Adaptive Electronic Partners for Socio-geographical Support....Pages 405-408
An Adaptive Spellchecker and Predictor for People with Dyslexia....Pages 409-413
Back Matter....Pages -

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This book constitutes the thoroughly refereed proceedings of the 21st International Conference on User Modeling, Adaption, and Personalization, held in Rome, Italy, in June 2013. The 21 long and 7 short papers of the research paper track were carefully reviewed and selected from numerous submissions. The papers cover the following topics: recommender systems, student modeling, social media and teams, human cognition, personality, privacy, web curation and user profiles, travel and mobile applications, and systems for elderly and disabled individuals.
Content:
Front Matter....Pages -
Opinion-Driven Matrix Factorization for Rating Prediction....Pages 1-13
Interaction Based Content Recommendation in Online Communities....Pages 14-24
What Recommenders Recommend – An Analysis of Accuracy, Popularity, and Sales Diversity Effects....Pages 25-37
A Framework for Trust-Based Multidisciplinary Team Recommendation....Pages 38-50
Semantic Aggregation and Zooming of User Viewpoints in Social Media Content....Pages 51-63
Learning Likely Locations....Pages 64-76
Scrutable User Models and Personalised Item Recommendation in Mobile Lifestyle Applications....Pages 77-88
Days of Our Lives: Assessing Day Similarity from Location Traces....Pages 89-101
Studying the Effect of Human Cognition on User Authentication Tasks....Pages 102-113
Modeling a Graph Viewer’s Effort in Recognizing Messages Conveyed by Grouped Bar Charts....Pages 114-126
Evaluation of Attention Levels in a Tetris Game Using a Brain Computer Interface....Pages 127-138
Monitoring Personal Safety by Unobtrusively Detecting Unusual Periods of Inactivity....Pages 139-151
Recommendation with Differential Context Weighting....Pages 152-164
Exploiting the Semantic Similarity of Contextual Situations for Pre-filtering Recommendation....Pages 165-177
Combining Collaborative Filtering and Text Similarity for Expert Profile Recommendations in Social Websites....Pages 178-189
Adapting Recommendation Diversity to Openness to Experience: A Study of Human Behaviour....Pages 190-202
Predicting Successful Inquiry Learning in a Virtual Performance Assessment for Science....Pages 203-214
Comparing and Combining Eye Gaze and Interface Actions for Determining User Learning with an Interactive Simulation....Pages 215-227
Utilizing Dynamic Bayes Nets to Improve Early Prediction Models of Self-regulated Learning....Pages 228-241
Recommending Topics for Web Curation....Pages 242-253
Building Rich User Search Queries Profiles....Pages 254-266
Inform or Flood: Estimating When Retweets Duplicate....Pages 267-273
Predicting Users’ Preference from Tag Relevance....Pages 274-280
Recommendation for New Users with Partial Preferences by Integrating Product Reviews with Static Specifications....Pages 281-288
Cross-Domain Collaborative Recommendation in a Cold-Start Context: The Impact of User Profile Size on the Quality of Recommendation....Pages 289-295
Personalized Access to Scientific Publications: from Recommendation to Explanation....Pages 296-301
PoliSpell: An Adaptive Spellchecker and Predictor for People with Dyslexia....Pages 302-309
A Framework for Privacy-Aware User Data Trading....Pages 310-317
Understanding Email Writers: Personality Prediction from Email Messages....Pages 318-330
Modeling Emotions with Social Tags....Pages 331-334
Unobtrusive Monitoring of Knowledge Workers for Stress Self-regulation....Pages 335-337
Topolor: A Social Personalized Adaptive E-Learning System....Pages 338-340
RES: A Personalized Filtering Tool for CiteSeerX Queries Based on Keyphrase Extraction....Pages 341-343
Generating a Personalized UI for the Car: A User-Adaptive Rendering Architecture....Pages 344-346
Eliciting Affective Recommendations to Support Distance Learning Students....Pages 347-349
Leveraging Encyclopedic Knowledge for Transparent and Serendipitous User Profiles....Pages 350-352
Modelling Users’ Affect in Job Interviews: Technological Demo....Pages 353-355
Multilingual vs. Monolingual User Models for Personalized Multilingual Information Retrieval....Pages 356-358
A Prismatic Cognitive Layout for Adapting Ontologies....Pages 359-362
Evaluation of Cross-Domain News Article Recommendations....Pages 363-366
Suggesting Query Revisions in Conversational Recommender Systems....Pages 367-370
Mining Semantic Data, User Generated Contents, and Contextual Information for Cross-Domain Recommendation....Pages 371-375
A POV-Based User Model: From Learning Preferences to Learning Personal Ontologies....Pages 376-379
Design and Evaluation of an Affective BCI-Based Adaptive User Application: A Preliminary Case Study....Pages 380-383
Inclusive Personalized e-Learning Based on Affective Adaptive Support....Pages 384-387
Tabbed Browsing Behavior as a Source for User Modeling....Pages 388-391
Grasping the Long Tail: Personalized Search for Cultural Heritage Annotators....Pages 392-395
Enforcing Privacy in Secondary User Information Sharing and Usage....Pages 396-400
Modeling Programming Skills of Students in an Educational Recommender System....Pages 401-404
Socially Adaptive Electronic Partners for Socio-geographical Support....Pages 405-408
An Adaptive Spellchecker and Predictor for People with Dyslexia....Pages 409-413
Back Matter....Pages -
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