Beschreibung:
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.
Opinion-Driven Matrix Factorization for Rating Prediction.- Learning Likely Locations.- Evaluation of Attention Levels in a Tetris Game Using a Brain Computer Interface.- Comparing and Combining Eye Gaze and Interface Actions for Determining User Learning with an Interactive Simulation.- Inform or Flood: Estimating When Retweets Duplicate.- Understanding Email Writers: Personality Prediction from Email Messages.