User Modeling, Adaptation, and Personalization: 20th International Conference, UMAP 2012, Montreal, Canada, July 16--20, 2012, Proceedings
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Lecture Notes in Computer Science Springer, Heidelberg, (2012)

This book constitutes the refereed proceedings of the 20th International Conference on User Modeling, Adaptation, and Personalization, 2012. The 22 long and 7 short papers of the Research Paper Track presented were carefully reviewed and selected from 101 submissions. The papers are organized in topical sections on user engagement; trust; user motivation, attention, and effort; recommender systems (including topics such as matrix factorization, critiquing, noise and spam in recommender systems); user centered design and evaluation; educational data mining; modeling learners; user models in microblogging; and visualization.
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