User modeling, adaptation, and personalization : 20th International conference, UMAP 2012, Montreal, Canada, July 16-20, 2012. Proceedings /

This book constitutes the refereed proceedings of the 20 th International Conference on User Modeling, Adaptation, and Personalization, held in Montreal, Canada, in July 2012. The 22 long and 7 short papers of the Research Paper Track presented were carefully reviewed and selected from 101 submissio...

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Соавтор: SpringerLink (Online service)
Другие авторы: Masthoff, Judith
Формат: eКнига
Язык:English
Опубликовано: Berlin, Heidelberg Springer Berlin Heidelberg 2012.
Серии:Lecture Notes in Computer Science 7379
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Итог:This book constitutes the refereed proceedings of the 20 th International Conference on User Modeling, Adaptation, and Personalization, held in Montreal, Canada, in July 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. The Industry Paper Track covered innovative commercial implementations or applications of UMAP technologies, and experience in applying recent research advances in practice. 2 long and 1 short papers were accepted of 5 submissions.
Объем:1 online resource (XVIII, 396 pages) 105 illustration, digital.
ISBN:9783642314544
ISSN:0302-9743