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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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2012.
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| Series: | Lecture Notes in Computer Science
7379 |
| Subjects: | |
| Online Access: | Click here to view the full text content |
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| Summary: | 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. |
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| Physical Description: | 1 online resource (XVIII, 396 pages) 105 illustration, digital. |
| ISBN: | 9783642314544 |
| ISSN: | 0302-9743 |