User Modeling, Adaptation, and Personalization [electronic resource] : 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012. Proceedings / edited by Judith Masthoff, Bamshad Mobasher, Michel C. Desmarais, Roger Nkambou.
By: Masthoff, Judith [editor.].
Contributor(s): Mobasher, Bamshad [editor.] | Desmarais, Michel C [editor.] | Nkambou, Roger [editor.] | SpringerLink (Online service).
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BookSeries: Lecture Notes in Computer Science: 7379Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2012Description: XVIII, 396p. 105 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642314544.Subject(s): Computer science | Information storage and retrieval systems | Artificial intelligence | Computer Science | User Interfaces and Human Computer Interaction | Information Storage and Retrieval | Artificial Intelligence (incl. Robotics) | Information Systems Applications (incl. Internet) | e-Commerce/e-businessDDC classification: 005.437 | 4.019 Online resources: Click here to access online
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Springer eBooksSummary: 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.
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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