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User Modeling, Adaptation, and Personalization : 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012 Proceedings / edited by Judith Masthoff, Bamshad Mobasher, Michel Desmarais, Roger Nkambou.
- Format:
- Book
- Conference/Event
- Conference Name:
- UMAP 2012 (2012 : Montreal, Quebec)
- Series:
- Information Systems and Applications, incl. Internet/Web, and HCI, 2946-1642 ; 7379
- Language:
- English
- Subjects (All):
- User interfaces (Computer systems).
- Human-computer interaction.
- Information storage and retrieval systems.
- Artificial intelligence.
- Application software.
- Electronic commerce.
- User Interfaces and Human Computer Interaction.
- Information Storage and Retrieval.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- e-Commerce and e-Business.
- Local Subjects:
- User Interfaces and Human Computer Interaction.
- Information Storage and Retrieval.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- e-Commerce and e-Business.
- Physical Description:
- 1 online resource (XVIII, 396 p. 105 illus.)
- Edition:
- 1st ed. 2012.
- Place of Publication:
- Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
- Language Note:
- English
- 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.
- Notes:
- International conference proceedings.
- Includes bibliographical references and author index.
- ISBN:
- 3-642-31454-6
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