User Modeling, Adaptation, and Personalization [electronic resource] : 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012 Proceedings /
Material type: TextSeries: Information Systems and Applications, incl. Internet/Web, and HCI ; 7379Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012Edition: 1st ed. 2012Description: XVIII, 396 p. 105 illus. online resourceContent type:- text
- computer
- online resource
- 9783642314544
- 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
- 005.437 23
- 004.019 23
- QA76.9.U83
- QA76.9.H85
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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