User Modeling, Adaptation, and Personalization 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012 Proceedings / [electronic resource] : edited by Judith Masthoff, Bamshad Mobasher, Michel Desmarais, Roger Nkambou. - 1st ed. 2012. - XVIII, 396 p. 105 illus. online resource. - Information Systems and Applications, incl. Internet/Web, and HCI, 7379 2946-1642 ; . - Information Systems and Applications, incl. Internet/Web, and HCI, 7379 .

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.

9783642314544

10.1007/978-3-642-31454-4 doi


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.

QA76.9.U83 QA76.9.H85

005.437 004.019