Lecture Notes in Computer Science: 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012 Proceedings

Masthoff, Judith; Mobasher, Bamshad; Desmarais, Michel; Nkambou, Roger

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.

Details

Published by: Springer

Publication Date: 2012-06-22

Format: Paperback

ISBN-13: 9783642314537

DOI: 10.1007/978-3-642-31454-4

Dimensions: 235cm x155cm

Pages: 396