{"product_id":"9783642314537","title":"Lecture Notes in Computer Science: 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012 Proceedings","description":"\u003ch1\u003eLecture Notes in Computer Science: 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012 Proceedings\u003c\/h1\u003e \u003ch2\u003eMasthoff, Judith; Mobasher, Bamshad; Desmarais, Michel; Nkambou, Roger\u003c\/h2\u003e \u003cp\u003eThis 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2012-06-22\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783642314537\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-642-31454-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 396\u003c\/p\u003e ","brand":"Springer Berlin Heidelberg","offers":[{"title":"Default Title","offer_id":45373639655564,"sku":"9783642314537","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783642314537.jpg?v=1774010284","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783642314537","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}