Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2008/11/01 Vol. E91-DNo. 11pp. 2552-2559 Type of Manuscript: Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System) Category: Knowledge Acquisition Keyword: user preference model, context-awareness, recommender systems, probabilistic modeling,