Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2017/03/01 Vol. E100-DNo. 3pp. 537-545 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: social media, e-commerce websites, consumption preferences, topic model,