She received a Ph.D degree in Information Science and Technology from the University of Tokyo in 2009. Her research interests cover Web mining, machine learning, natural language processing, information retrieval and so on. She has extensively published papers in international journals and conference proceedings in the areas of information retrieval, Web personalization, recommendation and social network mining.