He received M.S. and Ph.D. degree in management engineering from KAIST, respectively. His main research interests include recommender system, context-aware system and social media mining. He has published papers which have appeared in Expert Systems with Applications, AI Communications, International Journal of Computational Intelligence Systems, Expert Systems etc.