1. Recommender systems Arnaud De Bruyn Doctoral student in Marketing The Pennsylvania State University The Smeal College of Business Administration 701-L Business Administration Building University Park, PA 16802 Phone: (814) 865-5944 Fax: (814) 865-3015 Email: [email_address]