In this study, a content-based recommendation approach is proposed. It utilizes the preprocessed 245 top movie summaries of IMDB and favorite genres user elicited with questionnaire method then, recommends potential products -from product pool- that can “like”. For testing; test dataset consists real from Amazon.com was created, Web application uses proposed leads users to evaluate results desi...