HONG KONG BAPTIST UNIVERSITY
FACULTY OF SCIENCE
Department of Computer Science Seminar
2018 Series
Personality-based Recommender Systems
Dr. Li Chen
Assistant Professor
Department of Computer Science
Hong Kong Baptist University
Date: July 16, 2018 (Monday)
Time: 10:30 - 11:30 am
Venue: FSC901C&D, Fong Shu Chuen Library, Ho Sin Hang Campus
AbstractThe personality-based recommender systems (RS) has emerged as a new type of RS in recent years, given that personality contains valuable information enabling systems to better understand users’ preferences. This presentation first gives an overview of the state-of-the-art in this area, including the approaches developed for enhancing collaborative filtering (CF) by computing users’ or items’ personality similarity, as well as the one that incorporates personality into matrix factorization to predict items that users are able to rate for active learning.
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(For enquiry, please contact Computer Science Department at 3411 2385)
http://www.comp.hkbu.edu.hk/v1/?page=seminars&id=475&lang=sc