Online collaborative filtering with implicit feedback

• Main Authors: YIN, Jianwen, LIU, Chenghao, LI, Jundong, DAI, Bing Tian, CHEN, Yun-Chen, WU, Min, SUN, Jianling
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/4420; https://ink.library.smu.edu.sg/context/sis_research/article/5423/viewcontent/Yin2019_Chapter_OnlineCollaborativeFilteringWi.pdf
• Institution: Singapore Management University

Studying recommender systems with implicit feedback has become increasingly important. However, most existing works are designed in an offline setting while online recommendation is quite challenging due to the one-class nature of implicit feedback. In this paper, we propose an online collaborative...