Multiplex memory network for collaborative filtering

• Main Authors: JIANG, Xunqiang, HU, Binbin, FANG, Yuan, SHI, Chuan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: recommendation; collaborative filtering; memory networks; high-order co-occurrences; Computer Engineering; Data Storage Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/5126; https://ink.library.smu.edu.sg/context/sis_research/article/6129/viewcontent/79.pdf
• Institution: Singapore Management University

Recommender systems play an important role in helping users discover items of interest from a large resource collection in various online services. Although current deep neural network-based collaborative filtering methods have achieved state-of-the-art performance in recommender systems, they still...