Deep learning based recommender system : a survey and new perspectives

• Main Authors: Zhang, Shuai, Yao, Lina, Sun, Aixin, Tay, Yi
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Information Systems; Recommender Systems
• Online Access: https://hdl.handle.net/10356/142804
• Institution: Nanyang Technological University

With the growing volume of online information, recommender systems have been an effective strategy to overcome information overload. The utility of recommender systems cannot be overstated, given their widespread adoption in many web applications, along with their potential impact to ameliorate many...