A general view for network embedding as matrix factorization

• Main Authors: Xin Liu, Tsuyoshi Murata, Kyoung Sook Kim, Chatchawan Kotarasu, Chenyi Zhuang
• Other Authors: Tokyo Institute of Technology
• Format: Conference or Workshop Item
• Published: 2020
• Subjects: Computer Science
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/50652
• Institution: Mahidol University

© 2019 Association for Computing Machinery. We propose a general view that demonstrates the relationship between network embedding approaches and matrix factorization. Unlike previous works that present the equivalence for the approaches from a skip-gram model perspective, we provide a more fundamen...