A general view for network embedding as matrix factorization

• المؤلفون الرئيسيون: Xin Liu, Tsuyoshi Murata, Kyoung Sook Kim, Chatchawan Kotarasu, Chenyi Zhuang
• مؤلفون آخرون: Tokyo Institute of Technology
• التنسيق: Conference or Workshop Item
• منشور في: 2020
• الموضوعات: Computer Science
• الوصول للمادة أونلاين: https://repository.li.mahidol.ac.th/handle/123456789/50652
• المؤسسة: 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...