Attributed social network embedding

• Main Authors: Liao, Lizi, He, Xiangnan, Zhang, Hanwang, Chua, Tat-Seng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Social Network Representation; Homophily
• Online Access: https://hdl.handle.net/10356/140794
• Institution: Nanyang Technological University

Embedding network data into a low-dimensional vector space has shown promising performance for many real-world applications, such as node classification and entity retrieval. However, most existing methods focused only on leveraging network structure. For social networks, besides the network structu...