Attributed social network embedding

• Main Authors: LIAO, Lizi, HE, Xiangnan, ZHANG, Hanwang, CHUA, Tat-Seng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Task analysis; Distance measurement; Neural networks; Computational modeling; Deep learning; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/7236; https://ink.library.smu.edu.sg/context/sis_research/article/8239/viewcontent/218611712_Attributed.pdf
• Institution: Singapore Management 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...