BiANE: Bipartite Attributed Network Embedding

• Main Authors: HUANG, Wentao, LI, Yuchen, FANG, Yuan, FAN, Ju, YANG, Hongxia
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Network embedding; Bipartite attributed network; Link prediction; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/5280; https://ink.library.smu.edu.sg/context/sis_research/article/6283/viewcontent/SIGIR20_BiANE.pdf
• Institution: Singapore Management University

Network embedding effectively transforms complex network data into a low-dimensional vector space and has shown great performance in many real-world scenarios, such as link prediction, node classification, and similarity search. A plethora of methods have been proposed to learn node representations...