MIRROR: Mining Implicit Relationships via Structure-Enhanced Graph Convolutional Networks

• Main Authors: LIU, Jiaying, XIA, Feng, REN, Jing, XU, Bo, PANG, Guansong, CHI, Lianhua
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Relation mining; implicit relationships; graph convolutional networks; heterogeneous networks; Databases and Information Systems; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/8002; https://ink.library.smu.edu.sg/context/sis_research/article/9005/viewcontent/Mirror_pv.pdf
• Institution: Singapore Management University

Data explosion in the information society drives people to develop more effective ways to extract meaningful information. Extracting semantic information and relational information has emerged as a key mining primitive in a wide variety of practical applications. Existing research on relation mining...