DeepIS: Susceptibility estimation on social networks

• Main Authors: XIA, Wenwen, LI, Yuchen, WU, Jun, LI, Shenghong
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2021
• 主題: Influence Estimation; Graph Neural Networks; Social Networks; Databases and Information Systems; OS and Networks
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/6204; https://ink.library.smu.edu.sg/context/sis_research/article/7207/viewcontent/3437963.3441829.pdf
• 機構: Singapore Management University

Influence diffusion estimation is a crucial problem in social network analysis. Most prior works mainly focus on predicting the total influence spread, i.e., the expected number of influenced nodes given an initial set of active nodes (aka. seeds). However, accurate estimation of susceptibility, i.e...