DeepIS: Susceptibility estimation on social networks

• المؤلفون الرئيسيون: XIA, Wenwen, LI, Yuchen, WU, Jun, LI, Shenghong
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2021
• الموضوعات: Influence Estimation; Graph Neural Networks; Social Networks; Databases and Information Systems; OS and Networks
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/6204; https://ink.library.smu.edu.sg/context/sis_research/article/7207/viewcontent/3437963.3441829.pdf
• المؤسسة: 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...