Dynamic label propagation in social networks

• Main Authors: DU, Juan, ZHU, Feida, LIM, Ee Peng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Databases and Information Systems; Numerical Analysis and Scientific Computing; Social Media
• Online Access: https://ink.library.smu.edu.sg/sis_research/1733; https://ink.library.smu.edu.sg/context/sis_research/article/2732/viewcontent/chp_3A10.1007_2F978_3_642_37450_0_14.pdf
• Institution: Singapore Management University

Label propagation has been studied for many years, starting from a set of nodes with labels and then propagating to those without labels. In social networks, building complete user profiles like interests and affiliations contributes to the systems like link prediction, personalized feeding, etc. Si...