Modeling topics and behavior of microbloggers: An integrated approach

• Main Authors: HOANG, Tuan Anh, LIM, Ee-Peng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Social media; Microblogging; User behavior; Behavior mining; Topic; Modeling; Probabilistic graphic model; Databases and Information Systems; Numerical Analysis and Scientific Computing; Social Media
• Online Access: https://ink.library.smu.edu.sg/sis_research/3727; https://ink.library.smu.edu.sg/context/sis_research/article/4729/viewcontent/Modeling_Topics_Microbloggers_hoang_lim_afv.pdf
• Institution: Singapore Management University

Microblogging encompasses both user-generated content and behavior. When modeling microblogging data, one has to consider personal and background topics, as well as how these topics generate the observed content and behavior. In this article, we propose the Generalized Behavior-Topic (GBT) model for...