Joint Behavior-Topic Model for Microblogs

• Main Authors: QIU, Minghui, ZHU, Feida, JIANG, Jing
• Format: text
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Computer Sciences; Databases and Information Systems; Social Media
• Online Access: https://ink.library.smu.edu.sg/researchdata/11; https://github.com/minghui/BLDA
• Institution: Singapore Management University

We propose an LDA-based behavior-topic model (B-LDA) which jointly models user topic interests and behavioral patterns. We focus the study of the model on on-line social network settings such as microblogs like Twitter where the textual content is relatively short but user interactions on them are r...