Joint Behavior-Topic Model for Microblogs

Joint Behavior-Topic Model for Microblogs

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...

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Bibliographic Details
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
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Institution: Singapore Management University
Description
Summary: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 rich.

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