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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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

id	sg-smu-ink.researchdata-1010
record_format	dspace
spelling	sg-smu-ink.researchdata-10102015-11-27T00:29:53Z Joint Behavior-Topic Model for Microblogs QIU, Minghui ZHU, Feida JIANG, Jing 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. 2013-01-01T08:00:00Z text https://ink.library.smu.edu.sg/researchdata/11 https://github.com/minghui/BLDA SMU Research Data Institutional Knowledge at Singapore Management University Computer Sciences Databases and Information Systems Social Media
institution	Singapore Management University
building	SMU Libraries
country	Singapore
collection	InK@SMU
topic	Computer Sciences Databases and Information Systems Social Media
spellingShingle	Computer Sciences Databases and Information Systems Social Media QIU, Minghui ZHU, Feida JIANG, Jing Joint Behavior-Topic Model for Microblogs
description	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.
format	text
author	QIU, Minghui ZHU, Feida JIANG, Jing
author_facet	QIU, Minghui ZHU, Feida JIANG, Jing
author_sort	QIU, Minghui
title	Joint Behavior-Topic Model for Microblogs
title_short	Joint Behavior-Topic Model for Microblogs
title_full	Joint Behavior-Topic Model for Microblogs
title_fullStr	Joint Behavior-Topic Model for Microblogs
title_full_unstemmed	Joint Behavior-Topic Model for Microblogs
title_sort	joint behavior-topic model for microblogs
publisher	Institutional Knowledge at Singapore Management University
publishDate	2013
url	https://ink.library.smu.edu.sg/researchdata/11 https://github.com/minghui/BLDA
_version_	1681132323366502400

Joint Behavior-Topic Model for Microblogs

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