Sequential latent dirichlet allocation: Discover underlying topic structures within a document

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Abstract

Latent Dirichlet Allocation, Poisson-Dirichlet process, collapsed Gibbs sampler, document structure
Original languageEnglish
Title of host publicationProceedings of the 10th IEEE International Conference on Data Mining
EditorsGeoffrey I Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu
Place of PublicationLos Alamitos CA USA
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages148 - 157
Number of pages10
ISBN (Print)9780769542560
DOIs
Publication statusPublished - 2010
Externally publishedYes
EventIEEE International Conference on Data Mining 2010 - Sydney NSW Australia, Los Alamitos CA USA
Duration: 14 Dec 201017 Dec 2010
Conference number: 10th

Conference

ConferenceIEEE International Conference on Data Mining 2010
Abbreviated titleICDM 2010
CityLos Alamitos CA USA
Period14/12/1017/12/10

Cite this

Du, L., Buntine, W. L., & Jin, H. (2010). Sequential latent dirichlet allocation: Discover underlying topic structures within a document. In G. I. Webb, B. Liu, C. Zhang, D. Gunopulos, & X. Wu (Eds.), Proceedings of the 10th IEEE International Conference on Data Mining (pp. 148 - 157). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICDM.2010.51
Du, Lan ; Buntine, Wray Lindsay ; Jin, Huidong. / Sequential latent dirichlet allocation: Discover underlying topic structures within a document. Proceedings of the 10th IEEE International Conference on Data Mining. editor / Geoffrey I Webb ; Bing Liu ; Chengqi Zhang ; Dimitrios Gunopulos ; Xindong Wu. Los Alamitos CA USA : IEEE, Institute of Electrical and Electronics Engineers, 2010. pp. 148 - 157
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title = "Sequential latent dirichlet allocation: Discover underlying topic structures within a document",
abstract = "Latent Dirichlet Allocation, Poisson-Dirichlet process, collapsed Gibbs sampler, document structure",
author = "Lan Du and Buntine, {Wray Lindsay} and Huidong Jin",
year = "2010",
doi = "10.1109/ICDM.2010.51",
language = "English",
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pages = "148 -- 157",
editor = "Webb, {Geoffrey I} and Bing Liu and Chengqi Zhang and Dimitrios Gunopulos and Xindong Wu",
booktitle = "Proceedings of the 10th IEEE International Conference on Data Mining",
publisher = "IEEE, Institute of Electrical and Electronics Engineers",
address = "United States of America",

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Du, L, Buntine, WL & Jin, H 2010, Sequential latent dirichlet allocation: Discover underlying topic structures within a document. in GI Webb, B Liu, C Zhang, D Gunopulos & X Wu (eds), Proceedings of the 10th IEEE International Conference on Data Mining. IEEE, Institute of Electrical and Electronics Engineers, Los Alamitos CA USA, pp. 148 - 157, IEEE International Conference on Data Mining 2010, Los Alamitos CA USA, 14/12/10. https://doi.org/10.1109/ICDM.2010.51

Sequential latent dirichlet allocation: Discover underlying topic structures within a document. / Du, Lan; Buntine, Wray Lindsay; Jin, Huidong.

Proceedings of the 10th IEEE International Conference on Data Mining. ed. / Geoffrey I Webb; Bing Liu; Chengqi Zhang; Dimitrios Gunopulos; Xindong Wu. Los Alamitos CA USA : IEEE, Institute of Electrical and Electronics Engineers, 2010. p. 148 - 157.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

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Du L, Buntine WL, Jin H. Sequential latent dirichlet allocation: Discover underlying topic structures within a document. In Webb GI, Liu B, Zhang C, Gunopulos D, Wu X, editors, Proceedings of the 10th IEEE International Conference on Data Mining. Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers. 2010. p. 148 - 157 https://doi.org/10.1109/ICDM.2010.51