What is recorded here?
Introduced latent Dirichlet allocation as a generative probabilistic model for collections of discrete data, with documents represented through mixtures of latent topics.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The record is the exact 2003 JMLR article. Earlier probabilistic latent semantic methods, later topic-model variants and applications remain separate.
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People and systems
David M. Blei; Andrew Y. Ng; Michael I. Jordan
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.
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Documented countries / regions: United States
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English catalogue narrative
Blei, Ng and Jordan: latent Dirichlet allocation
Introduced latent Dirichlet allocation as a generative probabilistic model for collections of discrete data, with documents represented through mixtures of latent topics.
Scientific scope
The record is the exact 2003 JMLR article. Earlier probabilistic latent semantic methods, later topic-model variants and applications remain separate.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
David M. Blei; Andrew Y. Ng; Michael I. Jordan
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.