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Finding scientific topics

Finding scientific topics

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pnas_primary_101_suppl_1_5228

Finding scientific topics

About this item

Full title

Finding scientific topics

Publisher

United States: National Acad Sciences

Journal title

Proceedings of the National Academy of Sciences - PNAS, 2004-04, Vol.101 (Suppl 1), p.5228-5235

Language

English

Formats

Publication information

Publisher

United States: National Acad Sciences

More information

Scope and Contents

Contents

A first step in identifying the content of a document is determining which topics that document addresses. We describe a generative model for documents, introduced by Blei, Ng, and Jordan [Blei, D. M., Ng, A. Y. & Jordan, M. I. (2003) J. Machine Learn. Res. 3, 993-1022], in which each document is generated by choosing a distribution over topics and...

Alternative Titles

Full title

Finding scientific topics

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pnas_primary_101_suppl_1_5228

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pnas_primary_101_suppl_1_5228

Other Identifiers

ISSN

0027-8424

E-ISSN

1091-6490

DOI

10.1073/pnas.0307752101

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