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Ad hoc information retrieval method based on LDA.
- Source :
-
Application Research of Computers / Jisuanji Yingyong Yanjiu . May2015, Vol. 32 Issue 5, p1369-1372. 4p. - Publication Year :
- 2015
-
Abstract
- Traditional topic model assumes that each document is related only one topic, but in practice, a document is usually related with multi topics. This paper represented a document with combination of multi topics with the LDA model, and proposed a LDA based mixture model for Ad hoc information retrieval method in language model framework. The proposed method combined the LDA and the document model. Compared with cluster-based model, it has a higher performance, while keeping low computation complexity, and thus can be used in information retrieval of large scale document collections. [ABSTRACT FROM AUTHOR]
Details
- Language :
- Chinese
- ISSN :
- 10013695
- Volume :
- 32
- Issue :
- 5
- Database :
- Academic Search Index
- Journal :
- Application Research of Computers / Jisuanji Yingyong Yanjiu
- Publication Type :
- Academic Journal
- Accession number :
- 102616684
- Full Text :
- https://doi.org/10.3969/j.issn.1001-3695.2015.05.022