Knowledge-enhanced Latent Semantic Indexing

Information Retrieval

Volumn 6, Issue 2, 2003, Pages 225-250

  Guo, David ^a   Berry, Michael W ^a   Thompson, Bryan B ^b   Bailin, Sidney ^c  

^a University of Tennessee   (United States)

^b Global Wisdom Inc   (United States)

^c Knowledge Evolution Inc   (United States)

Author keywords

Latent semantic indexing; MeSH; Metathesaurus; OHSUMED; Semantic network; UMLS

Indexed keywords

EID: 3843146140     PISSN: 13864564     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1023984205118     Document Type: Article

References (14)

1. Baeza-Yates R and Ribeiro-Neto B (1999) Modern Information Retrieval, 2nd ed. Addison Wesley.
2. Berry MW and Browne M (1999) Understanding Search Engines: Mathematical Modeling and Text Retrieval. SIAM Book Series: Software, Environments, and Tools.
3. Bray T, Paoli J, Sperberg-McQueen CM and Maler E (2000) Extensible Markup Language (XML) 1.0, 2nd ed. http://www.w3.org/TR/REC-xml.
4. Deerwester S, Dumais ST, Furnas GW, Landauer TK and Harshman R (1990) Indexing by latent semantic analysis. Journal of the American Society for Information Science, 41(2):391-407.
5. Golub GH and Van Loan CF (1996) Matrix Computations, 3rd ed. Johns Hopkins University Press, Baltimore, MD.
6. Guo D (2001) Knowledge-enhanced latent semantic indexing (KELSI): Algorithms and applications. Master's Thesis, University of Tennessee.
7. Hersh W, Buckley C, Leone T and Hickam D (1994) OHSUMED: An interactive retrieval evaluation and new large test collection for research. In: Proceedings of the 17th Annual ACM SIGIR Conference, pp. 192-201.
8. Howard S, Tang H, Berry M and Martin D (2000) General Text Parser GTP Version 2.0. http://www.cs.utk.edu/~lsi.
9. Kowalski G (1997) Information Retrieval Systems: Theory and Implementation. Kluwer Academic Publishers, Boston.
10. Letsche TA (1996) Toward large-scale information retrieval using latent semantic indexing. Master's Thesis, University of Tennessee.
11. Letsche TA and Berry MW (1997) Large-scale information retrieval with latent semantic indexing. Information Sciences-Applications, 100:105-137.
12. Nelson S, Bear S, Belony M, Johnston D, Pash J, Powell T, Savage A, Schulman J, Sorden N and Tang L (2000) Medical Subject Headings. National Library of Medicine, http://www.nlm.nih.gov/mesh/meshhome.html.
13. O'Brien GW (1994) Information Management Tools for Updating an SVD-Encoded Indexing Scheme. Master's Thesis, Department of Computer Science, University of Tennessee.
14. Selden C, Humphreys R and Betsy L (1997) Unified Medical Language System (UMLS). In U.S. Department of Health and Human Services, Public Health Service, National Institutes of Health. http://umlsinfo.nlm.nih.gov/.