Downdating the latent semantic indexing model for conceptual information retrieval

Computer Journal

Volumn 41, Issue 8, 1998, Pages 600-601

  Witter, Dian I ^a   Berry, Michael W ^a  

^a University of Tennessee   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; COMPUTER SIMULATION; COMPUTER SOFTWARE; DATABASE SYSTEMS; ENCODING (SYMBOLS); INDEXING (OF INFORMATION); MATRIX ALGEBRA; STATISTICAL METHODS; VECTORS;

DOWNDATING THE REDUCED MODEL (DRM) METHODS; LATENT SEMANTIC INDEXING (LSI); SINGULAR VALUE DECOMPOSITION (SVD);

INFORMATION RETRIEVAL;

EID: 0032260148     PISSN: 00104620     EISSN: None     Source Type: Journal    
DOI: 10.1093/comjnl/41.8.589     Document Type: Article

References (20)

1. Berry, M., Dumais, S. and O'Brien, G. (1995) Using linear algebra for intelligent information retrieval. SIAM Review, 37, 573-595.
2. Deerwester, S., Dumais, S. T., Furnas, G. W., Landauer, T. K. and Harshman, R. (1990) Indexing by latent semantic analysis. J. Amer. Soc. Inform. Sci., 41, 391-407.
3. Letsche, T. A. and Berry, M. W. (1997) Large-scale information retrieval with latent semantic indexing. Inform. Sci., 100, 105-137.
4. O'Brien, G. W. (1994) Information Management Tools for Updating an SVD-Encoded Indexing Scheme. Masters Thesis, Department of Computer Science, University of Tennessee.
5. Witter, D. I. ( 1997) Downdating the Latent Semantic Indexing Model for Information Retrieval. Masters Thesis, Department of Computer Science, University of Tennessee.
6. Letsche, T. A. (1996) Toward Large-Scale Information Retrieval Using Latent Semantic Indexing. Masters Thesis, Department of Computer Science, University of Tennessee.
7. Dumais, S. T. (1991) Improving the retrieval of information from external sources. Behavior Res. Methods, Instrum. & Comput., 23, 229-236.
8. Berry, M. W. (1992) Large scale singular value computations. Int. J. Supercomput. Applic., 6, 13-49.
9. Salton, G. and Buckley, C. (1990) Improving retrieval performance by relevance feedback. J. Amer. Soc. Inform. Sci., 41, 288-297.
10. Berry, M. W. and Fierro, R. D. (1996) Low-rank orthogonal decompositions for information retrieval applications. Num. Linear Alg. Applic., 3, 301-327.
11. Simon, H. and Zha, H. (1997) On Updating Problems in Latent Semantic Indexing. Technical Report No. CSE-97-011, The Pennsylvania State University.
12. th Symposium on the Interface: Computing Science and Statistics, Houston, TX. Interface of North America Foundation, Fairfax Station, VA.
13. Björck, Ȧ. (1990) Numerical Methods for Least Squares Problems. Linköping University Press, Linköping, Sweden.
14. Gu, M. and Eisenstat, S. C. (1995) Downdating the singular value decomposition. SIAM J. Matrix Anal. Applic., 16, 793-810.
15. Park, H. and Van Huffel, S. (1995) Two-way bidiagonalization scheme for downdating the singular value decomposition. Linear Alg. Applic., 222, 23-40.
16. Golub, G. H. and Van Loan, C. F. (1996) Matrix Computations (3rd edn). Johns Hopkins University Press, Baltimore, MD.
17. Frakes, W. and Baeza-Yates, R. (1992) Information Retrieval: Data Structures & Algorithms. Prentice Hall, Englewood Cliffs, NJ.
18. Snir, M., Otto, S., Huss-Lederman, S., Walker, D. and Dongarra, J. (1996) MPI: The Complete Reference. The MIT Press, Cambridge, MA.
19. Fox, G., Williams, R. and Messina, P. (1994) Parallel Computing Works!. Morgan Kaufmann Publishers, Inc., San Francisco, CA.
20. The Concise Columbia Encyclopedia (2nd edn), (1989) Columbia University Press, New York.