A similarity-based probability model for latent semantic indexing

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A similarity-based probability model for latent semantic indexing

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Annual ACM Conference on Research and Development in Information Retrieval archive
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval table of contents

Berkeley, California, United States

Pages: 58 - 65

Year of Publication: 1999

ISBN:1-58113-096-1

Author

Chris H. Q. Ding

NERSC Division, Lawrence Berkeley National Laboratory, University of California, Berkeley, CA

Sponsor

SIGIR: ACM Special Interest Group on Information Retrieval

Publisher

ACM New York, NY, USA

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Downloads (6 Weeks): 15, Downloads (12 Months): 118, Citation Count: 25

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REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

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CITED BY 25

	Charu C. Aggarwal, On the effects of dimensionality reduction on high dimensional similarity search, Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, p.256-266, May 2001, Santa Barbara, California, United States
	Rie Kubota Ando, Latent semantic space: iterative scaling improves precision of inter-document similarity measurement, Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval, p.216-223, July 24-28, 2000, Athens, Greece
	John Caron, Experiments with LSA scoring: optimal rank and basis, Computational information retrieval, Society for Industrial and Applied Mathematics, Philadelphia, PA, 2001
	Rie Kubota Ando , Lillian Lee, Iterative residual rescaling, Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, p.154-162, September 2001, New Orleans, Louisiana, United States
	Xiaoying Tai , Fuji Ren , Kenji Kita, An information retrieval model based on vector space method by supervised learning, Information Processing and Management: an International Journal, v.38 n.6, p.749-764, November 2002
	Eleni Stroulia , Kavita Jari, EduNuggets: an intelligent environment for managing and delivering multimedia education content, Proceedings of the 8th international conference on Intelligent user interfaces, January 12-15, 2003, Miami, Florida, USA
	Chris H. Q. Ding, A probabilistic model for latent semantic indexing in information retrieval and filtering, Computational information retrieval, Society for Industrial and Applied Mathematics, Philadelphia, PA, 2001
	Parry Husbands , Horst Simon , Chris H. Q. Ding, On the use of the singular value decomposition for text retrieval, Computational information retrieval, Society for Industrial and Applied Mathematics, Philadelphia, PA, 2001
	Xiaofei He , Deng Cai , Haifeng Liu , Wei-Ying Ma, Locality preserving indexing for document representation, Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, July 25-29, 2004, Sheffield, United Kingdom
	Holger Bast , Debapriyo Majumdar, Why spectral retrieval works, Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, August 15-19, 2005, Salvador, Brazil
	Jacob G. Martin, Subproblem optimization by gene correlation with singular value decomposition, Proceedings of the 2005 conference on Genetic and evolutionary computation, June 25-29, 2005, Washington DC, USA
	Chris H. Q. Ding, A probabilistic model for Latent Semantic Indexing: Research Articles, Journal of the American Society for Information Science and Technology, v.56 n.6, p.597-608, April 2005
	Parry Husbands , Horst Simon , Chris Ding, Term norm distribution and its effects on latent semantic indexing, Information Processing and Management: an International Journal, v.41 n.4, p.777-787, July 2005
	E. R. Jessup , J. H. Martin, Taking a new look at the latent semantic analysis approach to information retrieval, Computational information retrieval, Society for Industrial and Applied Mathematics, Philadelphia, PA, 2001
	Deng Cai , Xiaofei He, Orthogonal locality preserving indexing, Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, August 15-19, 2005, Salvador, Brazil
	Miles Efron, Eigenvalue-based model selection during latent semantic indexing: Research Articles, Journal of the American Society for Information Science and Technology, v.56 n.9, p.969-988, July 2005
	April Kontostathis , William M. Pottenger, A framework for understanding latent semantic indexing (LSI) performance, Information Processing and Management: an International Journal, v.42 n.1, p.56-73, January 2006
	Zi Huang , Xiaofang Zhou , Dawei Song , Peter Bruza, Dimensionality reduction in patch-signature based protein structure matching, Proceedings of the 17th Australasian Database Conference, p.89-97, January 16-19, 2006, Hobart, Australia
	Hua Yan , William I. Grosky , Farshad Fotouhi, Augmenting the power of LSI in text retrieval: Singular value rescaling, Data & Knowledge Engineering, v.65 n.1, p.108-125, April, 2008
	Ian M. Soboroff , Charles K. Nicholas, Related, but not Relevant: Content-Based Collaborative Filtering in TREC-8, Information Retrieval, v.5 n.2-3, p.189-208, April-July 2002
	Ken Goldberg , Theresa Roeder , Dhruv Gupta , Chris Perkins, Eigentaste: A Constant Time Collaborative Filtering Algorithm, Information Retrieval, v.4 n.2, p.133-151, July 2001
	Nikolaos Ampazis , Stavros J. Perantonis, LSISOM – A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections, Neural Processing Letters, v.19 n.2, p.157-173, April 2004
	Xiaojun Quan , Enhong Chen , Qiming Luo , Hui Xiong, Adaptive label-driven scaling for latent semantic indexing, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
	Miles Efron, Model-averaged latent semantic indexing, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
	Deng Cai , Xiaofei He , Jiawei Han, Document Clustering Using Locality Preserving Indexing, IEEE Transactions on Knowledge and Data Engineering, v.17 n.12, p.1624-1637, December 2005