Latent semantic analysis (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Latent semantic analysis" in English language version.

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academia.edu

Bartell, B., Cottrell, G., and Belew, R., Latent Semantic Indexing is an Optimal Special Case of Multidimensional Scaling^{[dead link‍]}, Proceedings, ACM SIGIR Conference on Research and Development in Information Retrieval, 1992, pp. 161–167.

aclweb.org

Yarowsky, D., and Florian, R., Taking the Load off the Conference Chairs: Towards a Digital Paper-routing Assistant, Proceedings of the 1999 Joint SIGDAT Conference on Empirical Methods in NLP and Very-Large Corpora, 1999, pp. 220–230.

acm.org

dl.acm.org

Bradford, R., An Empirical Study of Required Dimensionality for Large-scale Latent Semantic Indexing Applications, Proceedings of the 17th ACM Conference on Information and Knowledge Management, Napa Valley, California, USA, 2008, pp. 153–162.

apa.org

psycnet.apa.org

Marc W. Howard; Michael J. Kahana (1999). "Contextual Variability and Serial Position Effects in Free Recall" (PDF). APA PsycNet Direct.

archive.org

Dumais, S.; Platt, J.; Heckerman, D.; Sahami, M. (1998). "Inductive learning algorithms and representations for text categorization" (PDF). Proceedings of the seventh international conference on Information and knowledge management - CIKM '98. pp. 148. CiteSeerX 10.1.1.80.8909. doi:10.1145/288627.288651. ISBN 978-1581130614. S2CID 617436.

archives-ouvertes.fr

hal.archives-ouvertes.fr

Alain Lifchitz; Sandra Jhean-Larose; Guy Denhière (2009). "Effect of tuned parameters on an LSA multiple choice questions answering model" (PDF). Behavior Research Methods. 41 (4): 1201–1209. arXiv:0811.0146. doi:10.3758/BRM.41.4.1201. PMID 19897829. S2CID 480826.

arxiv.org

Alain Lifchitz; Sandra Jhean-Larose; Guy Denhière (2009). "Effect of tuned parameters on an LSA multiple choice questions answering model" (PDF). Behavior Research Methods. 41 (4): 1201–1209. arXiv:0811.0146. doi:10.3758/BRM.41.4.1201. PMID 19897829. S2CID 480826.
Altszyler, E.; Ribeiro, S.; Sigman, M.; Fernández Slezak, D. (2017). "The interpretation of dream meaning: Resolving ambiguity using Latent Semantic Analysis in a small corpus of text". Consciousness and Cognition. 56: 178–187. arXiv:1610.01520. doi:10.1016/j.concog.2017.09.004. PMID 28943127. S2CID 195347873.
Thomas Hofmann (1999). "Probabilistic Latent Semantic Analysis". Uncertainty in Artificial Intelligence. arXiv:1301.6705.

auth.gr

delab.csd.auth.gr

Berry, Michael W., Dumais, Susan T., O'Brien, Gavin W., Using Linear Algebra for Intelligent Information Retrieval, December 1994, SIAM Review 37:4 (1995), pp. 573–595.

colorado.edu

lsa.colorado.edu

"The Latent Semantic Indexing home page".

cornell.edu

mimno.infosci.cornell.edu

Landauer, T. K., Foltz, P. W., & Laham, D. (1998). Introduction to Latent Semantic Analysis. Discourse Processes, 25, 259-284

doi.org

Susan T. Dumais (2005). "Latent Semantic Analysis". Annual Review of Information Science and Technology. 38: 188–230. doi:10.1002/aris.1440380105.
Alain Lifchitz; Sandra Jhean-Larose; Guy Denhière (2009). "Effect of tuned parameters on an LSA multiple choice questions answering model" (PDF). Behavior Research Methods. 41 (4): 1201–1209. arXiv:0811.0146. doi:10.3758/BRM.41.4.1201. PMID 19897829. S2CID 480826.
Ramiro H. Gálvez; Agustín Gravano (2017). "Assessing the usefulness of online message board mining in automatic stock prediction systems". Journal of Computational Science. 19: 1877–7503. doi:10.1016/j.jocs.2017.01.001. hdl:11336/60065.
Altszyler, E.; Ribeiro, S.; Sigman, M.; Fernández Slezak, D. (2017). "The interpretation of dream meaning: Resolving ambiguity using Latent Semantic Analysis in a small corpus of text". Consciousness and Cognition. 56: 178–187. arXiv:1610.01520. doi:10.1016/j.concog.2017.09.004. PMID 28943127. S2CID 195347873.
Gerry J. Elman (October 2007). "Automated Patent Examination Support - A proposal". Biotechnology Law Report. 26 (5): 435–436. doi:10.1089/blr.2007.9896.
Matthew Brand (2006). "Fast Low-Rank Modifications of the Thin Singular Value Decomposition". Linear Algebra and Its Applications. 415: 20–30. doi:10.1016/j.laa.2005.07.021.
Ding, Yaguang; Zhu, Guofeng; Cui, Chenyang; Zhou, Jian; Tao, Liang (2011). "A parallel implementation of Singular Value Decomposition based on Map-Reduce and PARPACK". Proceedings of 2011 International Conference on Computer Science and Network Technology. pp. 739–741. doi:10.1109/ICCSNT.2011.6182070. ISBN 978-1-4577-1587-7. S2CID 15281129.
Deerwester, Scott; Dumais, Susan T.; Furnas, George W.; Landauer, Thomas K.; Harshman, Richard (1990). "Indexing by latent semantic analysis". Journal of the American Society for Information Science. 41 (6): 391–407. CiteSeerX 10.1.1.108.8490. doi:10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9.
Abedi, Vida; Yeasin, Mohammed; Zand, Ramin (27 November 2014). "Empirical study using network of semantically related associations in bridging the knowledge gap". Journal of Translational Medicine. 12 (1): 324. doi:10.1186/s12967-014-0324-9. PMC 4252998. PMID 25428570.
Furnas, G. W.; Landauer, T. K.; Gomez, L. M.; Dumais, S. T. (1987). "The vocabulary problem in human-system communication". Communications of the ACM. 30 (11): 964–971. CiteSeerX 10.1.1.118.4768. doi:10.1145/32206.32212. S2CID 3002280.
Dumais, S.; Platt, J.; Heckerman, D.; Sahami, M. (1998). "Inductive learning algorithms and representations for text categorization" (PDF). Proceedings of the seventh international conference on Information and knowledge management - CIKM '98. pp. 148. CiteSeerX 10.1.1.80.8909. doi:10.1145/288627.288651. ISBN 978-1581130614. S2CID 617436.
Homayouni, R.; Heinrich, K.; Wei, L.; Berry, M. W. (2004). "Gene clustering by Latent Semantic Indexing of MEDLINE abstracts". Bioinformatics. 21 (1): 104–115. doi:10.1093/bioinformatics/bth464. PMID 15308538.
Price, R. J.; Zukas, A. E. (2005). "Application of Latent Semantic Indexing to Processing of Noisy Text". Intelligence and Security Informatics. Lecture Notes in Computer Science. Vol. 3495. p. 602. doi:10.1007/11427995_68. ISBN 978-3-540-25999-2.
Dumais, S.; Nielsen, J. (1992). "Automating the assignment of submitted manuscripts to reviewers". Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '92. pp. 233–244. CiteSeerX 10.1.1.16.9793. doi:10.1145/133160.133205. ISBN 978-0897915236. S2CID 15038631.
Bradford, R. B. (2006). "Application of Latent Semantic Indexing in Generating Graphs of Terrorist Networks". Intelligence and Security Informatics. Lecture Notes in Computer Science. Vol. 3975. pp. 674–675. doi:10.1007/11760146_84. ISBN 978-3-540-34478-0.
Maletic, J.; Marcus, A. (November 13–15, 2000). "Using latent semantic analysis to identify similarities in source code to support program understanding". Proceedings 12th IEEE Internationals Conference on Tools with Artificial Intelligence. ICTAI 2000. pp. 46–53. CiteSeerX 10.1.1.36.6652. doi:10.1109/TAI.2000.889845. ISBN 978-0-7695-0909-9. S2CID 10354564.
Radim Řehůřek (2011). "Subspace Tracking for Latent Semantic Analysis". Advances in Information Retrieval. Lecture Notes in Computer Science. Vol. 6611. pp. 289–300. doi:10.1007/978-3-642-20161-5_29. ISBN 978-3-642-20160-8.

epfl.ch

infoscience.epfl.ch

Monay, F., and Gatica-Perez, D., On Image Auto-annotation with Latent Space Models, Proceedings of the 11th ACM international conference on Multimedia, Berkeley, CA, 2003, pp. 275–278.

escholarship.org

cloudfront.escholarship.org

Ding, C., A Similarity-based Probability Model for Latent Semantic Indexing, Proceedings of the 22nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999, pp. 59–65.

handle.net

hdl.handle.net

Ramiro H. Gálvez; Agustín Gravano (2017). "Assessing the usefulness of online message board mining in automatic stock prediction systems". Journal of Computational Science. 19: 1877–7503. doi:10.1016/j.jocs.2017.01.001. hdl:11336/60065.

ieee.org

ieeexplore.ieee.org

Gong, Y., and Liu, X., Creating Generic Text Summaries, Proceedings, Sixth International Conference on Document Analysis and Recognition, 2001, pp. 903–907.

microsoft.com

research.microsoft.com

Dumais, S.; Platt, J.; Heckerman, D.; Sahami, M. (1998). "Inductive learning algorithms and representations for text categorization" (PDF). Proceedings of the seventh international conference on Information and knowledge management - CIKM '98. pp. 148. CiteSeerX 10.1.1.80.8909. doi:10.1145/288627.288651. ISBN 978-1581130614. S2CID 617436.

mit.edu

web.mit.edu

"MATLAB". Archived from the original on 2014-02-28.

nih.gov

pubmed.ncbi.nlm.nih.gov

Alain Lifchitz; Sandra Jhean-Larose; Guy Denhière (2009). "Effect of tuned parameters on an LSA multiple choice questions answering model" (PDF). Behavior Research Methods. 41 (4): 1201–1209. arXiv:0811.0146. doi:10.3758/BRM.41.4.1201. PMID 19897829. S2CID 480826.
Altszyler, E.; Ribeiro, S.; Sigman, M.; Fernández Slezak, D. (2017). "The interpretation of dream meaning: Resolving ambiguity using Latent Semantic Analysis in a small corpus of text". Consciousness and Cognition. 56: 178–187. arXiv:1610.01520. doi:10.1016/j.concog.2017.09.004. PMID 28943127. S2CID 195347873.
Abedi, Vida; Yeasin, Mohammed; Zand, Ramin (27 November 2014). "Empirical study using network of semantically related associations in bridging the knowledge gap". Journal of Translational Medicine. 12 (1): 324. doi:10.1186/s12967-014-0324-9. PMC 4252998. PMID 25428570.
Homayouni, R.; Heinrich, K.; Wei, L.; Berry, M. W. (2004). "Gene clustering by Latent Semantic Indexing of MEDLINE abstracts". Bioinformatics. 21 (1): 104–115. doi:10.1093/bioinformatics/bth464. PMID 15308538.

ncbi.nlm.nih.gov

Abedi, Vida; Yeasin, Mohammed; Zand, Ramin (27 November 2014). "Empirical study using network of semantically related associations in bridging the knowledge gap". Journal of Translational Medicine. 12 (1): 324. doi:10.1186/s12967-014-0324-9. PMC 4252998. PMID 25428570.

nips.cc

papers.nips.cc

Landauer, T., et al., Learning Human-like Knowledge by Singular Value Decomposition: A Progress Report, M. I. Jordan, M. J. Kearns & S. A. Solla (Eds.), Advances in Neural Information Processing Systems 10, Cambridge: MIT Press, 1998, pp. 45–51.

pnas.org

Landauer, T., Laham, D., and Derr, M., From Paragraph to Graph: Latent Semantic Analysis for Information Visualization, Proceedings of the National Academy of Sciences, 101, 2004, pp. 5214–5219.

psu.edu

citeseerx.ist.psu.edu

Deerwester, Scott; Dumais, Susan T.; Furnas, George W.; Landauer, Thomas K.; Harshman, Richard (1990). "Indexing by latent semantic analysis". Journal of the American Society for Information Science. 41 (6): 391–407. CiteSeerX 10.1.1.108.8490. doi:10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9.
Furnas, G. W.; Landauer, T. K.; Gomez, L. M.; Dumais, S. T. (1987). "The vocabulary problem in human-system communication". Communications of the ACM. 30 (11): 964–971. CiteSeerX 10.1.1.118.4768. doi:10.1145/32206.32212. S2CID 3002280.
Dumais, S.; Platt, J.; Heckerman, D.; Sahami, M. (1998). "Inductive learning algorithms and representations for text categorization" (PDF). Proceedings of the seventh international conference on Information and knowledge management - CIKM '98. pp. 148. CiteSeerX 10.1.1.80.8909. doi:10.1145/288627.288651. ISBN 978-1581130614. S2CID 617436.
Graesser, A.; Karnavat, A. (2000). "Latent Semantic Analysis Captures Causal, Goal-oriented, and Taxonomic Structures". Proceedings of CogSci 2000: 184–189. CiteSeerX 10.1.1.23.5444.
Dumais, S.; Nielsen, J. (1992). "Automating the assignment of submitted manuscripts to reviewers". Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '92. pp. 233–244. CiteSeerX 10.1.1.16.9793. doi:10.1145/133160.133205. ISBN 978-0897915236. S2CID 15038631.
Maletic, J.; Marcus, A. (November 13–15, 2000). "Using latent semantic analysis to identify similarities in source code to support program understanding". Proceedings 12th IEEE Internationals Conference on Tools with Artificial Intelligence. ICTAI 2000. pp. 46–53. CiteSeerX 10.1.1.36.6652. doi:10.1109/TAI.2000.889845. ISBN 978-0-7695-0909-9. S2CID 10354564.
Gee, K., Using Latent Semantic Indexing to Filter Spam, in: Proceedings, 2003 ACM Symposium on Applied Computing, Melbourne, Florida, pp. 460–464.

radimrehurek.com

Python

researchgate.net

Bradford, R., Efficient Discovery of New Information in Large Text Databases, Proceedings, IEEE International Conference on Intelligence and Security Informatics, Atlanta, Georgia, LNCS Vol. 3495, Springer, 2005, pp. 374–380.
Soboroff, I., et al, Visualizing Document Authorship Using N-grams and Latent Semantic Indexing, Workshop on New Paradigms in Information Visualization and Manipulation, 1997, pp. 43–48.
Karypis, G., Han, E., Fast Supervised Dimensionality Reduction Algorithm with Applications to Document Categorization and Retrieval, Proceedings of CIKM-00, 9th ACM Conference on Information and Knowledge Management.

semanticscholar.org

api.semanticscholar.org

Alain Lifchitz; Sandra Jhean-Larose; Guy Denhière (2009). "Effect of tuned parameters on an LSA multiple choice questions answering model" (PDF). Behavior Research Methods. 41 (4): 1201–1209. arXiv:0811.0146. doi:10.3758/BRM.41.4.1201. PMID 19897829. S2CID 480826.
Altszyler, E.; Ribeiro, S.; Sigman, M.; Fernández Slezak, D. (2017). "The interpretation of dream meaning: Resolving ambiguity using Latent Semantic Analysis in a small corpus of text". Consciousness and Cognition. 56: 178–187. arXiv:1610.01520. doi:10.1016/j.concog.2017.09.004. PMID 28943127. S2CID 195347873.
Ding, Yaguang; Zhu, Guofeng; Cui, Chenyang; Zhou, Jian; Tao, Liang (2011). "A parallel implementation of Singular Value Decomposition based on Map-Reduce and PARPACK". Proceedings of 2011 International Conference on Computer Science and Network Technology. pp. 739–741. doi:10.1109/ICCSNT.2011.6182070. ISBN 978-1-4577-1587-7. S2CID 15281129.
Furnas, G. W.; Landauer, T. K.; Gomez, L. M.; Dumais, S. T. (1987). "The vocabulary problem in human-system communication". Communications of the ACM. 30 (11): 964–971. CiteSeerX 10.1.1.118.4768. doi:10.1145/32206.32212. S2CID 3002280.
Dumais, S.; Platt, J.; Heckerman, D.; Sahami, M. (1998). "Inductive learning algorithms and representations for text categorization" (PDF). Proceedings of the seventh international conference on Information and knowledge management - CIKM '98. pp. 148. CiteSeerX 10.1.1.80.8909. doi:10.1145/288627.288651. ISBN 978-1581130614. S2CID 617436.
Dumais, S.; Nielsen, J. (1992). "Automating the assignment of submitted manuscripts to reviewers". Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '92. pp. 233–244. CiteSeerX 10.1.1.16.9793. doi:10.1145/133160.133205. ISBN 978-0897915236. S2CID 15038631.
Maletic, J.; Marcus, A. (November 13–15, 2000). "Using latent semantic analysis to identify similarities in source code to support program understanding". Proceedings 12th IEEE Internationals Conference on Tools with Artificial Intelligence. ICTAI 2000. pp. 46–53. CiteSeerX 10.1.1.36.6652. doi:10.1109/TAI.2000.889845. ISBN 978-0-7695-0909-9. S2CID 10354564.

shef.ac.uk

dcs.shef.ac.uk

Geneviève Gorrell; Brandyn Webb (2005). "Generalized Hebbian Algorithm for Latent Semantic Analysis" (PDF). Interspeech'2005. Archived from the original (PDF) on 2008-12-21.

springer.com

link.springer.com

Bradford, R. B. (2006). "Application of Latent Semantic Indexing in Generating Graphs of Terrorist Networks". Intelligence and Security Informatics. Lecture Notes in Computer Science. Vol. 3975. pp. 674–675. doi:10.1007/11760146_84. ISBN 978-3-540-34478-0.

umich.edu

deepblue.lib.umich.edu

Gordon, M., and Dumais, S., Using Latent Semantic Indexing for Literature Based Discovery, Journal of the American Society for Information Science, 49(8), 1998, pp. 674–685.

uni-koblenz.de

topicmodels.west.uni-koblenz.de

"image". topicmodels.west.uni-koblenz.de. Archived from the original on 17 March 2023.

upenn.edu

memory.psych.upenn.edu

Franklin M. Zaromb; et al. (2006). Temporal Associations and Prior-List Intrusions in Free Recall (PDF). Interspeech'2005.

usf.edu

w3.usf.edu

Nelson, Douglas. "The University of South Florida Word Association, Rhyme and Word Fragment Norms". Retrieved May 8, 2011.

uspto.gov

patft.uspto.gov

"US Patent 4,839,853". Archived from the original on 2017-12-02. (now expired)

web.archive.org

"US Patent 4,839,853". Archived from the original on 2017-12-02. (now expired)
"image". topicmodels.west.uni-koblenz.de. Archived from the original on 17 March 2023.
Geneviève Gorrell; Brandyn Webb (2005). "Generalized Hebbian Algorithm for Latent Semantic Analysis" (PDF). Interspeech'2005. Archived from the original (PDF) on 2008-12-21.
"MATLAB". Archived from the original on 2014-02-28.
Foltz, P. W. and Dumais, S. T. Personalized Information Delivery: An analysis of information filtering methods, Communications of the ACM, 1992, 34(12), 51-60.
Foltz, Peter W., Laham, Darrell, and Landauer, Thomas K., Automated Essay Scoring: Applications to Educational Technology, Proceedings of EdMedia, 1999.