C. Chen, N. Stoffel, M. Post, C. Basu, D. Bassu, C. Behrens  Home/Search
Context Related
| argreenhouse.com/lsi/papers...ride01.ps Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: argreenhouse.com/lsi/LSIpapers (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Latent Semantic Indexing (LSI), a vector spacebased approach to information retrieval , has been proven to be an effective tool in correlating and retrieving relevant documents. While much work has been published on LSI, most of it addresses the algorithmic or theoretical basis of the model. Little, if any, presents implementation issues in practice. In this paper, we describe a production-level implementation of LSL The system integrates components including document collection and... (Update)
Cited by: More
Web Based Collection Selection Using Singular Value Decomposition - King, Li (Correct)
Assessing the Impact of Sparsification on LSI Performance - Kontostathis, Pottenger.. (2004) (Correct)
Identification of Critical Values in Latent Semantic.. - Kontostathis, Pottenger, .. (Correct)
Active bibliography (related documents): More All
0.3: A Probabilistic Model for Dimensionality Reduction in Information.. - Ding (2001) (Correct)
0.2: Latent Semantic Kernels - Cristianini (2001) (Correct)
0.2: A Maximum Entropy Framework for Higher Order Link Analysis on .. - Acharyya, Ghosh (2003) (Correct)
Similar documents based on text: More All
0.4: Challenges for Mobile Voice-Over-IP - Agrawal, Chen, Sreenan (2000) (Correct)
0.3: Declarative RDF Models for Feature-based Targeting of Content - To Multiple Devices (Correct)
0.3: The "Emergent" Semantic Web: A Consensus Approach for.. - Behrens, Kashyap (2001) (Correct)
Related documents from co-citation: More All
4: Sparsification strategies in latent semantic indexing (context) - Gao, Zhang - 2003
4: Using lsi for text classification in the presence of background text - Zelikovitz, Hirsh - 2001
4: Latent semantic indexing (context) - Dumais - 1994
BibTeX entry: (Update)
C.-M. Chen, N. Sto#el, M. Post, C. Basu, D. Bassu, and C. Behrens. Telcordia lsi engine: Implementation and scalability issues. In Proceedings of the Eleventh International Workshop on Research Issues in Data Engineering, pages 51--58, April 2001. http://citeseer.ist.psu.edu/chen01telcordia.html More
@inproceedings{ chentelcordia,
author = "C.-M. Chen and N. Stoffel and M. Post and C. Basu and D. Bassu and C. Behrens",
title = "Telcordia {LSI} Engine: Implementation and Scalability Issues",
pages = "51--58",
url = "citeseer.ist.psu.edu/chen01telcordia.html" }
Citations (may not include all citations):568 Indexing by latent semantic analysis - Deerwester, Dumais et al. - 1990
178 Sparse matrix test problems (context) - Duff, amd et al. - 1989
165 The SR-tree: an index structure for high-dimensional nearest.. - Katayama, Satoh - 1997
162 Similarity indexing with the SS-tree (context) - White, Jain - 1996
123 Probabilistic latent semantic indexing - Hofmann - 1999
64 Latent semantic indexing: A probabilistic analysis - Papadimitriou, Raghavan et al. - 1998
22 A similarity-based probability model for latent semantic ind.. - Ding - 1999
7 Latent semantic-space: iterative scaling im- proves precisio.. - Ando - 2000
5 Term-weighting approaches in automatic retrieval (context) - Salton, Buckley - 1988
4 Approximate dimension equalization in vector-based informati.. - Jiang, Littman - 2000
1 Latent semantic indexing model for boolean query formulation - Baek, Lim et al. - 2000
1 Web information retrieval (context) - Hensinger - 2000
Documents on the same site (http://lsi.argreenhouse.com/lsi/LSIpapers.html): More
An Explanation Of The Effectiveness Of Latent Semantic Indexing By .. - Story (1996) (Correct)
Combining Evidence for Effective Information Filtering - Dumais (1996) (Correct)
Automatic Cross-Linguistic Information Retrieval using Latent.. - Dumais (1997) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC