Toward an improved concept-based information retrieval system
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Source Annual ACM Conference on Research and Development in Information Retrieval archive
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval table of contents
New Orleans, Louisiana, United States
Pages: 384 - 385  
Year of Publication: 2001
ISBN:1-58113-331-6
Authors
Peter V. Henstock  MIT Lincoln Lab., Lexington, MA
Daniel J. Pack  United States Air Force Academy
Young-Suk Lee  MIT Lincoln Lab., Lexington, MA
Clifford J. Weinstein  MIT Lincoln Lab., Lexington, MA
Sponsor
SIGIR: ACM Special Interest Group on Information Retrieval
Publisher
ACM Press   New York, NY, USA
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ABSTRACT

This paper presents a novel information retrieval system that includes 1) the addition of concepts to facilitate the identification of the correct word sense, 2) a natural language query interface, 3) the inclusion of weights and penalties for proper nouns that build upon the Okapi weighting scheme, and 4) a term clustering technique that exploits the spatial proximity of search terms in a document to further improve the performance. The effectiveness of the system is validated by experimental results.


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.

1   Clifford Weinstein, Young-Suk Lee, Stephanie Seneff, Dinesh Tummala, Beth Carlson, John T. Lynch, Jung-Taik Hwang, Linda Kukolich. "Automated English-Korean Translation for Enhanced Coalition Communications," The Lincoln Laboratory Journal 10(1). pp. 35-60, 1997.

2   E. Brill. "A Simple Rule-Based Part of Speech Tagger." Proceedings for the Third Conference on Applied Natural Language Processing. pp. 152-155, 1992.

3   G. Miller. "WordNet: An On-Line Lexical Database," International Journal of Lexicography. Vol. 3, No. 4, 1990.

4   Gerard Salton , Michael J. McGill, Introduction to Modern Information Retrieval, McGraw-Hill, Inc., New York, NY, 1986

5   S.E. Robertson, S. Walker, S. Jones, M.M. Hancock-Beaulieu, M. Gatford. "Okapi at TREC-3," in The 3rd Text Retrieval Conference (TREC-3) ed. by D.K. Harman,. NIST Special Pub. 500-225, 1995.

6   Stephanie Seneff, TINA: a natural language system for spoken language applications, Computational Linguistics, v.18 n.1, p.61-86, March 1992

7   Young-Suk Lee, Clifford Weinstein. "An Integrated Approach to English-Korean Translation and Translingual Information Access." Proceedings of the C-STAR Workshop. Schwetzingen, Germany, September 1999.



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