Improved algorithms for topic distillation in a hyperlinked environment
Bharat K, Henzinger MH. 2003. Improved algorithms for topic distillation in a hyperlinked environment. 21st annual international ACM SIGIR conference on Research and development in information retrieval. SIGIR: International Conference on Research and Development in Information Retrieval, 104–111.
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Conference Paper
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Author
Bharat, Krishna;
Henzinger, MonikaISTA 
Abstract
This paper addresses the problem of topic distillation on the World Wide Web, namely, given a typical user query to find quality documents related to the query topic. Connectivity analysis has been shown to be useful in identifying high quality pages within a topic specific graph of hyperlinked documents. The essence of our approach is to augment a previous connectivity analysis based algorithm with content analysis. We identify three problems with the existing approach and devise algorithms to tackle them. The results of a user evaluation are reported that show an improvement of precision at 10
documents by at least 45% over pure connectivity analysis.
Publishing Year
Date Published
2003-08-01
Proceedings Title
21st annual international ACM SIGIR conference on Research and development in information retrieval
Publisher
Association for Computing Machinery
Page
104–111
Conference
SIGIR: International Conference on Research and Development in Information Retrieval
Conference Location
Melbourne, Australia
Conference Date
1998-08-24 – 1998-08-28
ISBN
ISSN
IST-REx-ID
Cite this
Bharat K, Henzinger MH. Improved algorithms for topic distillation in a hyperlinked environment. In: 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery; 2003:104–111. doi:10.1145/290941.290972
Bharat, K., & Henzinger, M. H. (2003). Improved algorithms for topic distillation in a hyperlinked environment. In 21st annual international ACM SIGIR conference on Research and development in information retrieval (pp. 104–111). Melbourne, Australia: Association for Computing Machinery. https://doi.org/10.1145/290941.290972
Bharat, Krishna, and Monika H Henzinger. “Improved Algorithms for Topic Distillation in a Hyperlinked Environment.” In 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 104–111. Association for Computing Machinery, 2003. https://doi.org/10.1145/290941.290972.
K. Bharat and M. H. Henzinger, “Improved algorithms for topic distillation in a hyperlinked environment,” in 21st annual international ACM SIGIR conference on Research and development in information retrieval, Melbourne, Australia, 2003, pp. 104–111.
Bharat K, Henzinger MH. 2003. Improved algorithms for topic distillation in a hyperlinked environment. 21st annual international ACM SIGIR conference on Research and development in information retrieval. SIGIR: International Conference on Research and Development in Information Retrieval, 104–111.
Bharat, Krishna, and Monika H. Henzinger. “Improved Algorithms for Topic Distillation in a Hyperlinked Environment.” 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Association for Computing Machinery, 2003, pp. 104–111, doi:10.1145/290941.290972.
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