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IBM Almaden Research Center
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Clever
| Past Project |
The CLEVER search engine incorporates several algorithms that make use of the Web's hyperlink structure for discovering high-quality information.
It can be exceedingly difficult to locate resources on the World Wide Web that are both high-quality and relevant to a user's informational needs. Traditional automated search methods for locating information on the Web are easily overwhelmed by low-quality and unrelated content. Second generation search engines have to have effective methods for focusing on the most authoritative documents. The rich structure implicit in hyperlinks among Web documents offers a simple, and effective, means to deal with many of these problems.
| Additional Information: |
| Publications: |
 | Authoritative sources in a hyperlinked environment
[To appear in the Journal of the ACM, 1999. Also appears as IBM Research Report RJ 10076, May 1997] |
| Automatic Resource Compilation by Analyzing Hyperlink Structure and Associated Text
[Proceedings of the 7th World-Wide Web conference, 1998. Copyright owned by Elsevier Sciences, Amsterdam] |
 | Scalable feature selection, classification and signature generation for organizing large text databases into hierarchical topic taxonomies
[VLDB Journal, 1998 (invited)] |
 | Enhanced hypertext categorization using hyperlinks
[Proceedings of ACM SIGMOD 1998] |
| Mining the link structure of the World Wide Web
| | Trawling the Web for emerging cyber-communities
[Eighth World Wide Web conference, Toronto, Canada, May 1999] |
| The web as a graph: Measurements, models and methods
[Eighth World Wide Web conference, Toronto, Canada, May 1999] |
| Extracting large scale knowledge bases from the web.
[IEEE International conference on Very Large Databases (VLDB), Edinburgh, Scotland] |
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