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1
Using web structure for classifying and describing web pages
May 2002
WWW '02: Proceedings of the 11th international conference on World Wide Web
Publisher: ACM
Full text available: PdfPdf (136.12 KB)
Additional Information:full citation, abstract, references, cited by, index terms
Bibliometrics:  Downloads (6 Weeks): 7,   Downloads (12 Months): 71,   Downloads (Overall): 1202,    Citation Count: 44

The structure of the web is increasingly being used to improve organization, search, and analysis of information on the web. For example, Google uses the text in citing documents (documents that link to the target document) for search. We analyze the ...


Keywords: SVM, anchortext, classification, cluster naming, entropy based feature extraction, evaluation, web directory, web structure
2
Inferring hierarchical descriptions
November 2002
CIKM '02: Proceedings of the eleventh international conference on Information and knowledge management
Publisher: ACM Request Permissions Request Permissions   
Full text available: PdfPdf (239.32 KB)
Additional Information:full citation, abstract, references, cited by, index terms
Bibliometrics:  Downloads (6 Weeks): 14,   Downloads (12 Months): 58,   Downloads (Overall): 507,    Citation Count: 10

We create a statistical model for inferring hierarchical term relationships about a topic, given only a small set of example web pages on the topic, without prior knowledge of any hierarchical information. The model can utilize either the full text of ...


Keywords: cluster naming, feature selection, hierarchical relationships, statistical models, web analysis