Dynamically Generating Context-Relevant Sub-Webs
Identifieur interne : 000A06 ( Main/Merge ); précédent : 000A05; suivant : 000A07Dynamically Generating Context-Relevant Sub-Webs
Auteurs : Art Vandenberg [États-Unis] ; K. Vaishnavi [États-Unis] ; Saravanaraj Duraisamy [États-Unis] ; Tianjie Deng [États-Unis]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2010.
Abstract
Abstract: There is unprecedented growth of Web information but challenges on mining this vast information resource remain. This paper addresses designing an effective prototype tool that dynamically generates sub-webs of information from a web-based resource (World Wide Web or a subset). Sub-webs present context-relevant results to individuals or groups. Given that the prototype tool is technically implemented from multiple components, each of which has efficacy, there still remains the challenge of devising an appropriate evaluation of the complete model. This is difficult when the search scope is the entire World Wide Web and a vast number of result pages are technically good on Recall but low on Precision. This paper describes an iterative approach to finding an effective technical prototype using an evaluation method that can a) reasonably model the search environment of the World Wide Web and b) provide convincing metrics for evaluating efficacy of solutions.
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DOI: 10.1007/978-3-642-13335-0_19
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Vaishnavi</name></author><author><name sortKey="Duraisamy, Saravanaraj" sort="Duraisamy, Saravanaraj" uniqKey="Duraisamy S" first="Saravanaraj" last="Duraisamy">Saravanaraj Duraisamy</name></author><author><name sortKey="Deng, Tianjie" sort="Deng, Tianjie" uniqKey="Deng T" first="Tianjie" last="Deng">Tianjie Deng</name></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:78CEDC3CA31E36AFAB97B7D907CB96C9ED9D97FE</idno><date when="2010" year="2010">2010</date><idno type="doi">10.1007/978-3-642-13335-0_19</idno><idno type="url">https://api.istex.fr/document/78CEDC3CA31E36AFAB97B7D907CB96C9ED9D97FE/fulltext/pdf</idno><idno type="wicri:Area/Istex/Corpus">000491</idno><idno type="wicri:Area/Istex/Curation">000491</idno><idno type="wicri:Area/Istex/Checkpoint">000348</idno><idno type="wicri:doubleKey">0302-9743:2010:Vandenberg A:dynamically:generating:context</idno><idno type="wicri:Area/Main/Merge">000A06</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Dynamically Generating Context-Relevant Sub-Webs</title><author><name sortKey="Vandenberg, Art" sort="Vandenberg, Art" uniqKey="Vandenberg A" first="Art" last="Vandenberg">Art Vandenberg</name><affiliation wicri:level="2"><country xml:lang="fr">États-Unis</country><wicri:regionArea>Information Systems & Technology, Georgia State University, P.O. Box 3994, 30302-3994, Atlanta, Georgia</wicri:regionArea><placeName><region type="state">Géorgie (États-Unis)</region></placeName></affiliation><affiliation wicri:level="1"><country wicri:rule="url">États-Unis</country></affiliation></author><author><name sortKey="Vaishnavi, K" sort="Vaishnavi, K" uniqKey="Vaishnavi K" first="K." last="Vaishnavi">K. Vaishnavi</name><affiliation wicri:level="2"><country xml:lang="fr">États-Unis</country><wicri:regionArea>Computer Information Systems Department, Georgia State University, P.O. 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Box 4015, 30302-4015, Atlanta, Georgia</wicri:regionArea><placeName><region type="state">Géorgie (États-Unis)</region></placeName></affiliation><affiliation wicri:level="1"><country wicri:rule="url">États-Unis</country></affiliation></author><author><name sortKey="Deng, Tianjie" sort="Deng, Tianjie" uniqKey="Deng T" first="Tianjie" last="Deng">Tianjie Deng</name><affiliation wicri:level="2"><country xml:lang="fr">États-Unis</country><wicri:regionArea>Computer Information Systems Department, Georgia State University, P.O. Box 4015, 30302-4015, Atlanta, Georgia</wicri:regionArea><placeName><region type="state">Géorgie (États-Unis)</region></placeName></affiliation><affiliation wicri:level="1"><country wicri:rule="url">États-Unis</country></affiliation></author></analytic><monogr></monogr><series><title level="s">Lecture Notes in Computer Science</title><imprint><date>2010</date></imprint><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series><idno type="istex">78CEDC3CA31E36AFAB97B7D907CB96C9ED9D97FE</idno><idno type="DOI">10.1007/978-3-642-13335-0_19</idno><idno type="ChapterID">19</idno><idno type="ChapterID">Chap19</idno></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass><langUsage><language ident="en">en</language></langUsage></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: There is unprecedented growth of Web information but challenges on mining this vast information resource remain. This paper addresses designing an effective prototype tool that dynamically generates sub-webs of information from a web-based resource (World Wide Web or a subset). Sub-webs present context-relevant results to individuals or groups. Given that the prototype tool is technically implemented from multiple components, each of which has efficacy, there still remains the challenge of devising an appropriate evaluation of the complete model. This is difficult when the search scope is the entire World Wide Web and a vast number of result pages are technically good on Recall but low on Precision. This paper describes an iterative approach to finding an effective technical prototype using an evaluation method that can a) reasonably model the search environment of the World Wide Web and b) provide convincing metrics for evaluating efficacy of solutions.</div></front></TEI></record>Pour manipuler ce document sous Unix (Dilib)
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