Dynamically Generating Context-Relevant Sub-Webs
Identifieur interne : 000491 ( Istex/Corpus ); précédent : 000490; suivant : 000492Dynamically Generating Context-Relevant Sub-Webs
Auteurs : Art Vandenberg ; K. Vaishnavi ; Saravanaraj Duraisamy ; Tianjie DengSource :
- 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.
Url:
DOI: 10.1007/978-3-642-13335-0_19
Links to Exploration step
ISTEX:78CEDC3CA31E36AFAB97B7D907CB96C9ED9D97FELe document en format XML
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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><istex><corpusName>springer</corpusName><author><json:item><name>Art Vandenberg</name><affiliations><json:string>Information Systems & Technology, Georgia State University, P.O. Box 3994, 30302-3994, Atlanta, Georgia, U.S.A.</json:string><json:string>E-mail: avandenberg@gsu.edu</json:string></affiliations></json:item><json:item><name>Vijay K. Vaishnavi</name><affiliations><json:string>Computer Information Systems Department, Georgia State University, P.O. 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DisplayOrder="Western"><GivenName>Bernhard</GivenName><FamilyName>Steffen</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff11"><EditorName DisplayOrder="Western"><GivenName>Madhu</GivenName><FamilyName>Sudan</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff12"><EditorName DisplayOrder="Western"><GivenName>Demetri</GivenName><FamilyName>Terzopoulos</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff13"><EditorName DisplayOrder="Western"><GivenName>Doug</GivenName><FamilyName>Tygar</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff14"><EditorName DisplayOrder="Western"><GivenName>Moshe</GivenName><GivenName>Y.</GivenName><FamilyName>Vardi</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff15"><EditorName DisplayOrder="Western"><GivenName>Gerhard</GivenName><FamilyName>Weikum</FamilyName></EditorName></Editor><Affiliation ID="Aff1"><OrgName>Lancaster University</OrgName><OrgAddress><City>Lancaster</City><Country>UK</Country></OrgAddress></Affiliation><Affiliation ID="Aff2"><OrgName>Carnegie Mellon University</OrgName><OrgAddress><City>Pittsburgh</City><State>PA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff3"><OrgName>University of Surrey</OrgName><OrgAddress><City>Guildford</City><Country>UK</Country></OrgAddress></Affiliation><Affiliation ID="Aff4"><OrgName>Cornell University</OrgName><OrgAddress><City>Ithaca</City><State>NY</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff5"><OrgName>ETH Zurich</OrgName><OrgAddress><City>Zurich</City><Country>Switzerland</Country></OrgAddress></Affiliation><Affiliation ID="Aff6"><OrgName>Stanford University</OrgName><OrgAddress><City>Stanford</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff7"><OrgName>Weizmann Institute of Science</OrgName><OrgAddress><City>Rehovot</City><Country>Israel</Country></OrgAddress></Affiliation><Affiliation ID="Aff8"><OrgName>University of Bern</OrgName><OrgAddress><City>Bern</City><Country>Switzerland</Country></OrgAddress></Affiliation><Affiliation ID="Aff9"><OrgName>Indian Institute of Technology</OrgName><OrgAddress><City>Madras</City><Country>India</Country></OrgAddress></Affiliation><Affiliation ID="Aff10"><OrgName>University of Dortmund</OrgName><OrgAddress><City>Dortmund</City><Country>Germany</Country></OrgAddress></Affiliation><Affiliation ID="Aff11"><OrgName>Massachusetts Institute of Technology</OrgName><OrgAddress><State>MA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff12"><OrgName>University of California</OrgName><OrgAddress><City>Los Angeles</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff13"><OrgName>University of California</OrgName><OrgAddress><City>Berkeley</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff14"><OrgName>Rice University</OrgName><OrgAddress><City>Houston</City><State>TX</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff15"><OrgName>Max-Planck Institute of Computer Science</OrgName><OrgAddress><City>Saarbrücken</City><Country>Germany</Country></OrgAddress></Affiliation></EditorGroup></SeriesHeader><Book Language="En"><BookInfo BookProductType="Proceedings" ContainsESM="No" Language="En" MediaType="eBook" NumberingDepth="2" NumberingStyle="ContentOnly" OutputMedium="All" TocLevels="0"><BookID>978-3-642-13335-0</BookID><BookTitle>Global Perspectives on Design Science Research</BookTitle><BookSubTitle>5th International Conference, DESRIST 2010, St. Gallen, Switzerland, June 4-5, 2010. Proceedings.</BookSubTitle><BookVolumeNumber>6105</BookVolumeNumber><BookSequenceNumber>6105</BookSequenceNumber><BookDOI>10.1007/978-3-642-13335-0</BookDOI><BookTitleID>211664</BookTitleID><BookPrintISBN>978-3-642-13334-3</BookPrintISBN><BookElectronicISBN>978-3-642-13335-0</BookElectronicISBN><BookChapterCount>45</BookChapterCount><BookCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2010</CopyrightYear></BookCopyright><BookSubjectGroup><BookSubject Code="I" Type="Primary">Computer Science</BookSubject><BookSubject Code="I18040" Priority="1" Type="Secondary">Information Systems Applications (incl.Internet)</BookSubject><BookSubject Code="I13022" Priority="2" Type="Secondary">Computer Communication Networks</BookSubject><BookSubject Code="I21017" Priority="3" Type="Secondary">Artificial Intelligence (incl. Robotics)</BookSubject><BookSubject Code="I14029" Priority="4" Type="Secondary">Software Engineering</BookSubject><BookSubject Code="I18032" Priority="5" Type="Secondary">Information Storage and Retrieval</BookSubject><BookSubject Code="I18067" Priority="6" Type="Secondary">User Interfaces and Human Computer Interaction</BookSubject><SubjectCollection Code="SUCO11645">Computer Science</SubjectCollection></BookSubjectGroup><BookContext><SeriesID>558</SeriesID></BookContext></BookInfo><BookHeader><EditorGroup><Editor AffiliationIDS="Aff16"><EditorName DisplayOrder="Western"><GivenName>Robert</GivenName><FamilyName>Winter</FamilyName></EditorName><Contact><Email>robert.winter@unisg.ch</Email></Contact></Editor><Editor AffiliationIDS="Aff17"><EditorName DisplayOrder="Western"><GivenName>J.</GivenName><GivenName>Leon</GivenName><FamilyName>Zhao</FamilyName></EditorName><Contact><Email>jlzhao@cityu.edu.hk</Email></Contact></Editor><Editor AffiliationIDS="Aff18"><EditorName DisplayOrder="Western"><GivenName>Stephan</GivenName><FamilyName>Aier</FamilyName></EditorName><Contact><Email>stephan.aier@unisg.ch</Email></Contact></Editor><Affiliation ID="Aff16"><OrgDivision>Institute of Information Management</OrgDivision><OrgName>University of St. Gallen</OrgName><OrgAddress><Street>Müller-Friedberg-Strasse 8</Street><Postcode>9000</Postcode><City>St. Gallen</City><Country>Switzerland</Country></OrgAddress></Affiliation><Affiliation ID="Aff17"><OrgDivision>Department of Information Systems</OrgDivision><OrgName>City University of Hong Kong, Kowloon</OrgName><OrgAddress><City>Hong Kong</City><Country>China</Country></OrgAddress></Affiliation><Affiliation ID="Aff18"><OrgDivision>Institut of Information Management</OrgDivision><OrgName>University of St. Gallen</OrgName><OrgAddress><Street>Mueller-Friedberg-Strasse 8</Street><Postcode>9000</Postcode><City>St. Gallen</City><Country>Switzerland</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part6"><PartInfo TocLevels="0"><PartID>6</PartID><PartSequenceNumber>6</PartSequenceNumber><PartTitle>Design and Information</PartTitle><PartChapterCount>3</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookTitle>Global Perspectives on Design Science Research</BookTitle></PartContext></PartInfo><Chapter ID="Chap19" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingDepth="2" NumberingStyle="ContentOnly" TocLevels="0"><ChapterID>19</ChapterID><ChapterDOI>10.1007/978-3-642-13335-0_19</ChapterDOI><ChapterSequenceNumber>19</ChapterSequenceNumber><ChapterTitle Language="En">Dynamically Generating Context-Relevant Sub-Webs</ChapterTitle><ChapterFirstPage>270</ChapterFirstPage><ChapterLastPage>285</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2010</CopyrightYear></ChapterCopyright><ChapterGrants Type="Regular"><MetadataGrant Grant="OpenAccess"></MetadataGrant><AbstractGrant Grant="OpenAccess"></AbstractGrant><BodyPDFGrant Grant="Restricted"></BodyPDFGrant><BodyHTMLGrant Grant="Restricted"></BodyHTMLGrant><BibliographyGrant Grant="Restricted"></BibliographyGrant><ESMGrant Grant="Restricted"></ESMGrant></ChapterGrants><ChapterContext><SeriesID>558</SeriesID><PartID>6</PartID><BookID>978-3-642-13335-0</BookID><BookTitle>Global Perspectives on Design Science Research</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff19"><AuthorName DisplayOrder="Western"><GivenName>Art</GivenName><FamilyName>Vandenberg</FamilyName></AuthorName><Contact><Email>avandenberg@gsu.edu</Email></Contact></Author><Author AffiliationIDS="Aff20"><AuthorName DisplayOrder="Western"><GivenName>Vijay</GivenName><GivenName>K.</GivenName><FamilyName>Vaishnavi</FamilyName></AuthorName><Contact><Email>vvaishna@gsu.edu</Email></Contact></Author><Author AffiliationIDS="Aff20"><AuthorName DisplayOrder="Western"><GivenName>Saravanaraj</GivenName><FamilyName>Duraisamy</FamilyName></AuthorName><Contact><Email>sduraisamy1@student.gsu.edu</Email></Contact></Author><Author AffiliationIDS="Aff20"><AuthorName DisplayOrder="Western"><GivenName>Tianjie</GivenName><FamilyName>Deng</FamilyName></AuthorName><Contact><Email>tdeng1@student.gsu.edu</Email></Contact></Author><Affiliation ID="Aff19"><OrgDivision>Information Systems & Technology</OrgDivision><OrgName>Georgia State University</OrgName><OrgAddress><Postbox>P.O. Box 3994</Postbox><City>Atlanta</City><State>Georgia</State><Postcode>30302-3994</Postcode><Country>U.S.A.</Country></OrgAddress></Affiliation><Affiliation ID="Aff20"><OrgDivision>Computer Information Systems Department</OrgDivision><OrgName>Georgia State University</OrgName><OrgAddress><Postbox>P.O. Box 4015</Postbox><City>Atlanta</City><State>Georgia</State><Postcode>30302-4015</Postcode><Country>U.S.A.</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>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.</Para></Abstract><KeywordGroup Language="En"><Heading>Keywords</Heading><Keyword>Context</Keyword><Keyword>Sub-Web</Keyword><Keyword>Web Mining</Keyword><Keyword>Evaluation</Keyword><Keyword>Metrics</Keyword></KeywordGroup></ChapterHeader><NoBody></NoBody></Chapter></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>Dynamically Generating Context-Relevant Sub-Webs</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>Dynamically Generating Context-Relevant Sub-Webs</title></titleInfo><name type="personal"><namePart type="given">Art</namePart><namePart type="family">Vandenberg</namePart><affiliation>Information Systems & Technology, Georgia State University, P.O. Box 3994, 30302-3994, Atlanta, Georgia, U.S.A.</affiliation><affiliation>E-mail: avandenberg@gsu.edu</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Vijay</namePart><namePart type="given">K.</namePart><namePart type="family">Vaishnavi</namePart><affiliation>Computer Information Systems Department, Georgia State University, P.O. Box 4015, 30302-4015, Atlanta, Georgia, U.S.A.</affiliation><affiliation>E-mail: vvaishna@gsu.edu</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Saravanaraj</namePart><namePart type="family">Duraisamy</namePart><affiliation>Computer Information Systems Department, Georgia State University, P.O. Box 4015, 30302-4015, Atlanta, Georgia, U.S.A.</affiliation><affiliation>E-mail: sduraisamy1@student.gsu.edu</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Tianjie</namePart><namePart type="family">Deng</namePart><affiliation>Computer Information Systems Department, Georgia State University, P.O. Box 4015, 30302-4015, Atlanta, Georgia, U.S.A.</affiliation><affiliation>E-mail: tdeng1@student.gsu.edu</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre type="conference" displayLabel="OriginalPaper"></genre><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2010</dateIssued><copyrightDate encoding="w3cdtf">2010</copyrightDate></originInfo><language><languageTerm type="code" authority="rfc3066">en</languageTerm><languageTerm type="code" authority="iso639-2b">eng</languageTerm></language><physicalDescription><internetMediaType>text/html</internetMediaType></physicalDescription><abstract 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.</abstract><relatedItem type="host"><titleInfo><title>Global Perspectives on Design Science Research</title><subTitle>5th International Conference, DESRIST 2010, St. Gallen, Switzerland, June 4-5, 2010. Proceedings.</subTitle></titleInfo><name type="personal"><namePart type="given">Robert</namePart><namePart type="family">Winter</namePart><affiliation>Institute of Information Management, University of St. Gallen, Müller-Friedberg-Strasse 8, 9000, St. Gallen, Switzerland</affiliation><affiliation>E-mail: robert.winter@unisg.ch</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">J.</namePart><namePart type="given">Leon</namePart><namePart type="family">Zhao</namePart><affiliation>Department of Information Systems, City University of Hong Kong, Kowloon, Hong Kong, China</affiliation><affiliation>E-mail: jlzhao@cityu.edu.hk</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Stephan</namePart><namePart type="family">Aier</namePart><affiliation>Institut of Information Management, University of St. Gallen, Mueller-Friedberg-Strasse 8, 9000, St. Gallen, Switzerland</affiliation><affiliation>E-mail: stephan.aier@unisg.ch</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><genre type="book-series" displayLabel="Proceedings"></genre><originInfo><copyrightDate encoding="w3cdtf">2010</copyrightDate><issuance>monographic</issuance></originInfo><subject><genre>Book-Subject-Collection</genre><topic authority="SpringerSubjectCodes" authorityURI="SUCO11645">Computer Science</topic></subject><subject><genre>Book-Subject-Group</genre><topic authority="SpringerSubjectCodes" authorityURI="I">Computer Science</topic><topic authority="SpringerSubjectCodes" authorityURI="I18040">Information Systems Applications (incl.Internet)</topic><topic authority="SpringerSubjectCodes" authorityURI="I13022">Computer Communication Networks</topic><topic authority="SpringerSubjectCodes" authorityURI="I21017">Artificial Intelligence (incl. 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UK</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Jon</namePart><namePart type="given">M.</namePart><namePart type="family">Kleinberg</namePart><affiliation>Cornell University, Ithaca, NY, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Friedemann</namePart><namePart type="family">Mattern</namePart><affiliation>ETH Zurich, Zurich, Switzerland</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">John</namePart><namePart type="given">C.</namePart><namePart type="family">Mitchell</namePart><affiliation>Stanford University, Stanford, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Moni</namePart><namePart type="family">Naor</namePart><affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Oscar</namePart><namePart type="family">Nierstrasz</namePart><affiliation>University of Bern, Bern, Switzerland</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">C.</namePart><namePart type="family">Pandu Rangan</namePart><affiliation>Indian Institute of Technology, Madras, India</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Bernhard</namePart><namePart type="family">Steffen</namePart><affiliation>University of Dortmund, Dortmund, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Madhu</namePart><namePart type="family">Sudan</namePart><affiliation>Massachusetts Institute of Technology, MA, USA</affiliation><role><roleTerm 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2010</recordOrigin></recordInfo></mods></metadata><enrichments><json:item><type>multicat</type><uri>https://api.istex.fr/document/78CEDC3CA31E36AFAB97B7D907CB96C9ED9D97FE/enrichments/multicat</uri></json:item><istex:refBibTEI uri="https://api.istex.fr/document/78CEDC3CA31E36AFAB97B7D907CB96C9ED9D97FE/enrichments/refBib"><teiHeader></teiHeader><text><front></front><body></body><back><listBibl><biblStruct xml:id="b0"><analytic><title level="a" type="main">The World Wide Web: Quagmire or Gold Mine</title><author><persName><forename type="first">O</forename><surname>Etzioni</surname></persName></author></analytic><monogr><title level="j">Communications of the ACM</title><imprint><biblScope unit="page" from="65" to="68"></biblScope><date type="published" when="1996"></date></imprint></monogr></biblStruct><biblStruct xml:id="b1"><analytic><title level="a" type="main">Information Retrieval on the Web</title><author><persName><forename 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