Using Pseudo Feedback to Improve Cross-Lingual Ontology Mapping
Identifieur interne : 000D71 ( Istex/Corpus ); précédent : 000D70; suivant : 000D72Using Pseudo Feedback to Improve Cross-Lingual Ontology Mapping
Auteurs : Bo Fu ; Rob Brennan ; Declan O UllivanSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2011.
Abstract
Abstract: Translation techniques are often employed by cross-lingual ontology mapping (CLOM) approaches to turn a cross-lingual mapping problem into a monolingual mapping problem which can then be solved by state of the art monolingual ontology matching tools. However in the process of doing so, noisy translations can compromise the quality of the matches generated by the subsequent monolingual matching techniques. In this paper, a novel approach to improve the quality of cross-lingual ontology mapping is presented and evaluated. The proposed approach adopts the pseudo feedback technique that is similar to the well understood relevance feedback mechanism used in the field of information retrieval. It is shown through the evaluation that pseudo feedback can improve the matching quality in a CLOM scenario.
Url:
DOI: 10.1007/978-3-642-21034-1_23
Links to Exploration step
ISTEX:A8B8C6DC43B1A17DCCB94DF293BB1654BC9A6ADELe document en format XML
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However in the process of doing so, noisy translations can compromise the quality of the matches generated by the subsequent monolingual matching techniques. In this paper, a novel approach to improve the quality of cross-lingual ontology mapping is presented and evaluated. The proposed approach adopts the pseudo feedback technique that is similar to the well understood relevance feedback mechanism used in the field of information retrieval. 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ontology mapping (CLOM) approaches to turn a cross-lingual mapping problem into a monolingual mapping problem which can then be solved by state of the art monolingual ontology matching tools. However in the process of doing so, noisy translations can compromise the quality of the matches generated by the subsequent monolingual matching techniques. In this paper, a novel approach to improve the quality of cross-lingual ontology mapping is presented and evaluated. The proposed approach adopts the pseudo feedback technique that is similar to the well understood relevance feedback mechanism used in the field of information retrieval. 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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>978-3-642-21034-1</BookID><BookTitle>The Semantic Web: Research and Applications</BookTitle><BookSubTitle>8th Extended Semantic Web Conference, ESWC 2011, Heraklion, Crete, Greece, May 29-June 2, 2011, Proceedings, Part I</BookSubTitle><BookVolumeNumber>6643</BookVolumeNumber><BookSequenceNumber>6643</BookSequenceNumber><BookDOI>10.1007/978-3-642-21034-1</BookDOI><BookTitleID>270299</BookTitleID><BookPrintISBN>978-3-642-21033-4</BookPrintISBN><BookElectronicISBN>978-3-642-21034-1</BookElectronicISBN><BookChapterCount>28</BookChapterCount><BookCopyright><CopyrightHolderName>Springer Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2011</CopyrightYear></BookCopyright><BookSubjectGroup><BookSubject Code="I" Type="Primary">Computer Science</BookSubject><BookSubject Code="I18008" Priority="1" Type="Secondary">Information Systems and Communication Service</BookSubject><BookSubject Code="I21017" Priority="2" Type="Secondary">Artificial Intelligence (incl. Robotics)</BookSubject><BookSubject Code="I18040" Priority="3" Type="Secondary">Information Systems Applications (incl.Internet)</BookSubject><BookSubject Code="I13022" Priority="4" Type="Secondary">Computer Communication Networks</BookSubject><BookSubject Code="I18024" Priority="5" Type="Secondary">Database Management</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>Grigoris</GivenName><FamilyName>Antoniou</FamilyName></EditorName><Contact><Email>Antoniou@ics.forth.gr</Email></Contact></Editor><Editor AffiliationIDS="Aff17"><EditorName DisplayOrder="Western"><GivenName>Marko</GivenName><FamilyName>Grobelnik</FamilyName></EditorName><Contact><Email>marko.grobelnik@ijs.si</Email></Contact></Editor><Editor AffiliationIDS="Aff18"><EditorName DisplayOrder="Western"><GivenName>Elena</GivenName><FamilyName>Simperl</FamilyName></EditorName><Contact><Email>elena.simperl@aifb.uni-karlsruhe.de</Email></Contact></Editor><Editor AffiliationIDS="Aff19"><EditorName DisplayOrder="Western"><GivenName>Bijan</GivenName><FamilyName>Parsia</FamilyName></EditorName><Contact><Email>bparsia@cs.man.ac.uk</Email></Contact></Editor><Editor AffiliationIDS="Aff20"><EditorName DisplayOrder="Western"><GivenName>Dimitris</GivenName><FamilyName>Plexousakis</FamilyName></EditorName><Contact><Email>dp@ics.forth.gr</Email></Contact></Editor><Editor AffiliationIDS="Aff21"><EditorName DisplayOrder="Western"><GivenName>Pieter</GivenName><Particle>De</Particle><FamilyName>Leenheer</FamilyName></EditorName><Contact><Email>pgm.de.leenheer@few.vu.nl</Email></Contact></Editor><Editor AffiliationIDS="Aff22"><EditorName DisplayOrder="Western"><GivenName>Jeff</GivenName><FamilyName>Pan</FamilyName></EditorName><Contact><Email>jeff.z.pan@abdn.ac.uk</Email></Contact></Editor><Affiliation ID="Aff16"><OrgDivision>Institute of Computer Science</OrgDivision><OrgName>FORTH-ICS and University of Crete</OrgName><OrgAddress><Postcode>71110</Postcode><City>Heraklion</City><State>Crete</State><Country>Greece</Country></OrgAddress></Affiliation><Affiliation ID="Aff17"><OrgName>Jožef Stefan Institute, Dept. of Knowledge Technologies</OrgName><OrgAddress><Street>Jamova 39</Street><Postcode>1000</Postcode><City>Ljubljana</City><Country>Slovenia</Country></OrgAddress></Affiliation><Affiliation ID="Aff18"><OrgName>Karlsruhe Institute of Technology</OrgName><OrgAddress><Postcode>76128</Postcode><City>Karlsruhe</City><Country>Germany</Country></OrgAddress></Affiliation><Affiliation ID="Aff19"><OrgName>University of Manchester</OrgName><OrgAddress><Postcode>M13 9PL</Postcode><City>Manchester</City><Country>United Kingdom</Country></OrgAddress></Affiliation><Affiliation ID="Aff20"><OrgDivision>Institute of Computer Science</OrgDivision><OrgName>FORTH-ICS and University of Crete</OrgName><OrgAddress><Postcode>700 13</Postcode><City>Heraklion</City><State>Crete</State><Country>Greece</Country></OrgAddress></Affiliation><Affiliation ID="Aff21"><OrgName>VU University of Amsterdam</OrgName><OrgAddress><Postcode>1012 ZA</Postcode><City>Amsterdam</City><Country>The Netherlands</Country></OrgAddress></Affiliation><Affiliation ID="Aff22"><OrgDivision>Department of Computing Science</OrgDivision><OrgName>University of Aberdeen</OrgName><OrgAddress><Postcode>AB24 3UE</Postcode><City>Aberdeen</City><Country>United Kingdom</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part6"><PartInfo TocLevels="0"><PartID>6</PartID><PartSequenceNumber>6</PartSequenceNumber><PartTitle>Ontologies Track</PartTitle><PartChapterCount>7</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookTitle>The Semantic Web: Research and Applications</BookTitle></PartContext></PartInfo><Chapter ID="Chap23" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingDepth="2" NumberingStyle="ContentOnly" TocLevels="0"><ChapterID>23</ChapterID><ChapterDOI>10.1007/978-3-642-21034-1_23</ChapterDOI><ChapterSequenceNumber>23</ChapterSequenceNumber><ChapterTitle Language="En">Using Pseudo Feedback to Improve Cross-Lingual Ontology Mapping</ChapterTitle><ChapterFirstPage>336</ChapterFirstPage><ChapterLastPage>351</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2011</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>978-3-642-21034-1</BookID><BookTitle>The Semantic Web: Research and Applications</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff23"><AuthorName DisplayOrder="Western"><GivenName>Bo</GivenName><FamilyName>Fu</FamilyName></AuthorName><Contact><Email>bofu@cs.tcd.ie</Email></Contact></Author><Author AffiliationIDS="Aff23"><AuthorName DisplayOrder="Western"><GivenName>Rob</GivenName><FamilyName>Brennan</FamilyName></AuthorName><Contact><Email>rob.brennan@cs.tcd.ie</Email></Contact></Author><Author AffiliationIDS="Aff23"><AuthorName DisplayOrder="Western"><GivenName>Declan</GivenName><FamilyName>O’Sullivan</FamilyName></AuthorName><Contact><Email>declan.osullivan@cs.tcd.ie</Email></Contact></Author><Affiliation ID="Aff23"><OrgDivision>Knowledge and Data Engineering Group, School of Computer Science and Statistics</OrgDivision><OrgName>Trinity College Dublin</OrgName><OrgAddress><Country>Ireland</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>Translation techniques are often employed by cross-lingual ontology mapping (CLOM) approaches to turn a cross-lingual mapping problem into a monolingual mapping problem which can then be solved by state of the art monolingual ontology matching tools. However in the process of doing so, noisy translations can compromise the quality of the matches generated by the subsequent monolingual matching techniques. In this paper, a novel approach to improve the quality of cross-lingual ontology mapping is presented and evaluated. The proposed approach adopts the pseudo feedback technique that is similar to the well understood relevance feedback mechanism used in the field of information retrieval. It is shown through the evaluation that pseudo feedback can improve the matching quality in a CLOM scenario.</Para></Abstract><KeywordGroup Language="En"><Heading>Keywords</Heading><Keyword>Cross-Lingual Ontology Mapping</Keyword><Keyword>Pseudo Feedback</Keyword></KeywordGroup></ChapterHeader><NoBody></NoBody></Chapter></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>Using Pseudo Feedback to Improve Cross-Lingual Ontology Mapping</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>Using Pseudo Feedback to Improve Cross-Lingual Ontology Mapping</title></titleInfo><name type="personal"><namePart type="given">Bo</namePart><namePart type="family">Fu</namePart><affiliation>Knowledge and Data Engineering Group, School of Computer Science and Statistics, Trinity College Dublin, Ireland</affiliation><affiliation>E-mail: bofu@cs.tcd.ie</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Rob</namePart><namePart type="family">Brennan</namePart><affiliation>Knowledge and Data Engineering Group, School of Computer Science and Statistics, Trinity College Dublin, Ireland</affiliation><affiliation>E-mail: rob.brennan@cs.tcd.ie</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Declan</namePart><namePart type="family">O’Sullivan</namePart><affiliation>Knowledge and Data Engineering Group, School of Computer Science and Statistics, Trinity College Dublin, Ireland</affiliation><affiliation>E-mail: declan.osullivan@cs.tcd.ie</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">2011</dateIssued><copyrightDate encoding="w3cdtf">2011</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: Translation techniques are often employed by cross-lingual ontology mapping (CLOM) approaches to turn a cross-lingual mapping problem into a monolingual mapping problem which can then be solved by state of the art monolingual ontology matching tools. However in the process of doing so, noisy translations can compromise the quality of the matches generated by the subsequent monolingual matching techniques. In this paper, a novel approach to improve the quality of cross-lingual ontology mapping is presented and evaluated. The proposed approach adopts the pseudo feedback technique that is similar to the well understood relevance feedback mechanism used in the field of information retrieval. It is shown through the evaluation that pseudo feedback can improve the matching quality in a CLOM scenario.</abstract><relatedItem type="host"><titleInfo><title>The Semantic Web: Research and Applications</title><subTitle>8th Extended Semantic Web Conference, ESWC 2011, Heraklion, Crete, Greece, May 29-June 2, 2011, Proceedings, Part I</subTitle></titleInfo><name type="personal"><namePart type="given">Grigoris</namePart><namePart type="family">Antoniou</namePart><affiliation>Institute of Computer Science, FORTH-ICS and University of Crete, 71110, Heraklion, Crete, Greece</affiliation><affiliation>E-mail: Antoniou@ics.forth.gr</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Marko</namePart><namePart type="family">Grobelnik</namePart><affiliation>Jožef Stefan Institute, Dept. of Knowledge Technologies, Jamova 39, 1000, Ljubljana, Slovenia</affiliation><affiliation>E-mail: marko.grobelnik@ijs.si</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Elena</namePart><namePart type="family">Simperl</namePart><affiliation>Karlsruhe Institute of Technology, 76128, Karlsruhe, Germany</affiliation><affiliation>E-mail: elena.simperl@aifb.uni-karlsruhe.de</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Bijan</namePart><namePart type="family">Parsia</namePart><affiliation>University of Manchester, M13 9PL, Manchester, United Kingdom</affiliation><affiliation>E-mail: bparsia@cs.man.ac.uk</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Dimitris</namePart><namePart type="family">Plexousakis</namePart><affiliation>Institute of Computer Science, FORTH-ICS and University of Crete, 700 13, Heraklion, Crete, Greece</affiliation><affiliation>E-mail: dp@ics.forth.gr</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Pieter</namePart><namePart type="family">De Leenheer</namePart><affiliation>VU University of Amsterdam, 1012 ZA, Amsterdam, The Netherlands</affiliation><affiliation>E-mail: pgm.de.leenheer@few.vu.nl</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Jeff</namePart><namePart type="family">Pan</namePart><affiliation>Department of Computing Science, University of Aberdeen, AB24 3UE, Aberdeen, United Kingdom</affiliation><affiliation>E-mail: jeff.z.pan@abdn.ac.uk</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><genre type="book-series" displayLabel="Proceedings"></genre><originInfo><copyrightDate encoding="w3cdtf">2011</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="I18008">Information Systems and Communication Service</topic><topic authority="SpringerSubjectCodes" authorityURI="I21017">Artificial Intelligence (incl. Robotics)</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="I18024">Database Management</topic><topic authority="SpringerSubjectCodes" authorityURI="I18067">User Interfaces and Human Computer Interaction</topic></subject><identifier type="DOI">10.1007/978-3-642-21034-1</identifier><identifier type="ISBN">978-3-642-21033-4</identifier><identifier type="eISBN">978-3-642-21034-1</identifier><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="BookTitleID">270299</identifier><identifier type="BookID">978-3-642-21034-1</identifier><identifier type="BookChapterCount">28</identifier><identifier type="BookVolumeNumber">6643</identifier><identifier type="BookSequenceNumber">6643</identifier><identifier type="PartChapterCount">7</identifier><part><date>2011</date><detail type="part"><title>Ontologies Track</title></detail><detail type="volume"><number>6643</number><caption>vol.</caption></detail><extent unit="pages"><start>336</start><end>351</end></extent></part><recordInfo><recordOrigin>Springer Berlin Heidelberg, 2011</recordOrigin></recordInfo></relatedItem><relatedItem type="series"><titleInfo><title>Lecture Notes in Computer Science</title></titleInfo><name type="personal"><namePart type="given">David</namePart><namePart type="family">Hutchison</namePart><affiliation>Lancaster University, Lancaster, UK</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Takeo</namePart><namePart type="family">Kanade</namePart><affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Josef</namePart><namePart type="family">Kittler</namePart><affiliation>University of Surrey, Guildford, 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 type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Demetri</namePart><namePart type="family">Terzopoulos</namePart><affiliation>University of California, Los Angeles, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Doug</namePart><namePart type="family">Tygar</namePart><affiliation>University of California, Berkeley, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Moshe</namePart><namePart type="given">Y.</namePart><namePart type="family">Vardi</namePart><affiliation>Rice University, Houston, TX, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Gerhard</namePart><namePart type="family">Weikum</namePart><affiliation>Max-Planck Institute of Computer Science, Saarbrücken, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><originInfo><copyrightDate encoding="w3cdtf">2011</copyrightDate><issuance>serial</issuance></originInfo><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="SeriesID">558</identifier><recordInfo><recordOrigin>Springer Berlin Heidelberg, 2011</recordOrigin></recordInfo></relatedItem><identifier type="istex">A8B8C6DC43B1A17DCCB94DF293BB1654BC9A6ADE</identifier><identifier type="DOI">10.1007/978-3-642-21034-1_23</identifier><identifier type="ChapterID">23</identifier><identifier type="ChapterID">Chap23</identifier><accessCondition type="use and reproduction" contentType="copyright">Springer Berlin Heidelberg, 2011</accessCondition><recordInfo><recordContentSource>SPRINGER</recordContentSource><recordOrigin>Springer-Verlag Berlin Heidelberg, 2011</recordOrigin></recordInfo></mods></metadata></istex></record>Pour manipuler ce document sous Unix (Dilib)
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