Automatic Building of an Appropriate Global Ontology
Identifieur interne : 000B15 ( Istex/Corpus ); précédent : 000B14; suivant : 000B16Automatic Building of an Appropriate Global Ontology
Auteurs : Cheikh Niang ; Béatrice Bouchou ; Moussa Lo ; Yacine SamSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2011.
Abstract
Abstract: Our objective is to automatically build a global ontology from several data sources, annotated with local ontologies and aiming to share their data in a specific application domain. The originality of our proposal lies in the use of a background knowledge, i.e. a reference ontology, as a mediation support for data integration. We represent ontologies using Description Logics and we combine syntactic-matching with logical-reasoning in order to build the shared global TBox from both the TBoxes of sources and that of the reference ontology.
Url:
DOI: 10.1007/978-3-642-23737-9_31
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ISTEX:E5D487480A6E232D3E2AF87EDBC59D3750A659ECLe document en format XML
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The originality of our proposal lies in the use of a background knowledge, i.e. a reference ontology, as a mediation support for data integration. 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type="first">Oscar</forename><surname>Nierstrasz</surname></persName><affiliation>University of Bern, Bern, Switzerland</affiliation></editor><editor><persName><forename type="first">C.</forename><surname>Pandu Rangan</surname></persName><affiliation>Indian Institute of Technology, Madras, India</affiliation></editor><editor><persName><forename type="first">Bernhard</forename><surname>Steffen</surname></persName><affiliation>University of Dortmund, Dortmund, Germany</affiliation></editor><editor><persName><forename type="first">Madhu</forename><surname>Sudan</surname></persName><affiliation>Massachusetts Institute of Technology, MA, USA</affiliation></editor><editor><persName><forename type="first">Demetri</forename><surname>Terzopoulos</surname></persName><affiliation>University of California, Los Angeles, CA, USA</affiliation></editor><editor><persName><forename type="first">Doug</forename><surname>Tygar</surname></persName><affiliation>University of California, Berkeley, CA, 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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>978-3-642-23737-9</BookID><BookTitle>Advances in Databases and Information Systems</BookTitle><BookSubTitle>15th International Conference, ADBIS 2011, Vienna, Austria, September 20-23, 2011. Proceedings</BookSubTitle><BookVolumeNumber>6909</BookVolumeNumber><BookSequenceNumber>6909</BookSequenceNumber><BookDOI>10.1007/978-3-642-23737-9</BookDOI><BookTitleID>272989</BookTitleID><BookPrintISBN>978-3-642-23736-2</BookPrintISBN><BookElectronicISBN>978-3-642-23737-9</BookElectronicISBN><BookChapterCount>32</BookChapterCount><BookCopyright><CopyrightHolderName>Springer-Verlag GmbH Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2011</CopyrightYear></BookCopyright><BookSubjectGroup><BookSubject Code="I" Type="Primary">Computer Science</BookSubject><BookSubject Code="I18024" Priority="1" Type="Secondary">Database Management</BookSubject><BookSubject Code="I18040" Priority="2" Type="Secondary">Information Systems Applications (incl. Internet)</BookSubject><BookSubject Code="I18032" Priority="3" Type="Secondary">Information Storage and Retrieval</BookSubject><BookSubject Code="I13022" Priority="4" Type="Secondary">Computer Communication Networks</BookSubject><BookSubject Code="I18030" Priority="5" Type="Secondary">Data Mining and Knowledge Discovery</BookSubject><BookSubject Code="I24067" Priority="6" Type="Secondary">Management of Computing and Information Systems</BookSubject><SubjectCollection Code="SUCO11645">Computer Science</SubjectCollection></BookSubjectGroup><BookContext><SeriesID>558</SeriesID></BookContext></BookInfo><BookHeader><EditorGroup><Editor AffiliationIDS="Aff16"><EditorName DisplayOrder="Western"><GivenName>Johann</GivenName><FamilyName>Eder</FamilyName></EditorName><Contact><Email>eder@isys.uni-ku.ac.at</Email></Contact></Editor><Editor AffiliationIDS="Aff17"><EditorName DisplayOrder="Western"><GivenName>Maria</GivenName><FamilyName>Bielikova</FamilyName></EditorName><Contact><Email>maria.bielikova@stuba.sk</Email></Contact></Editor><Editor AffiliationIDS="Aff18"><EditorName DisplayOrder="Western"><GivenName>A</GivenName><GivenName>Min</GivenName><FamilyName>Tjoa</FamilyName></EditorName><Contact><Email>amin@ifs.tuwien.ac.at</Email></Contact></Editor><Affiliation ID="Aff16"><OrgDivision>Alpen Adria Universität Klagenfurt, Institut für Informatik-Systeme</OrgDivision><OrgName>Universitätsstr. 65</OrgName><OrgAddress><Postcode>9020</Postcode><City>Klagenfurt</City><Country>Austria</Country></OrgAddress></Affiliation><Affiliation ID="Aff17"><OrgDivision>Faculty of Informatics and Information Technologies</OrgDivision><OrgName>Slovak University of Technology in Bratislava</OrgName><OrgAddress><Street>Ilkoviçova 3</Street><Postcode>842 16</Postcode><City>Bratislava</City><Country>Slovakia</Country></OrgAddress></Affiliation><Affiliation ID="Aff18"><OrgDivision>Institut für Softwaretechnik</OrgDivision><OrgName>Technische Universität Wien</OrgName><OrgAddress><Street>Favoritenstr. 9-11/188</Street><Postcode>1040</Postcode><City>Wien</City><Country>Austria</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part11"><PartInfo TocLevels="0"><PartID>11</PartID><PartSequenceNumber>11</PartSequenceNumber><PartTitle>Data Semantics</PartTitle><PartChapterCount>3</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookTitle>Advances in Databases and Information Systems</BookTitle></PartContext></PartInfo><Chapter ID="Chap31" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingDepth="2" NumberingStyle="ContentOnly" TocLevels="0"><ChapterID>31</ChapterID><ChapterDOI>10.1007/978-3-642-23737-9_31</ChapterDOI><ChapterSequenceNumber>31</ChapterSequenceNumber><ChapterTitle Language="En">Automatic Building of an Appropriate Global Ontology</ChapterTitle><ChapterFirstPage>429</ChapterFirstPage><ChapterLastPage>443</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>11</PartID><BookID>978-3-642-23737-9</BookID><BookTitle>Advances in Databases and Information Systems</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff19 Aff20"><AuthorName DisplayOrder="Western"><GivenName>Cheikh</GivenName><FamilyName>Niang</FamilyName></AuthorName><Contact><Email>Cheikh.Niang@univ-tours.fr</Email></Contact></Author><Author AffiliationIDS="Aff19"><AuthorName DisplayOrder="Western"><GivenName>Béatrice</GivenName><FamilyName>Bouchou</FamilyName></AuthorName><Contact><Email>Beatrice.Bouchou@univ-tours.fr</Email></Contact></Author><Author AffiliationIDS="Aff20"><AuthorName DisplayOrder="Western"><GivenName>Moussa</GivenName><FamilyName>Lo</FamilyName></AuthorName><Contact><Email>Moussa.Lo@ugb.sn</Email></Contact></Author><Author AffiliationIDS="Aff19"><AuthorName DisplayOrder="Western"><GivenName>Yacine</GivenName><FamilyName>Sam</FamilyName></AuthorName><Contact><Email>Yacine.Sam@univ-tours.fr</Email></Contact></Author><Affiliation ID="Aff19"><OrgName>Université François Rabelais Tours - Laboratoire d’Informatique</OrgName><OrgAddress><Country>France</Country></OrgAddress></Affiliation><Affiliation ID="Aff20"><OrgName>Université Gaston Berger de Saint-Louis - LANI</OrgName><OrgAddress><Country>Senegal</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>Our objective is to automatically build a global ontology from several data sources, annotated with local ontologies and aiming to share their data in a specific application domain. The originality of our proposal lies in the use of a background knowledge, i.e. a reference ontology, as a mediation support for data integration. We represent ontologies using Description Logics and we combine syntactic-matching with logical-reasoning in order to build the shared global TBox from both the TBoxes of sources and that of the reference ontology.</Para></Abstract><KeywordGroup Language="En"><Heading>Keywords</Heading><Keyword>Background Knowledge</Keyword><Keyword>Data Integration</Keyword><Keyword>Descripion Logic</Keyword></KeywordGroup></ChapterHeader><NoBody></NoBody></Chapter></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>Automatic Building of an Appropriate Global Ontology</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>Automatic Building of an Appropriate Global Ontology</title></titleInfo><name type="personal"><namePart type="given">Cheikh</namePart><namePart type="family">Niang</namePart><affiliation>Université François Rabelais Tours - Laboratoire d’Informatique, France</affiliation><affiliation>Université Gaston Berger de Saint-Louis - LANI, Senegal</affiliation><affiliation>E-mail: Cheikh.Niang@univ-tours.fr</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Béatrice</namePart><namePart type="family">Bouchou</namePart><affiliation>Université François Rabelais Tours - Laboratoire d’Informatique, France</affiliation><affiliation>E-mail: Beatrice.Bouchou@univ-tours.fr</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Moussa</namePart><namePart type="family">Lo</namePart><affiliation>Université Gaston Berger de Saint-Louis - LANI, Senegal</affiliation><affiliation>E-mail: Moussa.Lo@ugb.sn</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Yacine</namePart><namePart type="family">Sam</namePart><affiliation>Université François Rabelais Tours - Laboratoire d’Informatique, France</affiliation><affiliation>E-mail: Yacine.Sam@univ-tours.fr</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: Our objective is to automatically build a global ontology from several data sources, annotated with local ontologies and aiming to share their data in a specific application domain. The originality of our proposal lies in the use of a background knowledge, i.e. a reference ontology, as a mediation support for data integration. We represent ontologies using Description Logics and we combine syntactic-matching with logical-reasoning in order to build the shared global TBox from both the TBoxes of sources and that of the reference ontology.</abstract><relatedItem type="host"><titleInfo><title>Advances in Databases and Information Systems</title><subTitle>15th International Conference, ADBIS 2011, Vienna, Austria, September 20-23, 2011. Proceedings</subTitle></titleInfo><name type="personal"><namePart type="given">Johann</namePart><namePart type="family">Eder</namePart><affiliation>Alpen Adria Universität Klagenfurt, Institut für Informatik-Systeme, Universitätsstr. 65, 9020, Klagenfurt, Austria</affiliation><affiliation>E-mail: eder@isys.uni-ku.ac.at</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Maria</namePart><namePart type="family">Bielikova</namePart><affiliation>Faculty of Informatics and Information Technologies, Slovak University of Technology in Bratislava, Ilkoviçova 3, 842 16, Bratislava, Slovakia</affiliation><affiliation>E-mail: maria.bielikova@stuba.sk</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">A</namePart><namePart type="given">Min</namePart><namePart type="family">Tjoa</namePart><affiliation>Institut für Softwaretechnik, Technische Universität Wien, Favoritenstr. 9-11/188, 1040, Wien, Austria</affiliation><affiliation>E-mail: amin@ifs.tuwien.ac.at</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="I18024">Database Management</topic><topic authority="SpringerSubjectCodes" authorityURI="I18040">Information Systems Applications (incl. Internet)</topic><topic authority="SpringerSubjectCodes" authorityURI="I18032">Information Storage and Retrieval</topic><topic authority="SpringerSubjectCodes" authorityURI="I13022">Computer Communication Networks</topic><topic authority="SpringerSubjectCodes" authorityURI="I18030">Data Mining and Knowledge Discovery</topic><topic authority="SpringerSubjectCodes" authorityURI="I24067">Management of Computing and Information Systems</topic></subject><identifier type="DOI">10.1007/978-3-642-23737-9</identifier><identifier type="ISBN">978-3-642-23736-2</identifier><identifier type="eISBN">978-3-642-23737-9</identifier><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="BookTitleID">272989</identifier><identifier type="BookID">978-3-642-23737-9</identifier><identifier type="BookChapterCount">32</identifier><identifier type="BookVolumeNumber">6909</identifier><identifier type="BookSequenceNumber">6909</identifier><identifier type="PartChapterCount">3</identifier><part><date>2011</date><detail type="part"><title>Data Semantics</title></detail><detail type="volume"><number>6909</number><caption>vol.</caption></detail><extent unit="pages"><start>429</start><end>443</end></extent></part><recordInfo><recordOrigin>Springer-Verlag GmbH 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-Verlag GmbH Berlin Heidelberg, 2011</recordOrigin></recordInfo></relatedItem><identifier type="istex">E5D487480A6E232D3E2AF87EDBC59D3750A659EC</identifier><identifier type="DOI">10.1007/978-3-642-23737-9_31</identifier><identifier type="ChapterID">31</identifier><identifier type="ChapterID">Chap31</identifier><accessCondition type="use and reproduction" contentType="copyright">Springer-Verlag GmbH Berlin Heidelberg, 2011</accessCondition><recordInfo><recordContentSource>SPRINGER</recordContentSource><recordOrigin>Springer-Verlag Berlin 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