A Cooperative Approach to the Development of Expert Knowledge Bases Applied to Define Standard of Care in Glaucoma
Identifieur interne : 000094 ( Istex/Corpus ); précédent : 000093; suivant : 000095A Cooperative Approach to the Development of Expert Knowledge Bases Applied to Define Standard of Care in Glaucoma
Auteurs : Mihaela Ulieru ; Marcelo RizziSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2003.
Abstract
Abstract: In this paper we introduce a methodology for knowledge base creation based on the reconciliation of multiple expert opinions using a fuzzy measure for consensus evaluation determined based on soft competitive learning. Real-life application of our methodology to the establishment of the standard of care in glaucoma monitoring illustrates its practical power. Based on a comparative analysis of expert patterns for glaucoma follow-up and treatment we extract a core rule set on which the experts agree. This exchange of information is supported by an advanced Cyberinfrastructure which enables fast transfer of information (highly accurate image transfer and display from the most complex and sophisticated ophthalmic machines, patient charts, etc.) to enable exchange of expert opinions.
Url:
DOI: 10.1007/978-3-540-39964-3_16
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ISTEX:5562BB5F915D2CC5CEC0C2FFF024997F3E2D7EBBLe document en format XML
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Real-life application of our methodology to the establishment of the standard of care in glaucoma monitoring illustrates its practical power. Based on a comparative analysis of expert patterns for glaucoma follow-up and treatment we extract a core rule set on which the experts agree. 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TocLevels="0"><ChapterID>16</ChapterID><ChapterDOI>10.1007/978-3-540-39964-3_16</ChapterDOI><ChapterSequenceNumber>16</ChapterSequenceNumber><ChapterTitle Language="En">A Cooperative Approach to the Development of Expert Knowledge Bases Applied to Define Standard of Care in Glaucoma</ChapterTitle><ChapterFirstPage>235</ChapterFirstPage><ChapterLastPage>243</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2003</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>1</PartID><BookID>978-3-540-39964-3</BookID><BookTitle>On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff7"><AuthorName DisplayOrder="Western"><GivenName>Mihaela</GivenName><FamilyName>Ulieru</FamilyName></AuthorName><Contact><Email>Ulieru@ucalgary.ca</Email><URL>http://www.enel.ucalgary.ca/People/Ulieru/Projects/Projects_index.htm</URL></Contact></Author><Author AffiliationIDS="Aff7"><AuthorName DisplayOrder="Western"><GivenName>Marcelo</GivenName><FamilyName>Rizzi</FamilyName></AuthorName></Author><Affiliation ID="Aff7"><OrgDivision>Emergent Information Systems Laboratory, Electrical and Computer Engineering Department</OrgDivision><OrgName>The University of Calgary</OrgName><OrgAddress><Street>2500 University Dr. NW</Street><City>Calgary, Alberta</City><Postcode>T2N 1N4</Postcode><Country>Canada</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>In this paper we introduce a methodology for knowledge base creation based on the reconciliation of multiple expert opinions using a fuzzy measure for consensus evaluation determined based on soft competitive learning. Real-life application of our methodology to the establishment of the standard of care in glaucoma monitoring illustrates its practical power. Based on a comparative analysis of expert patterns for glaucoma follow-up and treatment we extract a core rule set on which the experts agree. This exchange of information is supported by an advanced Cyberinfrastructure which enables fast transfer of information (highly accurate image transfer and display from the most complex and sophisticated ophthalmic machines, patient charts, etc.) to enable exchange of expert opinions.</Para></Abstract></ChapterHeader><NoBody></NoBody></Chapter></SubPart></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>A Cooperative Approach to the Development of Expert Knowledge Bases Applied to Define Standard of Care in Glaucoma</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>A Cooperative Approach to the Development of Expert Knowledge Bases Applied to Define Standard of Care in Glaucoma</title></titleInfo><name type="personal"><namePart type="given">Mihaela</namePart><namePart type="family">Ulieru</namePart><affiliation>Emergent Information Systems Laboratory, Electrical and Computer Engineering Department, The University of Calgary, 2500 University Dr. NW, T2N 1N4, Calgary, Alberta, Canada</affiliation><affiliation>E-mail: Ulieru@ucalgary.ca</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Marcelo</namePart><namePart type="family">Rizzi</namePart><affiliation>Emergent Information Systems Laboratory, Electrical and Computer Engineering Department, The University of Calgary, 2500 University Dr. NW, T2N 1N4, Calgary, Alberta, Canada</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre type="conference" displayLabel="proceedings"></genre><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2003</dateIssued><copyrightDate encoding="w3cdtf">2003</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: In this paper we introduce a methodology for knowledge base creation based on the reconciliation of multiple expert opinions using a fuzzy measure for consensus evaluation determined based on soft competitive learning. Real-life application of our methodology to the establishment of the standard of care in glaucoma monitoring illustrates its practical power. Based on a comparative analysis of expert patterns for glaucoma follow-up and treatment we extract a core rule set on which the experts agree. This exchange of information is supported by an advanced Cyberinfrastructure which enables fast transfer of information (highly accurate image transfer and display from the most complex and sophisticated ophthalmic machines, patient charts, etc.) to enable exchange of expert opinions.</abstract><relatedItem type="host"><titleInfo><title>On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE</title><subTitle>OTM Confederated International Conferences, CoopIS, DOA, and ODBASE 2003, Catania, Sicily, Italy, November 3-7, 2003. Proceedings</subTitle></titleInfo><name type="personal"><namePart type="given">Robert</namePart><namePart type="family">Meersman</namePart><affiliation>STARLab, Vrije Universiteit Brussel (VUB), Bldg G/10, Pleinlaan 2, 1050, Brussels, Belgium</affiliation><affiliation>E-mail: meersman@vub.ac.be</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Zahir</namePart><namePart type="family">Tari</namePart><affiliation>School of Computer Science and Information Technology, RMIT University, Bld 10.10, 376-392 Swanston Street, VIC 3001, Melbourne, Australia</affiliation><affiliation>E-mail: zahir.tari@rmit.edu.au</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Douglas</namePart><namePart type="given">C.</namePart><namePart type="family">Schmidt</namePart><affiliation>Department of Electrical Engineering and Computer Science, Vanderbilt University, TN 37203, Nashville, USA</affiliation><affiliation>E-mail: schmidt@dre.vanderbilt.edu</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><genre type="book-series" displayLabel="Proceedings"></genre><originInfo><copyrightDate encoding="w3cdtf">2003</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="I13022">Computer Communication Networks</topic><topic authority="SpringerSubjectCodes" authorityURI="I14029">Software Engineering</topic><topic authority="SpringerSubjectCodes" authorityURI="I18032">Information Storage and Retrieval</topic><topic authority="SpringerSubjectCodes" authorityURI="I18040">Information Systems Applications (incl.Internet)</topic><topic authority="SpringerSubjectCodes" authorityURI="W26007">Business Information Systems</topic></subject><identifier type="DOI">10.1007/b94348</identifier><identifier type="ISBN">978-3-540-20498-5</identifier><identifier type="eISBN">978-3-540-39964-3</identifier><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="BookTitleID">80684</identifier><identifier type="BookID">978-3-540-39964-3</identifier><identifier type="BookChapterCount">95</identifier><identifier type="BookVolumeNumber">2888</identifier><identifier type="BookSequenceNumber">2888</identifier><identifier type="PartChapterCount">35</identifier><part><date>2003</date><detail type="part"><title>Cooperative Information Systems (CoopIS) 2003 International Conference</title></detail><detail type="volume"><number>2888</number><caption>vol.</caption></detail><extent unit="pages"><start>235</start><end>243</end></extent></part><recordInfo><recordOrigin>Springer-Verlag Berlin Heidelberg, 2003</recordOrigin></recordInfo></relatedItem><relatedItem type="series"><titleInfo><title>Lecture Notes in Computer Science</title></titleInfo><name type="personal"><namePart type="given">Gerhard</namePart><namePart type="family">Goos</namePart><affiliation>Karlsruhe University, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Juris</namePart><namePart type="family">Hartmanis</namePart><affiliation>Cornell University, NY, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Jan</namePart><namePart type="family">van Leeuwen</namePart><affiliation>Utrecht University, The Netherlands</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><originInfo><copyrightDate encoding="w3cdtf">2003</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 Berlin Heidelberg, 2003</recordOrigin></recordInfo></relatedItem><identifier type="istex">5562BB5F915D2CC5CEC0C2FFF024997F3E2D7EBB</identifier><identifier type="DOI">10.1007/978-3-540-39964-3_16</identifier><identifier type="ChapterID">16</identifier><identifier type="ChapterID">Chap16</identifier><accessCondition type="use and reproduction" contentType="copyright">Springer-Verlag Berlin Heidelberg, 2003</accessCondition><recordInfo><recordContentSource>SPRINGER</recordContentSource><recordOrigin>Springer-Verlag Berlin Heidelberg, 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