MultiSOM: a multimap extension of the SOM model. Application to information discovery in an iconographic context
Identifieur interne : 008D77 ( Main/Merge ); précédent : 008D76; suivant : 008D78MultiSOM: a multimap extension of the SOM model. Application to information discovery in an iconographic context
Auteurs : Jean-Charles Lamirel [France]Source :
- IEEE ... International Conference on Neural Networks [ 1098-7576 ] ; 2002.
Descripteurs français
- Pascal (Inist)
English descriptors
- KwdEn :
Abstract
This paper describes an experimentation of the MultiSOM model for information discovery and/or information retrieval tasks in an iconographic context. The MultiSOM model represents the multi-map extension of the Kohonen SOM model. MultiSOM introduces the concepts of viewpoints and dynamic fuzzy deduction into the information analysis concept with its multi-maps displays and its inter-map communication process.
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Pascal:04-0132544Le document en format XML
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Application to information discovery in an iconographic context</title><author><name sortKey="Lamirel, Jean Charles" sort="Lamirel, Jean Charles" uniqKey="Lamirel J" first="Jean-Charles" last="Lamirel">Jean-Charles Lamirel</name><affiliation wicri:level="3"><inist:fA14 i1="01"><s1>LORIA</s1><s2>Vandoeuvre-les-Nancy</s2><s3>FRA</s3><sZ>1 aut.</sZ></inist:fA14><country>France</country><placeName><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region><settlement type="city">Vandœuvre-lès-Nancy</settlement><settlement type="city" wicri:auto="agglo">Nancy</settlement></placeName><placeName><settlement type="city">Nancy</settlement><region type="region" nuts="2">Grand Est</region><region type="region" nuts="2">Lorraine (région)</region></placeName><orgName type="team" n="7">Cortex (Loria)</orgName><orgName type="lab">Laboratoire lorrain de recherche en informatique et ses applications</orgName><orgName type="university">Université de Lorraine</orgName><orgName type="EPST">Centre national de la recherche scientifique</orgName><orgName type="EPST">Institut national de recherche en informatique et en automatique</orgName></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">INIST</idno><idno type="inist">04-0132544</idno><date when="2002">2002</date><idno type="stanalyst">PASCAL 04-0132544 INIST</idno><idno type="RBID">Pascal:04-0132544</idno><idno type="wicri:Area/PascalFrancis/Corpus">000725</idno><idno type="wicri:Area/PascalFrancis/Curation">000316</idno><idno type="wicri:Area/PascalFrancis/Checkpoint">000792</idno><idno type="wicri:explorRef" wicri:stream="PascalFrancis" wicri:step="Checkpoint">000792</idno><idno type="wicri:doubleKey">1098-7576:2002:Lamirel J:multisom:a:multimap</idno><idno type="wicri:Area/Main/Merge">008D77</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a">MultiSOM: a multimap extension of the SOM model. Application to information discovery in an iconographic context</title><author><name sortKey="Lamirel, Jean Charles" sort="Lamirel, Jean Charles" uniqKey="Lamirel J" first="Jean-Charles" last="Lamirel">Jean-Charles Lamirel</name><affiliation wicri:level="3"><inist:fA14 i1="01"><s1>LORIA</s1><s2>Vandoeuvre-les-Nancy</s2><s3>FRA</s3><sZ>1 aut.</sZ></inist:fA14><country>France</country><placeName><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region><settlement type="city">Vandœuvre-lès-Nancy</settlement><settlement type="city" wicri:auto="agglo">Nancy</settlement></placeName><placeName><settlement type="city">Nancy</settlement><region type="region" nuts="2">Grand Est</region><region type="region" nuts="2">Lorraine (région)</region></placeName><orgName type="team" n="7">Cortex (Loria)</orgName><orgName type="lab">Laboratoire lorrain de recherche en informatique et ses applications</orgName><orgName type="university">Université de Lorraine</orgName><orgName type="EPST">Centre national de la recherche scientifique</orgName><orgName type="EPST">Institut national de recherche en informatique et en automatique</orgName></affiliation></author></analytic><series><title level="j" type="main">IEEE ... International Conference on Neural Networks</title><idno type="ISSN">1098-7576</idno><imprint><date when="2002">2002</date></imprint></series></biblStruct></sourceDesc><seriesStmt><title level="j" type="main">IEEE ... International Conference on Neural Networks</title><idno type="ISSN">1098-7576</idno></seriesStmt></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Communication process</term><term>Conceptual analysis</term><term>Iconographic document</term><term>Information analysis</term><term>Information retrieval</term><term>Self organizing maps</term></keywords><keywords scheme="Pascal" xml:lang="fr"><term>Recherche information</term><term>Analyse information</term><term>Processus communication</term><term>Analyse conceptuelle</term><term>Carte autoorganisatrice</term><term>Document iconographique</term><term>Outil découverte multicarte autoorganisatrice</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">This paper describes an experimentation of the MultiSOM model for information discovery and/or information retrieval tasks in an iconographic context. The MultiSOM model represents the multi-map extension of the Kohonen SOM model. MultiSOM introduces the concepts of viewpoints and dynamic fuzzy deduction into the information analysis concept with its multi-maps displays and its inter-map communication process.</div></front></TEI><affiliations><list><country><li>France</li></country><region><li>Grand Est</li><li>Lorraine (région)</li></region><settlement><li>Nancy</li><li>Vandœuvre-lès-Nancy</li></settlement><orgName><li>Centre national de la recherche scientifique</li><li>Cortex (Loria)</li><li>Institut national de recherche en informatique et en automatique</li><li>Laboratoire lorrain de recherche en informatique et ses applications</li><li>Université de Lorraine</li></orgName></list><tree><country name="France"><region name="Grand Est"><name sortKey="Lamirel, Jean Charles" sort="Lamirel, Jean Charles" uniqKey="Lamirel J" first="Jean-Charles" last="Lamirel">Jean-Charles Lamirel</name></region></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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