Opportunistic Adaptation Knowledge Discovery
Identifieur interne : 003996 ( Main/Merge ); précédent : 003995; suivant : 003997Opportunistic Adaptation Knowledge Discovery
Auteurs : Fadi Badra [France] ; Amélie Cordier [France] ; Jean Lieber [France]Source :
- Lecture Notes in Computer Science [ 0302-9743 ]
English descriptors
Abstract
Abstract: Adaptation has long been considered as the Achilles’ heel of case-based reasoning since it requires some domain-specific knowledge that is difficult to acquire. In this paper, two strategies are combined in order to reduce the knowledge engineering cost induced by the adaptation knowledge (AK) acquisition task: AK is learned from the case base by the means of knowledge discovery techniques, and the AK acquisition sessions are opportunistically triggered, i.e., at problem-solving time.
Url:
DOI: 10.1007/978-3-642-02998-1_6
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ISTEX:833475F49909B88D46AC5B37CFDF7B00AB667082Le document en format XML
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type="acronym">INPL</orgName><date type="end">2011-12-31</date><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-2496" type="direct"><org type="laboratory" xml:id="struct-2496" status="OLD"><orgName>INRIA Lorraine</orgName><desc><address><addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/centre-de-recherche-inria/nancy-grand-est</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Nancy</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region></placeName><orgName type="university">Université Nancy 2</orgName><orgName type="institution" wicri:auto="newGroup">Université de Lorraine</orgName><placeName><settlement type="city">Nancy</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region></placeName><orgName type="university">Institut national polytechnique de Lorraine</orgName><orgName type="institution" wicri:auto="newGroup">Université de Lorraine</orgName></affiliation></author></analytic><idno type="DOI">10.1007/978-3-642-02998-1_6</idno></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>adaptation knowledge acquisition</term><term>case-based reasoning</term><term>knowledge discovery</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Adaptation has long been considered as the Achilles' heel of case-based reasoning since it requires some domain-specific knowledge that is difficult to acquire. In this paper, two strategies are combined in order to reduce the knowledge engineering cost induced by the adaptation knowledge (CA) acquisition task: CA is learned from the case base by the means of knowledge discovery techniques, and the CA acquisition sessions are opportunistically triggered, i.e., at problem-solving time.</div></front></TEI></HAL><ISTEX><TEI wicri:istexFullTextTei="biblStruct"><teiHeader><fileDesc><titleStmt><title xml:lang="en">Opportunistic Adaptation Knowledge Discovery</title><author><name sortKey="Badra, Fadi" sort="Badra, Fadi" uniqKey="Badra F" first="Fadi" last="Badra">Fadi Badra</name></author><author><name sortKey="Cordier, Amelie" sort="Cordier, Amelie" uniqKey="Cordier A" first="Amélie" last="Cordier">Amélie Cordier</name></author><author><name sortKey="Lieber, Jean" sort="Lieber, Jean" uniqKey="Lieber J" first="Jean" last="Lieber">Jean Lieber</name></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:833475F49909B88D46AC5B37CFDF7B00AB667082</idno><date when="2009" year="2009">2009</date><idno type="doi">10.1007/978-3-642-02998-1_6</idno><idno type="url">https://api.istex.fr/ark:/67375/HCB-Q6N0B68S-T/fulltext.pdf</idno><idno type="wicri:Area/Istex/Corpus">001E40</idno><idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Corpus" wicri:corpus="ISTEX">001E40</idno><idno type="wicri:Area/Istex/Curation">001E16</idno><idno type="wicri:Area/Istex/Checkpoint">000A25</idno><idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Checkpoint">000A25</idno><idno type="wicri:doubleKey">0302-9743:2009:Badra F:opportunistic:adaptation:knowledge</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Opportunistic Adaptation Knowledge Discovery</title><author><name sortKey="Badra, Fadi" sort="Badra, Fadi" uniqKey="Badra F" first="Fadi" last="Badra">Fadi Badra</name><affiliation wicri:level="3"><country xml:lang="fr">France</country><wicri:regionArea>LORIA (CNRS, INRIA, Nancy Universities), BP 239, 54506, Vandœuvre-lès-Nancy</wicri:regionArea><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></placeName></affiliation><affiliation wicri:level="1"><country wicri:rule="url">France</country></affiliation></author><author><name sortKey="Cordier, Amelie" sort="Cordier, Amelie" uniqKey="Cordier A" first="Amélie" last="Cordier">Amélie Cordier</name><affiliation wicri:level="3"><country xml:lang="fr">France</country><wicri:regionArea>LIRIS CNRS UMR 5202, Université Lyon 1, INSA Lyon, Université Lyon 2, ECL, 43, bd du 11 novembre 1918, Villeurbanne</wicri:regionArea><placeName><region type="region" nuts="2">Auvergne-Rhône-Alpes</region><region type="old region" nuts="2">Rhône-Alpes</region><settlement type="city">Villeurbanne</settlement><settlement type="city" wicri:auto="agglo">Lyon</settlement></placeName></affiliation><affiliation wicri:level="1"><country wicri:rule="url">France</country></affiliation></author><author><name sortKey="Lieber, Jean" sort="Lieber, Jean" uniqKey="Lieber J" first="Jean" last="Lieber">Jean Lieber</name><affiliation wicri:level="3"><country xml:lang="fr">France</country><wicri:regionArea>LORIA (CNRS, INRIA, Nancy Universities), BP 239, 54506, Vandœuvre-lès-Nancy</wicri:regionArea><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></placeName></affiliation><affiliation wicri:level="1"><country wicri:rule="url">France</country></affiliation></author></analytic><monogr></monogr><series><title level="s" type="main" xml:lang="en">Lecture Notes in Computer Science</title><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: Adaptation has long been considered as the Achilles’ heel of case-based reasoning since it requires some domain-specific knowledge that is difficult to acquire. In this paper, two strategies are combined in order to reduce the knowledge engineering cost induced by the adaptation knowledge (AK) acquisition task: AK is learned from the case base by the means of knowledge discovery techniques, and the AK acquisition sessions are opportunistically triggered, i.e., at problem-solving time.</div></front></TEI></ISTEX></double></record>Pour manipuler ce document sous Unix (Dilib)
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