Opportunistic Adaptation Knowledge Discovery
Identifieur interne : 003918 ( Main/Exploration ); précédent : 003917; suivant : 003919Opportunistic 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
Affiliations:
- France
- Auvergne-Rhône-Alpes, Grand Est, Lorraine (région), Rhône-Alpes
- Lyon, Vandœuvre-lès-Nancy, Villeurbanne
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: 001E40
- to stream Istex, to step Curation: 001E16
- to stream Istex, to step Checkpoint: 000A25
- to stream Hal, to step Corpus: 003943
- to stream Hal, to step Curation: 003943
- to stream Hal, to step Checkpoint: 002B30
- to stream Main, to step Merge: 003996
- to stream Main, to step Curation: 003918
Le document en format XML
<record><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>
<idno type="wicri:source">HAL</idno>
<idno type="RBID">Hal:inria-00437693</idno>
<idno type="url">https://hal.inria.fr/inria-00437693</idno>
<idno type="wicri:Area/Hal/Corpus">003943</idno>
<idno type="wicri:Area/Hal/Curation">003943</idno>
<idno type="wicri:Area/Hal/Checkpoint">002B30</idno>
<idno type="wicri:explorRef" wicri:stream="Hal" wicri:step="Checkpoint">002B30</idno>
<idno type="wicri:Area/Main/Merge">003996</idno>
<idno type="wicri:Area/Main/Curation">003918</idno>
<idno type="wicri:Area/Main/Exploration">003918</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><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">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>
<affiliations><list><country><li>France</li>
</country>
<region><li>Auvergne-Rhône-Alpes</li>
<li>Grand Est</li>
<li>Lorraine (région)</li>
<li>Rhône-Alpes</li>
</region>
<settlement><li>Lyon</li>
<li>Vandœuvre-lès-Nancy</li>
<li>Villeurbanne</li>
</settlement>
</list>
<tree><country name="France"><region name="Grand Est"><name sortKey="Badra, Fadi" sort="Badra, Fadi" uniqKey="Badra F" first="Fadi" last="Badra">Fadi Badra</name>
</region>
<name sortKey="Badra, Fadi" sort="Badra, Fadi" uniqKey="Badra F" first="Fadi" last="Badra">Fadi Badra</name>
<name sortKey="Cordier, Amelie" sort="Cordier, Amelie" uniqKey="Cordier A" first="Amélie" last="Cordier">Amélie Cordier</name>
<name sortKey="Cordier, Amelie" sort="Cordier, Amelie" uniqKey="Cordier A" first="Amélie" last="Cordier">Amélie Cordier</name>
<name sortKey="Lieber, Jean" sort="Lieber, Jean" uniqKey="Lieber J" first="Jean" last="Lieber">Jean Lieber</name>
<name sortKey="Lieber, Jean" sort="Lieber, Jean" uniqKey="Lieber J" first="Jean" last="Lieber">Jean Lieber</name>
</country>
</tree>
</affiliations>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Lorraine/explor/InforLorV4/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 003918 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 003918 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Wicri/Lorraine |area= InforLorV4 |flux= Main |étape= Exploration |type= RBID |clé= ISTEX:833475F49909B88D46AC5B37CFDF7B00AB667082 |texte= Opportunistic Adaptation Knowledge Discovery }}
This area was generated with Dilib version V0.6.33. |