Belief revision-based case-based reasoning
Identifieur interne : 001991 ( Main/Exploration ); précédent : 001990; suivant : 001992Belief revision-based case-based reasoning
Auteurs : Julien Cojan [France] ; Jean Lieber [France]Source :
English descriptors
Abstract
Adaptation is a task of case-based reasoning (CBR) that aims at modifying a case to solve a new problem. Now, belief revision deals also about modifications. This paper studies how some results about revision can be applied to formalize adaptation and, more widely, CBR. Revision operators based on distances are defined in formalisms frequently used in CBR and applied to define an adaptation operator that takes into account the domain knowledge and the adaptation knowledge. This approach to adaptation is shown to generalize some other approaches to adaptation, such as rule-based adaptation.
Url:
Affiliations:
- France
- Grand Est, Lorraine (région), Provence-Alpes-Côte d'Azur
- Metz, Nancy, Nice
- Université Nice Sophia Antipolis, Université de Lorraine
Links toward previous steps (curation, corpus...)
- to stream Hal, to step Corpus: 001227
- to stream Hal, to step Curation: 001227
- to stream Hal, to step Checkpoint: 001606
- to stream Main, to step Merge: 001A20
- to stream Main, to step Curation: 001991
Le document en format XML
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Now, belief revision deals also about modifications. This paper studies how some results about revision can be applied to formalize adaptation and, more widely, CBR. Revision operators based on distances are defined in formalisms frequently used in CBR and applied to define an adaptation operator that takes into account the domain knowledge and the adaptation knowledge. This approach to adaptation is shown to generalize some other approaches to adaptation, such as rule-based adaptation.</div></front></TEI><affiliations><list><country><li>France</li></country><region><li>Grand Est</li><li>Lorraine (région)</li><li>Provence-Alpes-Côte d'Azur</li></region><settlement><li>Metz</li><li>Nancy</li><li>Nice</li></settlement><orgName><li>Université Nice Sophia Antipolis</li><li>Université de Lorraine</li></orgName></list><tree><country name="France"><region name="Provence-Alpes-Côte d'Azur"><name sortKey="Cojan, Julien" sort="Cojan, Julien" uniqKey="Cojan J" first="Julien" last="Cojan">Julien Cojan</name></region><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)
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