Improving Case Retrieval Using Typicality
Identifieur interne : 000308 ( Main/Exploration ); précédent : 000307; suivant : 000309Improving Case Retrieval Using Typicality
Auteurs : Emmanuelle Gaillard [France] ; Jean Lieber [France] ; Emmanuel Nauer [France]Source :
English descriptors
Abstract
This paper shows how typicality can be used to improve the case retrieval of a case-based reasoning (CBR) system, improving at the same time the global results of the CBR system. Typicality discriminates subclasses of a class in the domain ontology depending of how a subclass is a good example for its class. Our approach proposes to partition the subclasses of some classes into atypical, normal and typical subclasses in order to refine the domain ontology. The refined ontology allows a finer-grained generalization of the query during the retrieval process. The benefits of this approach are presented according to an evaluation in the context of Taaable, a \cbr system designed for the cooking domain.
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- to stream Hal, to step Corpus: 002A08
- to stream Hal, to step Curation: 002A08
- to stream Hal, to step Checkpoint: 000284
- to stream Main, to step Merge: 000308
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Le document en format XML
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<profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>Typicality</term>
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<front><div type="abstract" xml:lang="en">This paper shows how typicality can be used to improve the case retrieval of a case-based reasoning (CBR) system, improving at the same time the global results of the CBR system. Typicality discriminates subclasses of a class in the domain ontology depending of how a subclass is a good example for its class. Our approach proposes to partition the subclasses of some classes into atypical, normal and typical subclasses in order to refine the domain ontology. The refined ontology allows a finer-grained generalization of the query during the retrieval process. The benefits of this approach are presented according to an evaluation in the context of Taaable, a \cbr system designed for the cooking domain.</div>
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