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Semantic templates for case-based reasoning systems

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Recio García, Juan Antonio and Díaz Agudo, Mª Belen and González Calero, Pedro Antonio (2009) Semantic templates for case-based reasoning systems. Knowledge engineering review, 24 (3). pp. 245-264. ISSN 0269-8889

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Official URL: http://journals.cambridge.org/action/displayFulltext?type=1&fid=6204852&jid=KER&volumeId=24&issueId=03&aid=6204844&newWindow=Y


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Abstract

In this paper, we present an approach to solve the drawbacks of manual composition of software components. Our approach is applied within the jCOLIBRI framework for building case-based reasoning (CBR) applications. We propose a system design process based on reusing templates obtained from previously designed CBR systems. Templates store the control flow of the CBR applications and include semantic annotations conceptualizing its behavior and expertise. We use CBR ontology to formalize syntactical, semantical and pragmatical aspects of the reusable components of the framework. The ontology vocabulary facilitates an annotation process of the components and allows to reason about their composition, facilitating the semi-automatic configuration of complex systems from their composing pieces.


Item Type:Article
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© 2009, Cambridge University Press

Uncontrolled Keywords:E-commerce; Reuse; CBR
Subjects:Sciences > Computer science > Artificial intelligence
ID Code:30567
Deposited On:12 Jun 2015 14:24
Last Modified:07 Jul 2015 08:47

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