Preferences in Case-Based Reasoning

Case-based reasoning (CBR) is a well-established problem solving paradigm that has been used in a wide range of real-world applications. Despite its great practical success, work on the theoretical foundations of CBR is still under way, and a coherent and universally applicable methodological fr...

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Autor principal: Abdel-Aziz, Amira
Outros Autores: Hüllermeier, Eyke (Prof. Dr.) (BetreuerIn (Doktorarbeit))
Formato: Dissertation
Idioma:inglês
Publicado em: Philipps-Universität Marburg 2016
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Acesso em linha:Texto integral em PDF
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Descrição
Resumo:Case-based reasoning (CBR) is a well-established problem solving paradigm that has been used in a wide range of real-world applications. Despite its great practical success, work on the theoretical foundations of CBR is still under way, and a coherent and universally applicable methodological framework is yet missing. The absence of such a framework inspired the motivation for the work developed in this thesis. Drawing on recent research on preference handling in Artificial Intelligence and related fields, the goal of this work is to develop a well theoretically-founded framework on the basis of formal concepts and methods for knowledge representation and reasoning with preferences.
Descrição Física:164 Seiten
DOI:10.17192/z2016.0800