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CP-nets: A Tool for Repre-senting and Reasoning about Conditional Ceteris Paribus Preference Stateme

CP-nets: A Tool for Repre-senting and Reasoning about Conditional Ceteris Paribus Preference Stateme,Journal of Artificial Intelligence Research,C. Bo

CP-nets: A Tool for Repre-senting and Reasoning about Conditional Ceteris Paribus Preference Stateme   (Citations: 30)
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    • ...This specific language underlies the preference specification approach called CP-networks (Boutilier, Brafman, Domshlak, Hoos, & Poole, 2004a), and the components of this meta-model instance are described in Figure 4...
    • ...CP-nets were introduced in (Boutilier et al., 2004a; Boutilier, Brafman, Domshlak, Hoos, & Poole, 2004b) and have generated various extensions, enhancements, and analysis, such as (Wilson, 2004; Rossi, Venable, & Walsh, 2004; Gold-...

    Ronen I. Brafmanet al. Preference Handling - An Introductory Tutorial

    • ...Some recent approaches support relaxation of the fully additive assumption, for example by providing generalized versions [2] or exploiting graphical models of dependence structure [3,4,5], while remaining within the multiattribute framework...

    Azzurra Ragoneet al. Computing Utility from Weighted Description Logic Preference Formulas

    • ...From a AI point of view, the interest is centered mainly in developing powerful mechanisms for preference reasoning [3, 4, 18]...
    • ...The approach of CP-Nets [3] uses a very simple graphical model which captures users qualitative conditional preference over objects, under a ceteris paribus semantics...

    Sandra De Amoet al. CPref-SQL: a query language supporting conditional preferences

    • ...Some recent approaches support relaxation of the fully additive assumption, for example by providing generalized versions [2] or exploiting graphical models of dependence structure [3,4,5], while remaining within the multiattribute framework...

    Azzurra Ragoneet al. Weighted Description Logics Preference Formulas for Multiattribute Neg...

    • ...In this paper we will consider two specific instantiations of such a formalism: qualitative preferences based on CP or TCP-nets (Boutilier, Brafman, Domshlak, Hoos, & Poole, 2004; Brafman, Domshlak, & Shimony, 2006a), and quantitative preferences represented as generalized additively independent (GAI) value functions (Bacchus & Grove, 1995; Fishburn, 1969)...
    • ...Here we discuss two specific formalisms, namely TCP-nets (Brafman et al., 2006a), an extension of CP-nets (Boutilier et al., 2004), and Generalized Additively Independent (GAI)-value functions (Bacchus & Grove, 1995; Fishburn, 1969)...

    Maxim Binshtoket al. Generic Preferences over Subsets of Structured Objects

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