AAAI Publications, Sixteenth International Conference on Principles of Knowledge Representation and Reasoning

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Preference Aggregation with Incomplete CP-Nets
Adrian Haret, Arianna Novaro, Umberto Grandi

Last modified: 2018-09-24

Abstract


Generalized CP-nets (gCP-nets) extend standard CP-nets by allowing conditional preference tables to be incomplete. Such generality is desirable, as in practice users may want to express preferences over the values of a variable that depend only on partial assignments for other variables. In this paper we study aggregation of gCP-nets, under the name of multiple gCP-nets (mgCP-nets). Inspired by existing research on mCP-nets, we define different semantics for mgCP-nets and study the complexity of prominent reasoning tasks such as dominance, consistency and various notions of optimality.

Keywords


CP-nets; preference aggregation; incomplete information; complexity

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