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Representation of Multiple Agent Preferences - A Short Survey

Ben Amor, Nahla and Dubois, Didier and Prade, Henri and Saidi, Syrine Representation of Multiple Agent Preferences - A Short Survey. (2018) In: International Conference on Scalable Uncertainty Management (SUM 2018), 3 October 2018 - 5 October 2018 (Milan, Italy).

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Official URL: https://doi.org/10.1007/978-3-030-00461-3_25

Abstract

Different types of graphical representation for local preferences have been proposed in the literature. Graphs may be directed or not. Modeling may be quantitative or qualitative. Principles for extending local preferences to complete configurations may be based on different independence assumptions. Some extensions of such graphical representation settings to multiple agent preferences have been proposed, with different ways of handling agents: they may be viewed just as a set of individual agents, or described in terms of attribute values inducing a partition of the set of agents in terms of subcategories, or they may be reduced to some anonymous statistical counting. The fact that preferences pertain to multiple agents raises the question of either working with a collective graphical representation or aggregating individual preferences, the preferences of each agent being then represented as a graph. Moreover the multiple agent nature of the representation enriches the types of preference queries that can be addressed. The purpose of this short note is to start with a brief survey of the main graphical preference models found in the literature, such as CP-nets, π-pref nets, GAI networks, and to discuss their multiple agent extensions in an organized way, with a view to understand how the different representation options could be combined when possible.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 11142 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-030-00460-6 The original PDF is available at: https://link.springer.com/chapter/10.1007%2F978-3-030-00461-3_25
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Université de Tunis (TUNISIA)
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Deposited By: IRIT IRIT
Deposited On:22 May 2019 08:12

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