Aggregation of Uncertain Qualitative Preferences for a Group of Agents

Paolo Viappiani 1
1 DECISION
LIP6 - Laboratoire d'Informatique de Paris 6
Abstract : We consider aggregation of partially known qualitative preferences for a group of agents, considering necessary and potentially optimal choices with respect to different notions of optimality (consensus, extreme choices, Pareto optimality) and provide a theoretical characterization. We report statistics (obtained with simulations with synthetic data) about the cardinality of the sets of possible and necessarily optimal choices for the different cases. Finally we introduce preliminary ideas on a qualitative notion of fairness and on interactive elicitation.
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Conference papers
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https://hal.archives-ouvertes.fr/hal-01217159
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Submitted on : Monday, October 19, 2015 - 10:38:36 AM
Last modification on : Thursday, November 21, 2019 - 12:00:07 AM

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Paolo Viappiani. Aggregation of Uncertain Qualitative Preferences for a Group of Agents. 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, Jul 2014, Montpellier, France. pp.434-443, ⟨10.1007/978-3-319-08855-6_44⟩. ⟨hal-01217159⟩

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