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Multicriteria aggregating operator adaptation based on decision making context

Fomba, Soumana and Zaraté, Pascale and Camilleri, Guy Multicriteria aggregating operator adaptation based on decision making context. (2017) In: 3rd International Conference on Decision Support Systems Technologies (ICDSST 2017), 29 May 2017 - 31 May 2017 (Namur, Belgium).

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Official URL: https://pure.unamur.be/ws/files/36803047/proceedings_ICDSST2017_v6.pdf

Abstract

Recommender systems aim to support decision-makers by providing decision advice. We review briefly tools of Multi-Criteria Decision Analysis (MCDA), including aggregation operators that could be the basis for a recommender system. Then we develop a generic multi-criteria recommender system, to support decisions by aggregating measures of performance contained in a performance matrix. To determine a total order of alternatives, the system uses different multicriteria aggregation operators depending on the context of use of the system. Thus, recommendations are calculated using partial preferences provided by the decision maker and updated by the system. An integrated web platform is under development.

Item Type:Conference or Workshop Item (Paper)
Additional Information:This papers appears in Proceedings of the 2017 International Conference on Decision Support System Technology ISBN :978-2-917490-28-0 The definitive version is available at : https://pure.unamur.be/ws/files/36803047/proceedings_ICDSST2017_v6.pdf
HAL Id:hal-01873745
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 des Sciences, des Techniques et des Technologies de Bamako - USTTB ( MALI)
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Deposited By: IRIT IRIT
Deposited On:21 Jun 2018 08:37

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