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Multi-Criteria Decision Making with Existential Rules using Repair Techniques
Acte de colloque   Open Access

Multi-Criteria Decision Making with Existential Rules using Repair Techniques

Nikos Karanikolas, Madalina Croitoru, Pierre Bisquert, Christos Kaklamanis, Rallou Thomopoulos et Bruno Yun
38th SGAI International Conference on Artificial Intelligence, Vol.LNCS(11311), pp.177-183
Artificial Intelligence XXXV
AI: Artificial Intelligence (Cambridge, United Kingdom, 11/12/2018–13/12/2018)
2018

Résumé

The central problem in multi-criteria decision making is to reach an acceptable decision aggregating preferences over multiple criteria. In this paper, we explain how to benefit from the reasoning capabilities of existential rules for modelling a multi-criteria decision making problem as an inconsistent knowledge base. The repairs of this knowledge base represent the maximally consistent point of views and inference strategies can be used for decision making.

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