Titlebook: Intelligent Decision Support Systems; Combining Operations Salvatore Greco,Vincent Mousseau,Constantin Zopoun Book 2022 The Editor(s) (if a

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,Roman Słowiński and His Research Program: Intelligent Decision Support Systems Between Operations Rin Operations Research, Multiple Criteria Decision Aiding, and Artificial Intelligence in the perspective of Intelligent Decision Support Systems. We try to reproduce his vision of intelligent decision support systems, which he largely initiated in the scientific community, and his ideas and achieve

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Preference Disaggregation Analysis: An Overview of Methodological Advances and Applications,hes adopt a data-driven scheme, in which preferential information is inferred from decision examples through regression-like approaches. This chapter provides an overview of the preference disaggregation paradigm and the existing methodologies covering different modeling forms and decision contexts.

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Modeling and Learning of Hierarchical Decision Models: The Case of the Choquet Integral,e recent past: first, the idea of leveraging methods from preference learning for the data-driven (instead of human-centric) construction of decision models, and second, the use of hierarchical instead of “flat” decision models. In particular, we show the advantage of combining the two, that is, of

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What Is Legitimate Decision Support?,ilable theoretical knowledge and empirical data. Although this activity is often seen as being mainly concerned with solving mathematical problems and conceiving algorithms, it is essentially an empirical and socially framed activity, where interactions between clients and analysts, and between them