Preference disaggregation analysis: an overview of methodological advances and applicationsPreference disaggregation analysis: an overview of methodological advances and applications Κεφάλαιο σε Βιβλίο Book Chapter 2024-11-122022enPreference disaggregation analysis has been widely used for constructing decision models in multi-criteria decision aid (MCDA). Disaggregation approaches 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. Moreover, recent applications are summarized along with developments in this field.http://creativecommons.org/licenses/by/4.0/1Multiple Criteria Decision MakingIntelligent Decision Support Systems : Combining Operations Research and Artificial Intelligence - Essays in Honor of Roman Słowiński Doumpos Michail Δουμπος Μιχαηλ Grigoroudis Evangelos Γρηγορουδης Ευαγγελος Matsatsinis Nikolaos Ματσατσινης Νικολαος Zopounidis Konstantinos Ζοπουνιδης Κωνσταντινος Springer Preference disaggregation analysis Multi-criteria decision aid (MCDA)