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Öğe Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda(Elsevier B.V., 2023) De, Bock, K.W.; Coussement, K.; Caigny, A.D.; S?owi?ski, R.; Baesens, B.; Boute, R.N.; Choi T.-M.The ability to understand and explain the outcomes of data analysis methods, with regard to aiding decision-making, has become a critical requirement for many applications. For example, in operational research domains, data analytics have long been promoted as a way to enhance decision-making. This study proposes a comprehensive, normative framework to define explainable artificial intelligence (XAI) for operational research (XAIOR) as a reconciliation of three subdimensions that constitute its requirements: performance, attributable, and responsible analytics. In turn, this article offers in-depth overviews of how XAIOR can be deployed through various methods with respect to distinct domains and applications. Finally, an agenda for future XAIOR research is defined. © 2023 Elsevier B.V.
