银行业
计算机科学
零售银行业务
并购
实证研究
业务
人工智能
营销
会计
财务
认识论
哲学
作者
Michael Doumpos,Constantin Zopounidis,Dimitrios Gounopoulos,Emmanouil Platanakis,Wenke Zhang
标识
DOI:10.1016/j.ejor.2022.04.027
摘要
Banking is a popular topic for empirical and methodological research that applies operational research (OR) and artificial intelligence (AI) methods. This article provides a comprehensive and structured bibliographic survey of OR- and AI-based research devoted to the banking industry over the last decade. The article reviews the main topics of this research, including bank efficiency, risk assessment, bank performance, mergers and acquisitions, banking regulation, customer-related studies, and fintech in the banking industry. The survey results provide comprehensive insights into the contributions of OR and AI methods to banking. Finally, we propose several research directions for future studies that include emerging topics and methods based on the survey results.
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