银行业中的运筹学与人工智能方法

Operational research and artificial intelligence methods in banking

European Journal of Operational Research · 2022
被引 168 · 同刊同年前 1%
ABS 4

中文导读

这篇文献综述梳理了过去十年运筹学和人工智能方法在银行业的研究,涵盖银行效率、风险评估、绩效、并购、监管、客户研究和金融科技等主题,并提出了未来研究方向。

Abstract

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.

银行业运筹学人工智能文献综述