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发展运营管理数据分析

Developing operations management data analytics

Production and Operations Management · 2022
被引 34
人大 AFT50UTD24ABS 4

中文导读

总结了数据分析在运营管理多个主要应用领域的代表性贡献,讨论了共同主题、当前趋势和未来方向,重点描述了数据整合在运营决策中的应用。

Abstract

In this article, we describe representative contributions in several major application areas of data analytics in operations management to summarize the recent development, discuss the common themes, identify the current trends, and speculate the future directions. Certainly, many important contributions have been made in various application areas that are either directly or indirectly related to data analytics, and there are important theoretical developments made by scholars in our field. It is not our intention to provide a complete survey for data‐analytics work in our field. Instead, we focus only on the aspect of data integration in operational decision‐making by describing the most popular applications of data analytics.

运营管理数据分析大数据管理科学数据挖掘