The Review and Framework of AI in Business Applications: An Operations Perspective

时间:2021-04-07         阅读:


主题The Review and Framework of AI in Business Applications: An Operations Perspective

主讲人美国罗格斯大学 李猛副教授

主持人工商管理学院 赵琳教授


直播平台及会议ID腾讯会议 会议ID:319 256 919(密码:123456)

主办单位:工商管理学院 科研处


李猛博士,现任美国罗格斯大学商学院的副教授,毕业于美国德克萨斯大学达拉斯分校。担任Production and Operations Management的Senior Editor和Decision Sciences Journal的副主编。李猛教授在Management Science, Operations Research, Manufacturing and Service Operations Management, Production and Operations Management等发表了接近20篇文章,是40岁以下华人中为数不多的能在UTD24期刊中高产出的学者。他的研究兴趣主要集中在行为偏差、不完全信息决策等方面。


Recently, artificial intelligence (AI) is changing the operating process of a large number of companies as well as our lifestyle. The advances of machine learning techniques (especially deep learning) enable AI-based algorithms, machines, and systems to perform more tasks. In this paper, we review the current research on AI from a micro perspective. First, we discuss the application research about AI in four different scenarios (i.e., operations management, healthcare, human resources, and city governance). Next, we explore discrimination issues in AI-based algorithms and the potential reasons as well as solutions. Last, we review how do humans perceive the AI technologies or algorithms, and then make a conclusion.