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引用次数: 0
摘要
本案例研究是针对一个当代社会问题--自动交通执法中的不公正现象--而开发的,供学生练习数据分析和优化技能。具体来说,本案例研究适用于以假设检验为重点的现代数据分析和统计建模课程的学生;它还为以线性优化和网络优化为重点的优化和数学建模课程的学生提供了一个组成部分。自 2023 年春季起,该案例研究已被用于工业工程(数据分析,概率与统计入门)和土木工程(运输系统,土木工程师数学建模与优化入门,侧重于运输)课程中两门课程的组合:本论文已被 INFORMS Transactions on Education Special Issue on DEI in ORMS Classrooms 收录。
Case—Racial Bias in Automated Traffic Law Enforcement and the Price of Unjustness
This case study has been developed for students to practice their data analysis and optimization skills in a contemporary societal issue: that of injustice in automated traffic law enforcement. Specifically, this case study is for students of modern data analysis and statistical modeling courses that focus on hypothesis testing; it also has a component for students in optimization and mathematical modeling courses that focus on linear and network optimization. The case study has been used since Spring 2023 in a combination of two courses from the Industrial Engineering (Analysis of Data, an introduction to probability and statistics) and Civil Engineering (Transportation Systems, an introduction to mathematical modeling and optimization for civil engineers with a focus on transportation) curricula.History: This paper has been accepted for the INFORMS Transactions on Education Special Issue on DEI in ORMS Classrooms.