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The Ethics of Computerized Decision Procedures: Uncovering Biases and Value Assumptions

The Ethics of Computerized Decision Procedures: Uncovering Biases and Value Assumptions
计算机化决策程序的伦理:揭示偏见和价值假设
批准号:
9110939
负责人:
John Mulvey
金额:
$6.05万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
1991
资助国家:
美国
项目状态:
已结题
起止时间:
1991-09-01 至 1995-04-30

项目摘要

项目成果

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中文摘要
翻译
该项目的目的是探讨当计算机决策程序(也可以被认为是计算机模型)应用于影响公共利益的决策时所产生的伦理问题。这些系统已经变得无处不在;例子包括空中交通管制、森林服务规划、军事冲突模拟等等。这些模型的开发和使用引发了伦理问题,但这些问题往往被模型的技术性质所掩盖。在这个项目中,调查人员将研究两个真实世界的案例;一个是计算机决策程序(CDPs)用于养老金计划决策。这项调查将识别、分类和分析这些模型开发和使用中的道德问题。它将搜索可能是许多模型共同的通用问题,并探索确保伦理问题在未来得到解决的方法。分析将检查出现的设计师,决策者和公众的道德问题。对于每一组,将从不同的伦理理论和框架的角度进行分析,并确定其对行动的影响。这个过程可以为建模人员和建模人员提供政策或程序变更的建议。例如,对家长式作风和同意的担忧将导致建议以对客户或用户透明的方式开发cdp。结果将包括在专业学会会议上的报告和在适当的期刊上的出版物。本提案的主题是伦理与价值研究的最高优先事项。这些调查人员的资质和工作记录都非常出色。该项目为研究计算机模型开发和应用中的伦理问题提供了重要的理论和方法测试。结果将对广泛的个人和团体有用。预算是适度的。提案建议支持。
英文摘要
The aim of this project is to explore the ethical issues that arise when computer decision procedures (which can also be thought of as computer models) are applied in decisions affecting the public interest. These systems have become pervasive; examples include air-traffic control, forest service planning, military conflict simulations, and so forth. The development and use of these models raise ethical issues, but these issues are often hidden by the technical nature of the models. In this project, the investigators will examine two real world cases; one will be computer decision procedures (CDPs) used in pension plan decision making. This investigation will identify, classify, and analyse ethical issues in the development and use of these models. It will search for generic issues that are likely to be common to many models, and explore ways to ensure that the ethical issues are addressed in the future. The analysis will examine ethical issues that arise for the designers, the decision makers, and the public. With respect to each group, analyses will be developed from the standpoint of different ethical theories and frameworks, and their implications for action will be identified. This process can lead to suggestions for change in policy or procedure for modellers and modelling. For example, a concern for paternalism and consent would lead to the recommendation that CDPs be developed in ways that are transparent to clients or users. Results will include presentations at professional society meetings and publications in appropriate journals. The topic of this proposal is of highest priority for Ethics and Values Studies. The qualifications and track record of these investigators are excellent. The project provides an important test for theories and methodologies to study ethical issues in development and applications of computer models. Results will be useful for a wide range of individuals and groups. The budget is modest. The proposal is recommended for support.
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Risk Management For Global Financial Organizations: Applying Large-Scale Optimization
  • 批准号:
    0323410
  • 项目类别:
    Standard Grant
  • 资助金额:
    $29.79万
  • 财政年份:
    2003
  • 负责人:
    John Mulvey
  • 依托单位:
Robust Optimization for Risk Management in Telecommunications
  • 批准号:
    9409235
  • 项目类别:
    Standard Grant
  • 资助金额:
    $10.0万
  • 财政年份:
    1994
  • 负责人:
    John Mulvey
  • 依托单位:
US-Poland Computation Research on Decomposition Methods for Linear Multistage Stocastic Programming
  • 批准号:
    9024542
  • 项目类别:
    Standard Grant
  • 资助金额:
    $2.12万
  • 财政年份:
    1992
  • 负责人:
    John Mulvey
  • 依托单位:
Algorithms for Large Scale Stochastic Optimization
  • 批准号:
    9102660
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $19.94万
  • 财政年份:
    1991
  • 负责人:
    John Mulvey
  • 依托单位:
海外基金