Conference: Incorporating Ethics into the Human-Centered Design of AI Solutions
Conference: Incorporating Ethics into the Human-Centered Design of AI Solutions
批准号:
2232404
负责人:
Louiqa Raschid
金额:
$10.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2022
资助国家:
美国
项目状态:
已结题
起止时间:
2022-09-01 至 2023-02-28
中文摘要
本次研讨会的目标是探索积极的以人为中心的方法来开发一个框架,该框架支持从底层开始,从需求收集和功能规范的早期阶段开始,将道德考虑和约束集成到人工智能的设计中。希望以人为本的积极方法,以及对伦理和社会要求的早期考虑,将在促进人类福祉方面产生重大回报。研讨会将讨论四个方面:1)知识表示:以一种可以纳入系统设计的方式,开发用于获取、验证和表示伦理信息的方法;2)。设计指南:将以人为中心的设计原则融入用户界面设计的策略;3)。指标:定义评估指标,以测试原型AI解决方案在某些选定领域的成功和局限性;4)。法规和遵从性:在设计期间更容易地合并法规,以改进和确保遵从性。该奖项反映了美国国家科学基金会的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
英文摘要
The goal of this workshop is to explore active human centered approaches to develop a framework that supports the integration of ethical considerations and constraints into the design of AIs, from the ground up, and starting from an early phase of requirements gathering and feature specification. The hope is thatthe human centered active approach, and the early consideration of ethical and social requirements, will have a significant payoff in promoting human well-being.The workshop will address four areas: 1.) Knowledge Representation: The development of methodology(ies)for the acquisition, validation, and representation of ethical information in a way that can be incorporated into system design; 2.) Design Guidelines: Strategies that incorporate human centered design principles into the design of User Interfaces (UIs); 3.) Metrics: The definition of evaluation metrics to test the success and limitations of prototype AI solutions in some selected domains; 4.) Regulation and Compliance: Crafting regulations to be more easily incorporated during design to improve and ensure compliance.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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