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支持人工智能的AT框架:对新兴辅助技术的基于原则的方法.

David Silvera-Tawil1, Liesel Higgins1, Katie Packer1

  • 1Australian e-Health Research Centre, CSIRO, Canberra, Australia.

Disability and rehabilitation. Assistive technology
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概括

一个新的框架有助于人工智能 (AI) 支持的辅助技术 (AT) 的决策. 这种共同设计的工具确保了针对残疾人的伦理,以用户为中心的AI应用程序,促进了知情开发和评估.

关键词:
人工智能的人工智能是人工智能.评估评估的评估评估的评估.辅助技术是指辅助技术的使用.身体残疾就是残疾.一个基本的框架框架.

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科学领域:

  • 辅助技术 (AT) 和人工智能 (AI) 的应用
  • 关于残疾人的研究.
  • 人与计算机的交互

背景情况:

  • 辅助技术 (AT) 支持残疾人完成日常任务.
  • 人工智能 (AI) 越来越多地被整合到AT开发中.
  • 需要一个结构化的方法,以便在AI支持的AT中做出明智的决策.

研究的目的:

  • 介绍人工智能支持的AT框架,这是一个有效决策,开发和评估人工智能支持的AT的工具.
  • 为了促进残疾人在AI支持的AT空间中进行知情选择和控制.
  • 支持利益相关者在AT中导航AI的复杂性.

主要方法:

  • 采用参与式研究方法共同设计的框架.
  • 参与了各种利益相关者:残疾人,护理人员,工业,政府和研究人员.
  • 采用多阶段的过程,包括文献审查,采访,焦点小组和研讨会.

主要成果:

  • 支持人工智能的AT框架提供了一个结构化的,以人为中心的方法来评估支持人工智能的AT.
  • 包含六个核心领域:用户体验,隐私,安全,质量,安全,相对价值和人权.
  • 提供了明确的评估标准,并强调了持续利益相关者参与的重要性.

结论:

  • 支持人工智能的AT框架是增强人工智能支持AT开发,评估和部署决策的实用工具.
  • 强调共同设计和利益相关者参与道德,有效和以用户为中心的AI应用程序.
  • 建议对框架验证,实施和新出现的采用挑战进行未来的研究.