tachAId-一个互动工具,支持设计以人为中心的人工智能解决方案
Max Bauroth1, Pavlos Rath-Manakidis1, Valentin Langholf2
1Faculty of Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany.
Frontiers in artificial intelligence
|March 27, 2024
概括
本研究介绍了tachAId,这是一个指导开发人员以人为中心的人工智能 (AI) 设计的咨询工具. 它确保AI解决方案在整个机器学习生命周期中满足人类需求.
科学领域:
- 人工智能的人工智能
- 人与计算机的交互
- 软件工程 软件工程 软件工程
背景情况:
- 将人工智能 (AI) 整合到企业中对于竞争力至关重要.
- 在设计以人类需求为中心的AI解决方案时,需要有结构的指导.
研究的目的:
- 介绍"关于以人为中心的人工智能开发的技术援助" (tachAId),一个交互式咨询工具.
- 通过以人为中心的设计重点引导人工智能开发人员和决策者通过机器学习生命周期.
主要方法:
- tachAId为人工智能开发阶段的以人为中心提供了具体的技术建议.
- 通过使用基于现有方法的以人为中心的人工智能标准来评估有效性.
- 根据这些标准评估了tachAId和一个可比的工具.
主要成果:
- 该工具为以人为中心的人工智能开发提供了动机和实际建议.
- 建立了一个基于挑战和目标的评估框架.
- 一项比较分析突出了咨询工具所涵盖的以人为中心的方面.
结论:
- tachAId支持创建符合人类需求的AI解决方案.
- 评估提供了对以人为中心的人工智能工具全面性的见解.
- 这项工作有助于利益相关者选择适当的AI开发指南.
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