Transparency in the Reporting of Artificial Intelligence – The TITAN Guideline

Q3 Environmental Science
Riaz Agha, Ginimol Mathew, Rasha Rashid, Ahmed Kerwan, Ahmed Al‐Jabir, Catrin Sohrabi, Thomas Franchi, Maria Nicola, Maliha Agha
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引用次数: 340

Abstract

The use of AI in research and the literature is increasing. The need for transparency is clear. Here we present a guideline to transparently report the use of AI in any manuscript in general. The guideline items cover; declaration, purpose and scope, AI tools and configuration, data inputs and safeguards, human oversight and verification, bias, ethics and regulatory compliance and reproducibility and transparency. These items have been confirmed in a recent Delphi consensus exercise with high participation and agreement. This guide will evolve over time as technology, systems and behaviour evolve.
人工智能报告的透明度- TITAN指南
人工智能在研究和文献中的应用越来越多。透明度的必要性是显而易见的。在这里,我们提出了一个指南,以透明地报告人工智能在任何手稿中的使用。指引项目包括:声明、目的和范围、人工智能工具和配置、数据输入和保障措施、人为监督和核查、偏见、道德和监管合规性、可重复性和透明度。这些项目已在最近的德尔菲协商一致活动中得到确认,参与程度和一致性很高。本指南将随着技术、系统和行为的发展而不断发展。
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来源期刊
农业环境科学学报
农业环境科学学报 Environmental Science-Nature and Landscape Conservation
CiteScore
1.80
自引率
0.00%
发文量
9722
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