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arXiv 2104.09233cs.HCcs.AI
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对人工智能、人为因素和自动化的组合进行全面系统的综述

Comprehensive systematic review into combinations of artificial intelligence, human factors, and automation

Tehran University(德黑兰大学)

Reza Khani-Shekarab, Alireza khani-shekarab

摘要:

基于人工智能(AI)的模型用于改善包括医疗保健和金融在内的不同领域。AI的优势之一是自动化。然而,在人工智能在自动化中的应用中,考虑人为因素很重要。本文报告了一个系统的审查已发表的研究,用于调查应用AI在PM。本综合系统性综述使用ScienceDirect识别相关文章。在发现的422篇文章中,40篇符合纳入和排除标准,并用于综述。根据人为因素和应用领域的类别对所选文章进行分类。结果表明,人工智能在自动化中的应用,就人的因素,可分为三个领域的物理工效学,认知工效学和组织工效学。物理和认知工效学的主要应用领域包括交通、用户体验和人机交互。

英文摘要:

Artificial intelligence (AI)-based models used to improve different fields including healthcare, and finance. One of the field that receive advantages of AI is automation. However, it is important to consider human factors in application of AI in automation. This paper reports on a systematic review of the published studies used to investigate the application of AI in PM. This comprehensive systematic review used ScienceDirect to identify relevant articles. Of the 422 articles found, 40 met the inclusion and exclusion criteria and were used in the review. Selected articles were classified based on categories of human factors and areas of application. The results indicated that application of AI in automation with respect to human factors could be divided into three areas of physical ergonomics, cognitive ergonomic and organizational ergonomics. The main areas of application in physical and cognitive ergonomics are including transportation, User experience, and human-machine interactions.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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