人工智能可用性和感知风险对人工智能采用和组织价值的作用

Maryam Alzaabi, Ahmed Shuhaiber
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引用次数: 4

摘要

人工智能(AI)是各种机器对人类智能的模拟,这些机器被编程为像人类一样思考。人工智能可以有多种形式,如自然语言处理(NLP)、专家系统、无监督学习、内容提取、问题回答、图像识别、机器视觉、语音到文本和机器翻译,以及机器人技术。尽管人工智能技术潜力巨大,但人们对其在全球范围内的应用情况知之甚少,尤其是在阿拉伯世界和中东地区。因此,本研究旨在调查人工智能技术的可用性和相关感知风险对人工智能在组织中的采用及其感知的组织价值的关系和影响,并考虑两个中介变量:人工智能取代人类和人工智能创造就业机会,在一个阿拉伯和海湾国家,阿联酋。通过回顾文献并描述阿联酋可用的人工智能应用和服务,提出了一个研究模型,并在150名熟悉组织人工智能技术的员工样本上进行了定量测试。结果显示,人工智能技术的可用性显著影响了组织在阿联酋采用这些技术的决定。此外,人工智能应用程序越多,人工智能就越会在工作岗位和机会上取代人类。另一方面,感知到的安全、隐私和技术风险可以显著影响组织采用人工智能技术的意图,并且令人惊讶的是,可以有助于创造新的就业机会,为人类积极服务。本研究总结了一些启示、局限性和未来的发展方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Role of The AI Availability and Perceived Risks on AI Adoption and Organizational Values
Artificial intelligence (AI) is the simulation of human intelligence in various machines which are programmed to think like humans. AI could have many forms, such as Natural language Processing (NLP), expert systems, unsupervised learning, content extraction, question answering, image recognition, machine vision, speech to text and machine translation, and Robotics. Despite the potential of AI technologies, little is known about their adoption by organizations worldwide, and especially in the Arab World and the Middle East. Thus, this research intends to investigate the relationships and the impact of the availability of AI technologies and the associated perceived risks on AI adoption in organizations and its perceived organizational values, and also considering two mediating variables: AI replacing humans and AI creating jobs, in one Arab and Gulf country, the UAE. By reviewing the literature and describing the AI applications and services available in UAE, a research model was proposed and tested quantitatively on a sample of 150 employees who are familiar with organizational AI technologies. The results revealed that the availability of AI technologies significantly impacts organizations’ decisions to adopt those technologies in the UAE. In addition, the more the AI applications are available, the more the AI will be replacing humans in job positions and opportunities. On the other hand, perceived security, privacy, and technical risks can significantly influence organizations’ intentions to adopt AI technologies, and can, surprisingly, contribute to creating new job opportunities which serve the human side positively. The research concludes with some implications, limitations, and future directions.
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