工作场所的人工智能:行业技能转型系统回顾

IF 3 Q2 MANAGEMENT
Leili Babashahi, Carlos Eduardo Barbosa, Yuri Lima, Alan Lyra, Herbert Salazar, Matheus Argôlo, Marcos Antonio de Almeida, Jano Moreira de Souza
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引用次数: 0

摘要

人工智能应用简化了工作流程,实现了任务自动化,并要求采取适应性策略,以便有效整合到业务流程中。本研究探讨了人工智能(AI)对软件工程、自动化、教育、会计、采矿、法律服务和媒体等各行各业的变革性影响。我们调查技术进步与就业市场之间的关系,以确定个人和组织在实施和管理人工智能系统以及实际和未来工作所需的人机交互方面的相关技能。我们重点关注个人和组织在这个时代蓬勃发展的基本适应性。为了缩小人工智能驱动的需求与劳动力现有能力之间的差距,我们采用了快速审查方法来探索人工智能在企业中的整合,确定关键技能组合,分析挑战,并提出这个动态时代的解决方案。我们搜索了 Scopus 数据库,共筛选出 39 篇文章,并从中挑选出 20 篇文章进行此次系统性综述。纳入标准主要针对 2020 年或之后用英语撰写的会议论文和期刊文章。所选文章就人工智能对教育、商业、医疗保健、机器人技术、制造业和自动化等不同领域的影响提供了有价值的见解,并就不断发展的专业知识领域提供了视角。研究结果强调了技术熟练程度和适应能力等关键技能组合对成功采用人工智能的重要性。企业通过实施持续的技能调整和道德技术来应对挑战,从而做出战略性回应。本文最后强调,要有效驾驭人工智能对劳动力的深远影响,必须进行均衡的技能发展、积极的教育和战略整合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AI in the Workplace: A Systematic Review of Skill Transformation in the Industry
AI applications streamline workflows, automate tasks, and require adaptive strategies for effective integration into business processes. This research explores the transformative influence of Artificial Intelligence (AI) on various industries, such as software engineering, automation, education, accounting, mining, legal services, and media. We investigate the relationship between technological advancements and the job market to identify relevant skills for individuals and organizations for implementing and managing AI systems and human–machine interactions necessary for actual and future jobs. We focus on the essential adaptations for individuals and organizations to flourish in this era. To bridge the gap between AI-driven demands and the existing capabilities of the workforce, we employ the Rapid Review methodology to explore the integration of AI in businesses, identify crucial skill sets, analyze challenges, and propose solutions in this dynamic age. We searched the Scopus database, screening a total of 39 articles, of which we selected 20 articles for this systematic review. The inclusion criteria focused on conference papers and journal articles from 2020 or later and written in English. The selected articles offer valuable insights into the impact of AI on education, business, healthcare, robotics, manufacturing, and automation across diverse sectors, as well as providing perspectives on the evolving landscape of expertise. The findings underscore the importance of crucial skill sets, such as technical proficiency and adaptability, to successfully adopt AI. Businesses respond strategically by implementing continuous skill adaptation and ethical technology to address challenges. The paper concludes by emphasizing the imperative of balanced skill development, proactive education, and strategic integration to navigate the profound impact of AI on the workforce effectively.
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来源期刊
CiteScore
4.80
自引率
10.00%
发文量
151
审稿时长
11 weeks
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