How does AI fit into the Management of Human Resources?

Gurleen Kaur, Rashmi Gujrati, Hayri Uygun
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引用次数: 10

Abstract

Objective: This study aims to comprehend the current state of integration between artificial intelligence (AI) and the human resources (HR) sector. Specifically, it investigates the implementation of AI in HR, explores the challenges associated with this integration, and examines potential hazards related to data usage, AI's perceived gimmickry, and algorithmic governance. Method: Employing a descriptive research design, this study relies on secondary data as no primary research was conducted. Information was collected from research papers, books, websites, blogs on human resources, and survey reports released by various research groups. Results: The analysis reveals that AI's adoption in the HR sector is still in its early stages despite significant advancements made by start-ups. Challenges stem from various factors, including data complexities, the risk of AI being seen as a mere gimmick, and concerns about algorithmic governance. The multifaceted nature of AI introduces diverse approaches and applications, from algorithms to deep learning and natural language processing. The study also differentiates between strong AI (general intelligence) and weak AI (problem-specific intelligence). The study emphasizes that HR is a pivotal element of any business, directly impacting employee well-being, communication, and productivity. The integration of AI has brought notable improvements by automating low-value HR tasks, freeing resources for strategic work. AI's capacity to analyze vast data volumes rapidly promises enhanced employee experiences across talent management and recruitment. Conclusions: In conclusion, AI's integration into the HR sector is still evolving, with both promise and challenges. The study underscores the need for addressing the complexities of data utilization, avoiding AI's reduction to mere gimmickry, and establishing responsible algorithmic governance. By understanding the nuances of AI integration in HR, organizations can leverage its potential to enhance productivity, communication, and employee experiences.
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人工智能如何融入人力资源管理?
目的:本研究旨在了解人工智能(AI)与人力资源(HR)部门整合的现状。具体来说,它调查了人工智能在人力资源中的实施,探讨了与这种整合相关的挑战,并研究了与数据使用、人工智能的感知噱头和算法治理相关的潜在危险。方法:采用描述性研究设计,本研究依赖于二手数据,因为没有进行初步研究。信息收集自研究论文、书籍、网站、人力资源博客以及各研究小组发布的调查报告。结果:分析显示,尽管初创企业取得了重大进展,但人工智能在人力资源领域的应用仍处于早期阶段。挑战来自各种因素,包括数据复杂性、人工智能被视为噱头的风险,以及对算法治理的担忧。人工智能的多面性引入了不同的方法和应用,从算法到深度学习和自然语言处理。该研究还区分了强人工智能(一般智能)和弱人工智能(特定问题智能)。该研究强调,人力资源是任何企业的关键要素,直接影响员工的幸福感、沟通和生产力。人工智能的集成通过自动化低价值的人力资源任务带来了显着的改进,为战略工作腾出了资源。人工智能快速分析海量数据的能力有望在人才管理和招聘方面改善员工体验。结论:总而言之,人工智能与人力资源部门的融合仍在不断发展,既有希望也有挑战。该研究强调需要解决数据利用的复杂性,避免人工智能沦为纯粹的噱头,并建立负责任的算法治理。通过了解人工智能在人力资源集成中的细微差别,组织可以利用其潜力来提高生产力、沟通和员工体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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