Transparent Artificial Intelligence and Human Resource Management: A Systematic Literature Review

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dc.contributor.authorVotto, Alexis
dc.contributor.authorLiu, Charles Zhechao
dc.date.accessioned2022-12-27T18:56:44Z
dc.date.available2022-12-27T18:56:44Z
dc.date.issued2023-01-03
dc.description.abstractAs the technological expansion of Artificial Intelligence (AI) penetrates various industries, Human Resource Management has attempted to keep pace with the new capabilities and challenges these technologies have brought. When adopting AI, transparency within HRM decisions is an increasing demand to establish ethical, unbiased, and fair practices within a firm. To this end, explainable AI (XAI) methods have become vital in achieving transparency within HRM decision-making. Thus, there has been a growing interest in exploring successful XAI techniques, as evidenced by the systematic literature review (SLR) performed in this paper. Our SLR starts by revealing where AI exists within HRM. Following this, we review the literature on XAI and accuracy, XAI design, accountability, and data processing initiatives within HRM. The integrated framework we propose provides an avenue to bridge the gap between transparent HRM practices and Artificial Intelligence, providing the industrial and academic community with better insight into where XAI could exist within HRM processes.
dc.format.extent10
dc.identifier.doi10.24251/HICSS.2023.132
dc.identifier.isbn978-0-9981331-6-4
dc.identifier.other8d86c7a6-d89f-46a3-bd7d-b29e8678d186
dc.identifier.urihttps://hdl.handle.net/10125/102762
dc.language.isoeng
dc.relation.ispartofProceedings of the 56th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectExplainable Artificial Intelligence (XAI)
dc.subjectdecision-making
dc.subjectexplainable artificial intelligence
dc.subjecthuman resource management
dc.subjectsystematic literature review
dc.subjecttransparency
dc.titleTransparent Artificial Intelligence and Human Resource Management: A Systematic Literature Review
dc.type.dcmitext
prism.startingpage1075

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