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Paper Number
1660
Paper Type
Short
Description
We provide a systematic overview of the interdisciplinary discourse on ethical AI by combining bibliometric and text mining approaches on a corpus of 23,870 ethical AI publications from journals and conference proceedings. In our research in progress, we offer three contributions of interest to IS scholars: First, in our term analyses, we empirically delineate ethical AI and related terms such as responsible or trustworthy AI. Second, we unearth the intellectual structure of the field and identify five thematic clusters, some of which are directly relevant to IS scholars. Third, we identify that IS research on ethical AI should more intensely consider fairness and transparency as well as the link to explainability. Additionally, we suggest that IS scholars contribute towards policymakers’ ethical AI guidelines by contributing their strong expertise in practical applications.
Recommended Citation
Kahdan, Manoj; Hartwich, Nicole Janine; and Salge, Oliver, "Ethical AI Research Untangled: Mapping Interdisciplinary Perspectives for Information Systems Research" (2022). ICIS 2022 Proceedings. 6.
https://aisel.aisnet.org/icis2022/security/security/6
Ethical AI Research Untangled: Mapping Interdisciplinary Perspectives for Information Systems Research
We provide a systematic overview of the interdisciplinary discourse on ethical AI by combining bibliometric and text mining approaches on a corpus of 23,870 ethical AI publications from journals and conference proceedings. In our research in progress, we offer three contributions of interest to IS scholars: First, in our term analyses, we empirically delineate ethical AI and related terms such as responsible or trustworthy AI. Second, we unearth the intellectual structure of the field and identify five thematic clusters, some of which are directly relevant to IS scholars. Third, we identify that IS research on ethical AI should more intensely consider fairness and transparency as well as the link to explainability. Additionally, we suggest that IS scholars contribute towards policymakers’ ethical AI guidelines by contributing their strong expertise in practical applications.
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06-Security