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Considerations for development and use of AI in response to COVID-19.
Int J Inf Manage. 2020 Dec; 55:102170.IJ

Abstract

Artificial intelligence (AI) is playing a key supporting role in the fight against COVID-19 and perhaps will contribute to solutions quicker than we would otherwise achieve in many fields and applications. Since the outbreak of the pandemic, there has been an upsurge in the exploration and use of AI, and other data analytic tools, in a multitude of areas. This paper addresses some of the many considerations for managing the development and deployment of AI applications, including planning; unpredictable, unexpected, or biased results; repurposing; the importance of data; and diversity in AI team membership. We provide implications for research and for practice, according to each of the considerations. Finally we conclude that we need to plan and carefully consider the issues associated with the development and use of AI as we look for quick solutions.

Authors+Show Affiliations

Accounting & Information Systems Department, Villanova School of Business, Villanova University, Villanova, PA, USA.

Pub Type(s)

Journal Article

Language

eng

PubMed ID

32836632

Citation

Sipior, Janice C.. "Considerations for Development and Use of AI in Response to COVID-19." International Journal of Information Management, vol. 55, 2020, p. 102170.
Sipior JC. Considerations for development and use of AI in response to COVID-19. Int J Inf Manage. 2020;55:102170.
Sipior, J. C. (2020). Considerations for development and use of AI in response to COVID-19. International Journal of Information Management, 55, 102170. https://doi.org/10.1016/j.ijinfomgt.2020.102170
Sipior JC. Considerations for Development and Use of AI in Response to COVID-19. Int J Inf Manage. 2020;55:102170. PubMed PMID: 32836632.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Considerations for development and use of AI in response to COVID-19. A1 - Sipior,Janice C, Y1 - 2020/06/09/ PY - 2020/06/04/received PY - 2020/06/05/accepted PY - 2020/8/25/pubmed PY - 2020/8/25/medline PY - 2020/8/25/entrez KW - AI KW - AI applications KW - Artificial intelligence KW - Bias KW - COVID-19 KW - Coronavirus KW - Data KW - Machine learning KW - Repurposed AI KW - Strategy KW - Team diversity SP - 102170 EP - 102170 JF - International journal of information management JO - Int J Inf Manage VL - 55 N2 - Artificial intelligence (AI) is playing a key supporting role in the fight against COVID-19 and perhaps will contribute to solutions quicker than we would otherwise achieve in many fields and applications. Since the outbreak of the pandemic, there has been an upsurge in the exploration and use of AI, and other data analytic tools, in a multitude of areas. This paper addresses some of the many considerations for managing the development and deployment of AI applications, including planning; unpredictable, unexpected, or biased results; repurposing; the importance of data; and diversity in AI team membership. We provide implications for research and for practice, according to each of the considerations. Finally we conclude that we need to plan and carefully consider the issues associated with the development and use of AI as we look for quick solutions. SN - 0268-4012 UR - https://www.unboundmedicine.com/medline/citation/32836632/Considerations_for_development_and_use_of_AI_in_response_to_COVID_19_ L2 - https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/32836632/ DB - PRIME DP - Unbound Medicine ER -
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