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.
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 -