Artificial intelligence and the conduct of literature reviews
Resource type
Journal Article
Authors/contributors
- Wagner, Gerit (Author)
- Lukyanenko, Roman (Author)
- Paré, Guy (Author)
Title
Artificial intelligence and the conduct of literature reviews
Abstract
Artificial intelligence (AI) is beginning to transform traditional research practices in many areas. In this context, literature reviews stand out because they operate on large and rapidly growing volumes of documents, that is, partially structured (meta)data, and pervade almost every type of paper published in information systems research or related social science disciplines. To familiarize researchers with some of the recent trends in this area, we outline how AI can expedite individual steps of the literature review process. Considering that the use of AI in this context is in an early stage of development, we propose a comprehensive research agenda for AI-based literature reviews (AILRs) in our field. With this agenda, we would like to encourage design science research and a broader constructive discourse on shaping the future of AILRs in research.
Publication
Journal of Information Technology
Volume
37
Issue
2
Pages
209-226
Date
2022-06-01
ISSN
0268-3962
Accessed
28/11/2023, 12:33
Library Catalogue
SAGE Journals
Extra
Publisher: SAGE Publications Ltd
Citation
Wagner, G., Lukyanenko, R., & Paré, G. (2022). Artificial intelligence and the conduct of literature reviews. Journal of Information Technology, 37(2), 209–226. https://doi.org/10.1177/02683962211048201
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