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International Journal of Information Management 60 (2021) 102383 Available online 8 July 2021 0268-4012/© 2021 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY license ( http://creativecommons. org/licenses/by/4. 0/ ). Review Article Articial intelligence in inormation systems ... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 2The structure othe paper is asollows. First, an introduction to related work on AI in the ISeld is presented. Then the methodology o the systematic literature review is explained, and limitations othe study are acknowledged. Next, state-o-the-art o... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 3by Homann et al. (2019) was primarily concerned with the eects oAI and ML in the context othe radiology value chain, and so had a time span refecting that,ocusing on 2012 to 2018. The review conducted by Borges et al. (2021) ocused more on specic... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 4and RQ3 were used to create rich dataor the synthesis and discussion stages. Additionally, this review also aims to contribute to conducting an IS SLR. Aurther contribution will be that oa study which conducts a SLR: (i) where the complexity and type ... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 5The studies should be published between 2005 and 2020. The studies directly answer one or more othe research questions o this study. The studies should clearly state itsocus on AI/ML or use AI/ML as a large part otheir methodology. For example, publi... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 6questions aims to look at how IS has handled those diculties. However, despite AI and Machine Learning being a large part othe primary studies, many did not provide a denition, or used denitions that were not cited (see Fig. 3 ). Othe 98 primary st... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 7research methods and data collection techniques othe 98 primary studies. Othe 98 primary studies, eight adopted a mixed method approach, thirteen took theorm oa literature review,orty-our used a quantitative method and thirty-one used the qualitati... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 84. 2. 5. RQ 2. 5. What types oAI technologies are used by IS researchers? The aim othis research question is to categorise studies on AI based on the type oAI used in the primary study. It is possible to combine a variety othese types together into a... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 9primary studies, with 69 studies categorised under it. There was less range between the other types, expert systems having 11, machine vision withve and NLP at 6. Robotics was the least common with 3 studies having it as the primaryocus. The studies co... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 10support three business needs: (i) Process Automation, automating business processes, (ii) Cognitive Insight, gaining insight through data analysis, and (iii) Cognitive Engagement, engaging with customers and employees ( Davenport&Ronanki, 2018 ). In thi... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 115. 2. The resurgence oAI in recent years Ourndings show that while there was a lack ostudies in therst decade othe relevant time, there has been a resurgence in recent years. Over halothe primary studies were published in 2019 and 2020. Our ndin... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 12canocus on more important, challenging, and varied work ( Lacity, Willcocks,&Andrew, 2015 ). For the primary studies, this oten took the orm othe authors using someorm oautomated ML data mining. Another example would be P36, a paper which studied ... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 13personal eects these recent advances will have on people, both in the workplace and their everyday lives. Researchers are increasingly using machine learning as a major component otheir methodology when researching various topics, but currently there... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 14Reerences Abubakar, A. M., Behravesh, E., Rezapouraghda, H., & Yildiz, S. B. (2019). Applying articial intelligence technique to predict knowledge hiding behavior. International Journal oInormation Management, 49, 45-57. Agarwal, S., Kumar, S., & Go... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 15Mc Carthy, J. (1988). Mathematical logic in articial intelligence. Dædalus, 117(1), 297-311. Mc Corduck, P. (2004). Machines who think: A personal inquiry into the history and prospects oartifcial intelligence(2nd ed. ). A. K. Peters. Mc Culloch, W. S... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 16P9. Druckenmiller, D. A., & Acar, W. (2009). An agent-based collaborative approach to graphing causal mapsor situationormulation Journal othe Associationor Inormation Systems, 10, 221-251 P10. Markus, M. L. (2017). Datication, organizational strat... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
International Journal of Information Management 60 (2021) 102383 17P74. Mehdiyev, N. &Fettke, P. (2020). Prescriptive Process Analytics with Deep Learning and Explainable Articial Intelligence. ECIS 2020 Research Papers. P75. Han, S., Kelly, E., Nikou, S. &Svee, E.-O. (2020). Refections on Articial Intelligence Align... | Artificial intelligence in information systems research_ A systematic literature review and research agenda - 1-s2.0-S0268401221000761-main.pdf |
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