Artificial intelligence in information systems research: A systematic literature review and research agenda

被引:322
作者
Collins, Christopher [1 ]
Dennehy, Denis [1 ]
Conboy, Kieran [1 ]
Mikalef, Patrick [2 ]
机构
[1] NUI Galway, Upper Newcastle Rd, Galway, Ireland
[2] Norwegian Univ Sci & Technol, Hogskoleringen 1, N-7491 Trondheim, Norway
关键词
Artificial intelligence; AI; Machine learning; Systematic literature review; Research agenda; MACHINE LEARNING APPROACH; BIG DATA; SOFTWARE-DEVELOPMENT; OPPORTUNITIES; PERSPECTIVES; PERFORMANCE; EVOLUTION; COMPUTER; QUALITY; TRENDS;
D O I
10.1016/j.ijinfomgt.2021.102383
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
AI has received increased attention from the information systems (IS) research community in recent years. There is, however, a growing concern that research on AI could experience a lack of cumulative building of knowledge, which has overshadowed IS research previously. This study addresses this concern, by conducting a systematic literature review of AI research in IS between 2005 and 2020. The search strategy resulted in 1877 studies, of which 98 were identified as primary studies and a synthesise of key themes that are pertinent to this study is presented. In doing so, this study makes important contributions, namely (i) an identification of the current reported business value and contributions of AI, (ii) research and practical implications on the use of AI and (iii) opportunities for future AI research in the form of a research agenda.
引用
收藏
页数:17
相关论文
共 212 条
[1]   Applying artificial intelligence technique to predict knowledge hiding behavior [J].
Abubakar, A. Mohammed ;
Behravesh, Elaheh ;
Rezapouraghdam, Hamed ;
Yildiz, Selim Baha .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2019, 49 :45-57
[2]  
Afiouni R., 2019, ICIS 2019 P
[3]   Stock market response to information diffusion through internet sources: A literature review [J].
Agarwal, Shweta ;
Kumar, Shailendra ;
Goel, Utkarsh .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2019, 45 :118-131
[4]   Partners of humans: a realistic assessment of the role of robots in the foreseeable future [J].
Aleksander, Igor .
JOURNAL OF INFORMATION TECHNOLOGY, 2017, 32 (01) :1-9
[5]   Cloud computing-enabled healthcare opportunities, issues, and applications: A systematic review [J].
Ali, Omar ;
Shrestha, Anup ;
Soar, Jeffrey ;
Wamba, Samuel Fosso .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2018, 43 :146-158
[6]  
Allen JF, 1998, AI MAG, V19, P13
[7]  
[Anonymous], 2016, Artificial Intelligence: Opportunities and Implications for the Future of Decision Making
[8]  
[Anonymous], 2004, PROCEDURES PERFORMIN
[9]  
[Anonymous], The Economist, P23
[10]  
[Anonymous], 2017, ARXIV