Applications and development of artificial intelligence system from the perspective of system science
A bibliometric review
Bibliographic Data
| ID | 21652145 |
|---|---|
| Authors | Hong Jiang (0000-0002-9299-5484, School of Business and Management Jilin University Changchun China), Jinlong Gai (0000-0003-1039-9345, School of Business and Management Jilin University Changchun China), Shukuan Zhao (School of Business and Management Jilin University Changchun China, corresponding author), Peggy E Chaudhry (0000-0002-9833-0395, Villanova School of Business Villanova University Villanova Pennsylvania USA), Sohail S Chaudhry (0000-0002-6688-3884, Villanova School of Business Villanova University Villanova Pennsylvania USA) |
| Year | 2022 |
| Volume | 39 |
| Issue | 3 |
| Pages | 361-378 |
| Publication date | 2022-05-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Systems Research and Behavioral Science (JOURNAL) |
| Journal identifiers | ISSN: 1092-7026 • E-ISSN: 1099-1743 |
| Publisher | Wiley (PUBLISHER • GB) |
| DOI | 10.1002/sres.2865 |
| OpenAlex | W4281770712 |
| Language | EN |
| Citations received | 4 |
| References cited | 105 |
With the rapid development of big data, 6G, Internet of Things (IoT) and other information and communication technologies (ICTs), artificial intelligence (AI) has ushered in new opportunities for more advancements. AI systems are changing the survival and development of human society. This study focuses on the research and application of AI systems within the scientific framework of systems thinking. From scientometrics, this study adopts cocitation analysis and keywords co‐occurrence analysis to sort existing applications of AI system to research network and research overview while giving the current research hotspots of AI system application research. Concurrently, the development trend and direction of AI systems are analysed, and the opportunities and challenges faced are put forward, which lays a foundation for system research in the field of AI systems
Big data · Data mining · Data science · Knowledge management · Scientometrics · World Wide Web · Big Data and Business Intelligence · Computer Science · Digital Transformation in Industry · Explainable Artificial Intelligence (XAI · Artificial Intelligence
Learning representations by back-propagating errors
Field-normalized citation impact indicators and the choice of an appropriate counting method
The perceptron
Support-Vector Networks
Gradient-based learning applied to document recognition
A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
Visualizing Bibliometric Networks
Constructing bibliometric networks
A Fast Learning Algorithm for Deep Belief Nets
Co‐citation in the scientific literature
Bagging predictors
Long Short-Term Memory
Random Forests
Deep learning
Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review
Drilling down the viable system theories in business, management and accounting
The Implementation of Industry 4.0 – A Systematic Literature Review of the Key Factors
Taxonomy of Industry 4.0 research
Special issue on system research on artificial intelligence
Software survey
| Citations per year | 1 |
|---|---|
| Citation span | 2022 - 2026 (5) |
| Highly cited | No |