Please use this identifier to cite or link to this item: https://hdl.handle.net/10419/334753 
Year of Publication: 
2021
Citation: 
[Journal:] Scientific Papers of the University of Pardubice, Series D: Faculty of Economics and Administration [ISSN:] 1804-8048 [Volume:] 29 [Issue:] 3 [Article No.:] 1268 [Year:] 2021 [Pages:] 1-10
Publisher: 
University of Pardubice, Pardubice
Abstract: 
This article aims to explore the main areas of research, development trends and provide a systematic overview of publications in the field of artificial intelligence in financial markets. The bibliometric tool VOSViewer is used in this paper. We analyzed 353 articles and contributions obtained from the database of Web of Science, and summarized our findings as follows: artificial intelligence is becoming increasingly widespread in the field of finance and interdisciplinary interconnection; artificial intelligence tools such as neural networks and fuzzy logic are most often used to predict the development of financial time series, or to create decision models; the most important cited authors in this field are Markowitz and Lebaron. Expert System with Application is the cradle of a significant part of fundamental research in the field of artificial intelligence. By using effective bibliometric methods, we provide comprehensive analysis and in-depth insight into the subject area of research, which allows individuals and especially new beginners interested in this area to obtain valuable information and possible direction of future research. The study is recommended to focus on hybrid models prediction of individual sectors of the financial markets, which are present in the current research on the rise.
Subjects: 
Artificial Intelligence
AI
ANN
Bibliometric Analysis
Financial market
Fuzzy Logic
Neural network
Stock Market
JEL: 
G12
G15
G17
Persistent Identifier of the first edition: 
Creative Commons License: 
cc-by Logo
Document Type: 
Article

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