Publication detail

A Bibliometric Analysis of Artificial Intelligence Technique in Financial Market

JANKOVÁ, Z.

Original Title

A Bibliometric Analysis of Artificial Intelligence Technique in Financial Market

Type

journal article in Web of Science

Language

English

Original 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 analysed 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.

Keywords

Artificial Intelligence; AI; ANN; Bibliometric Analysis; Financial market; Fuzzy Logic; Neural network; Stock Market

Authors

JANKOVÁ, Z.

Released

15. 9. 2021

Publisher

Univ Pardubice, Fac Economics Adm

Location

Pardubice

ISBN

1804-8048

Periodical

Scientific Papers of the University of Pardubice, Series D

Year of study

29

Number

3

State

Czech Republic

Pages from

1

Pages to

10

Pages count

10

URL

https://editorial.upce.cz/1804-8048/29/3/1268

Full text in the Digital Library

http://hdl.handle.net/11012/201629

BibTex

@article{BUT172489,
  author="Zuzana {Janková}",
  title="A Bibliometric Analysis of Artificial Intelligence Technique in Financial Market",
  journal="Scientific Papers of the University of Pardubice, Series D",
  year="2021",
  volume="29",
  number="3",
  pages="1--10",
  doi="10.46585/sp29031268",
  issn="1804-8048",
  url="https://editorial.upce.cz/1804-8048/29/3/1268"
}