Detail publikace

A Bibliometric Analysis of Artificial Intelligence Technique in Financial Market

JANKOVÁ, Z.

Originální název

A Bibliometric Analysis of Artificial Intelligence Technique in Financial Market

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

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

Autoři

JANKOVÁ, Z.

Vydáno

15. 9. 2021

Nakladatel

Univ Pardubice, Fac Economics Adm

Místo

Pardubice

ISSN

1804-8048

Periodikum

Scientific Papers of the University of Pardubice, Series D

Ročník

29

Číslo

3

Stát

Česká republika

Strany od

1

Strany do

10

Strany počet

10

URL

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

Plný text v Digitální knihovně

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"
}