Text analysis system for measuring the influence of news articles on intraday price changes in financial markets

Keiichi Goshima, Hiroshi Takahashi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

This study constructs a text analysis system for analyzing financial markets. This system enables us to investigate the influence of news article on intraday price changes. In this study, we examine the automobile companies in Japan to analyze the relationship between news articles and stock price reactions. As a result of empirical analyses, we confirmed that stock prices reflect news information in a timely manner. These results are suggestive from both academic and practical view points. More detailed analyses are planned for the future.

Original languageEnglish
Title of host publicationAgent and Multi-Agent Systems
Subtitle of host publicationTechnology and Applications - 10th KES International Conference, KES-AMSTA 2016, Proceedings
EditorsGordan Jezic, Lakhmi C. Jain, Yun-Heh Jessica Chen-Burger, Robert J. Howlett, Lakhmi C. Jain, Lakhmi C. Jain
PublisherSpringer Science and Business Media Deutschland GmbH
Pages341-348
Number of pages8
ISBN (Print)9783319398822
DOIs
Publication statusPublished - 2016 Jan 1
Externally publishedYes
Event10th KES International Conference on Agent and Multi-Agent Systems: Technology and Applications, KES-AMSTA 2016 - Puerto de la Cruz, Tenerife, Spain
Duration: 2016 Jun 152016 Jun 17

Publication series

NameSmart Innovation, Systems and Technologies
Volume58
ISSN (Print)2190-3018
ISSN (Electronic)2190-3026

Other

Other10th KES International Conference on Agent and Multi-Agent Systems: Technology and Applications, KES-AMSTA 2016
CountrySpain
CityPuerto de la Cruz, Tenerife
Period16/6/1516/6/17

Fingerprint

Automobiles
Industry
Financial markets
Text analysis
Price changes
News
Japan
Stock prices
Stock price reaction
Automobile

Keywords

  • Asset management business
  • Asset pricing
  • Finance
  • Market micro structure
  • Natural language processing
  • Text mining

ASJC Scopus subject areas

  • Decision Sciences(all)
  • Computer Science(all)

Cite this

Goshima, K., & Takahashi, H. (2016). Text analysis system for measuring the influence of news articles on intraday price changes in financial markets. In G. Jezic, L. C. Jain, Y-H. J. Chen-Burger, R. J. Howlett, L. C. Jain, & L. C. Jain (Eds.), Agent and Multi-Agent Systems: Technology and Applications - 10th KES International Conference, KES-AMSTA 2016, Proceedings (pp. 341-348). (Smart Innovation, Systems and Technologies; Vol. 58). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-319-39883-9_28

Text analysis system for measuring the influence of news articles on intraday price changes in financial markets. / Goshima, Keiichi; Takahashi, Hiroshi.

Agent and Multi-Agent Systems: Technology and Applications - 10th KES International Conference, KES-AMSTA 2016, Proceedings. ed. / Gordan Jezic; Lakhmi C. Jain; Yun-Heh Jessica Chen-Burger; Robert J. Howlett; Lakhmi C. Jain; Lakhmi C. Jain. Springer Science and Business Media Deutschland GmbH, 2016. p. 341-348 (Smart Innovation, Systems and Technologies; Vol. 58).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Goshima, K & Takahashi, H 2016, Text analysis system for measuring the influence of news articles on intraday price changes in financial markets. in G Jezic, LC Jain, Y-HJ Chen-Burger, RJ Howlett, LC Jain & LC Jain (eds), Agent and Multi-Agent Systems: Technology and Applications - 10th KES International Conference, KES-AMSTA 2016, Proceedings. Smart Innovation, Systems and Technologies, vol. 58, Springer Science and Business Media Deutschland GmbH, pp. 341-348, 10th KES International Conference on Agent and Multi-Agent Systems: Technology and Applications, KES-AMSTA 2016, Puerto de la Cruz, Tenerife, Spain, 16/6/15. https://doi.org/10.1007/978-3-319-39883-9_28
Goshima K, Takahashi H. Text analysis system for measuring the influence of news articles on intraday price changes in financial markets. In Jezic G, Jain LC, Chen-Burger Y-HJ, Howlett RJ, Jain LC, Jain LC, editors, Agent and Multi-Agent Systems: Technology and Applications - 10th KES International Conference, KES-AMSTA 2016, Proceedings. Springer Science and Business Media Deutschland GmbH. 2016. p. 341-348. (Smart Innovation, Systems and Technologies). https://doi.org/10.1007/978-3-319-39883-9_28
Goshima, Keiichi ; Takahashi, Hiroshi. / Text analysis system for measuring the influence of news articles on intraday price changes in financial markets. Agent and Multi-Agent Systems: Technology and Applications - 10th KES International Conference, KES-AMSTA 2016, Proceedings. editor / Gordan Jezic ; Lakhmi C. Jain ; Yun-Heh Jessica Chen-Burger ; Robert J. Howlett ; Lakhmi C. Jain ; Lakhmi C. Jain. Springer Science and Business Media Deutschland GmbH, 2016. pp. 341-348 (Smart Innovation, Systems and Technologies).
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