Stock price prediction using financial news articles

@article{Kaya2010StockPP,
  title={Stock price prediction using financial news articles},
  author={M. I. Yasef Kaya and M. Elif Karsligil},
  journal={2010 2nd IEEE International Conference on Information and Financial Engineering},
  year={2010},
  pages={478-482}
}
Stock price prediction is one of the most important issues to be investigated in academic and financial researches. Data mining techniques are frequently involved in the studies aimed to achieve this problem. In this paper we investigate predicting stock prices using financial news articles. A prediction model, finding and analyzing correlation between contents of news articles and stock prices and then making predictions for future prices, was developed. We retrieve financial news articles… CONTINUE READING
Highly Cited
This paper has 20 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.

Citations

Publications citing this paper.
Showing 1-10 of 15 extracted citations

Stock market random forest-text mining system mining critical indicators of stock market movements

2018 2nd International Conference on Natural Language and Speech Processing (ICNLSP) • 2018
View 2 Excerpts

Entropy based measure sentiment analysis in the financial market

2017 IEEE Symposium Series on Computational Intelligence (SSCI) • 2017
View 2 Excerpts

Improvement methods for stock market prediction using financial news articles

2016 3rd National Foundation for Science and Technology Development Conference on Information and Computer Science (NICS) • 2016
View 3 Excerpts

An Extreme Firm-Specific News Sentiment Asymmetry Based Trading Strategy

2015 IEEE Symposium Series on Computational Intelligence • 2015
View 1 Excerpt

Directional Prediction of Stock Prices Using Breaking News on Twitter

2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) • 2015
View 3 Excerpts

Predicting exchange rates with sentiment indicators: An empirical evaluation using text mining and multilayer perceptrons

2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) • 2014
View 1 Excerpt

References

Publications referenced by this paper.
Showing 1-10 of 11 references

Predicting the trend of Taiwan Weighted Stock Index with text mining techniques

Y.-C. Wu
Department of Information Management, National Central University, Taiwan, 2007. • 2007
View 1 Excerpt

Stock trend prediction using news articles: a text mining apporach

P. Falinouss
Lulea University of Technology, Department of Business Administration and Social Sciences, 2007. • 2007
View 2 Excerpts

Classification of stock exchange news

P. Kroha, R. Baeza-Yates
January 2004. • 2004
View 1 Excerpt

Forecasting Intraday stock price trends with text mining techniques

37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the • 2004
View 2 Excerpts

Good news or bad news? tet the market decide

M. Koppel, I. Shtrimberg
AAAI Spring Symposium on Exploring Attitude and Affect in Text: Theories and Applications, 2004. • 2004
View 1 Excerpt

Using News Articles to Predict Stock Price Movements

Győző Gidófalvi
2001
View 1 Excerpt

Similar Papers

Loading similar papers…