CLASSIFICATION OF MARKET NEWS AND PREDICTION OF MARKET TRENDS

P. Kroha; R. Nienhold

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Paper

CLASSIFICATION OF MARKET NEWS AND PREDICTION OF MARKET TRENDS

Topics: Datamining; Industrial Applications of Artificial Intelligence; Strategic Decision Support Systems

In Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS, 187-192, 2010 , Funchal, Madeira, Portugal

Authors: P. Kroha and R. Nienhold

Affiliation: University of Technology, Germany

Keyword(s): Text classification, Stock exchange news, Market trends.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Industrial Applications of Artificial Intelligence ; Sensor Networks ; Signal Processing ; Soft Computing ; Strategic Decision Support Systems

Abstract: In this contribution we present our results concerning the influence of news on market trends. We processed stock news with a grammar-driven classification. We found some potentialities of market trend prediction and present promising experimental results. As a main result we present the fact that there are two points (altogether only two) representing the minimum of good news/bad news relation for two long-term trends breaking points (altogether only two) during the last 10 years and that both of these points representing news appear in both cases about six months before the long-term trend of markets changed.

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Paper citation in several formats:

Kroha, P. and Nienhold, R. (2010). CLASSIFICATION OF MARKET NEWS AND PREDICTION OF MARKET TRENDS. In Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS; ISBN 978-989-8425-05-8; ISSN 2184-4992, SciTePress, pages 187-192. DOI: 10.5220/0002867301870192

@conference{iceis10,
author={P. Kroha. and R. Nienhold.},
title={CLASSIFICATION OF MARKET NEWS AND PREDICTION OF MARKET TRENDS},
booktitle={Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS},
year={2010},
pages={187-192},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002867301870192},
isbn={978-989-8425-05-8},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS
TI - CLASSIFICATION OF MARKET NEWS AND PREDICTION OF MARKET TRENDS
SN - 978-989-8425-05-8
IS - 2184-4992
AU - Kroha, P.
AU - Nienhold, R.
PY - 2010
SP - 187
EP - 192
DO - 10.5220/0002867301870192
PB - SciTePress