SCIENTIFIC DOCUMENTS MANAGEMENT SYSTEM - Application of Kohonens Neural Networks with Reinforcement in Keywords Extraction

Błazej Zyglarski, Piotr Bała

2009

Abstract

Keywords choice is an important issue during the document analysis. We’ve developed the document management system which performs the keywords-oriented document comparison. In this article we presents our approach to keywords generation, which uses self-organizing Kohonen neural networks with reinforcement. This article shows the relevance of this method to the standard statistical method.

References

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  7. Scientific work cofunded from resources of European Social Fund and Budget within ZPORR (Zintegrowany Program Operacyjny Rozwoju Regionalnego), Operation 2.6 ”Regional Innovation Strategies and knowledge transfer” of Kujawsko-Pomorskie voivodship project ”Scholarship for PhD students 2008/2009 - ZPORR”.
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Paper Citation


in Harvard Style

Zyglarski B. and Bała P. (2009). SCIENTIFIC DOCUMENTS MANAGEMENT SYSTEM - Application of Kohonens Neural Networks with Reinforcement in Keywords Extraction . In Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2009) ISBN 978-989-674-013-9, pages 55-62. DOI: 10.5220/0002298100550062


in Bibtex Style

@conference{kmis09,
author={Błazej Zyglarski and Piotr Bała},
title={SCIENTIFIC DOCUMENTS MANAGEMENT SYSTEM - Application of Kohonens Neural Networks with Reinforcement in Keywords Extraction},
booktitle={Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2009)},
year={2009},
pages={55-62},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002298100550062},
isbn={978-989-674-013-9},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2009)
TI - SCIENTIFIC DOCUMENTS MANAGEMENT SYSTEM - Application of Kohonens Neural Networks with Reinforcement in Keywords Extraction
SN - 978-989-674-013-9
AU - Zyglarski B.
AU - Bała P.
PY - 2009
SP - 55
EP - 62
DO - 10.5220/0002298100550062