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.
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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