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Authors: Błazej Zyglarski 1 and Piotr Bała 2

Affiliations: 1 Nicolaus Copernicus University, Poland ; 2 Nicolaus Copernicus University, Toruń and Warsaw University, Poland

ISBN: 978-989-674-013-9

ISSN: 2184-3228

Keyword(s): Keywords extraction.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Intelligent Information Systems ; Knowledge Management and Information Sharing ; Knowledge Management Projects ; Knowledge-Based Systems ; Symbolic Systems ; Tools and Technology for Knowledge Management

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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Paper citation in several formats:
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 ISSN 2184-3228, pages 55-62. DOI: 10.5220/0002298100550062

@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},
issn={2184-3228},
}

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
IS - 2184-3228
AU - Zyglarski, B.
AU - Bała, P.
PY - 2009
SP - 55
EP - 62
DO - 10.5220/0002298100550062

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