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

Błazej Zyglarski; Piotr Bała

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Paper

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

Topics: Intelligent Information Systems; Knowledge Management Projects; Tools and Technology for Knowledge Management

In Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 0IC3K, 55-62, 2009 , Funchal - Madeira, Portugal

Authors: Błazej Zyglarski ¹ and Piotr Bała ²

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

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 (IC3K 2009) - KMIS; ISBN 978-989-674-013-9; ISSN 2184-3228, SciTePress, 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 (IC3K 2009) - KMIS},
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 (IC3K 2009) - KMIS
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
PB - SciTePress