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Authors: Carsten Felden and Peter Chamoni

Affiliation: Institute of Logistics and Information Management,University of Duisburg-Essen, Germany

Keyword(s): Active Data Warehouse, Classification, Text Mining

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Searching and Browsing ; Soft Computing ; Symbolic Systems ; Web Information Systems and Technologies ; Web Interfaces and Applications ; Web Mining

Abstract: Decision makers in enterprises cannot handle information flooding without serious problems. A market data information system (MAIS), which is the foundation of a decision support system for German energy trading, uses search and filter components to provide decision-relevant information from Web-documents for enterprises. The already implemented filter component in form of a Multilayer Perceptron has to be benchmarked against different existing algorithms to enhance the classification of text documents. An evaluation environment with appropriate algorithms is developed for this purpose. Also a set of test data is provided and a tool selection is shown which implement different text mining algorithms for classification. The benchmark results will be shown in the paper.

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Paper citation in several formats:
Felden, C. and Chamoni, P. (2005). EVALUATION OF TEXT CLASSIFICATION ALGORITHMS - for a Web-based Market Data Warehouse. In Proceedings of the First International Conference on Web Information Systems and Technologies - WEBIST; ISBN 972-8865-20-1; ISSN 2184-3252, SciTePress, pages 359-362. DOI: 10.5220/0001233903590362

@conference{webist05,
author={Carsten Felden. and Peter Chamoni.},
title={EVALUATION OF TEXT CLASSIFICATION ALGORITHMS - for a Web-based Market Data Warehouse},
booktitle={Proceedings of the First International Conference on Web Information Systems and Technologies - WEBIST},
year={2005},
pages={359-362},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001233903590362},
isbn={972-8865-20-1},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the First International Conference on Web Information Systems and Technologies - WEBIST
TI - EVALUATION OF TEXT CLASSIFICATION ALGORITHMS - for a Web-based Market Data Warehouse
SN - 972-8865-20-1
IS - 2184-3252
AU - Felden, C.
AU - Chamoni, P.
PY - 2005
SP - 359
EP - 362
DO - 10.5220/0001233903590362
PB - SciTePress

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