AUTOMATIC IDENTIFICATION OF SPECIFIC WEB DOCUMENTS BY USING CENTROID TECHNIQUE

Udomsit Sukakanya; Kriengkrai Porkaew

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Paper

AUTOMATIC IDENTIFICATION OF SPECIFIC WEB DOCUMENTS BY USING CENTROID TECHNIQUE

Topics: Web Mining

In Proceedings of the First International Conference on Web Information Systems and Technologies WEBIST - Volume 1, 333-338, 2005 , Miami, United States

Authors: Udomsit Sukakanya and Kriengkrai Porkaew

Affiliation: School of Information Technology, King Mongkut's University of Technology, Thailand

Keyword(s): Search, Web Mining, Centroid, Identification, Classification

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

Abstract: In order to reduce time to find specific information from high volume of information on the Web, this paper proposes the implementation of an automatic identification of specific Web documents by using centroid technique. The Initial training sets in this experiment are 4113 Thai e-Commerce Web documents. After training process, the system gets a Centroid e-Commerce vector. In order to evaluate the system, six test sets were taken under consideration. In each test set has 100 Web pages both known e-Commerce and non e-Commerce Web pages. The average system performance is about 90%.

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Paper citation in several formats:

Sukakanya, U. and Porkaew, K. (2005). AUTOMATIC IDENTIFICATION OF SPECIFIC WEB DOCUMENTS BY USING CENTROID TECHNIQUE. In Proceedings of the First International Conference on Web Information Systems and Technologies - WEBIST; ISBN 972-8865-20-1; ISSN 2184-3252, SciTePress, pages 333-338. DOI: 10.5220/0001234903330338

@conference{webist05,
author={Udomsit Sukakanya. and Kriengkrai Porkaew.},
title={AUTOMATIC IDENTIFICATION OF SPECIFIC WEB DOCUMENTS BY USING CENTROID TECHNIQUE},
booktitle={Proceedings of the First International Conference on Web Information Systems and Technologies - WEBIST},
year={2005},
pages={333-338},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001234903330338},
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 - AUTOMATIC IDENTIFICATION OF SPECIFIC WEB DOCUMENTS BY USING CENTROID TECHNIQUE
SN - 972-8865-20-1
IS - 2184-3252
AU - Sukakanya, U.
AU - Porkaew, K.
PY - 2005
SP - 333
EP - 338
DO - 10.5220/0001234903330338
PB - SciTePress