TWO-PHASE CATEGORIZATION OF WEB DOCUMENTS

Vladimir Bartik, Radek Burget

2010

Abstract

The number of pages on the World Wide Web is permanently growing and there is a need to process pages efficiently and obtain some useful knowledge from them. Web page categorization is a very important issue in this area. The method proposed here takes both visual and textual information into consideration. It consists of two phases. In the first phase, web page areas obtained by segmentation are classified based on their visual properties, and in the second phase, pages are classified, based on information from the first phase and textual information. Several experiments with web pages taken from news web sites are presented in the final part of the paper.

Paper Citation

in Harvard Style

Bartik V. and Burget R. (2010). TWO-PHASE CATEGORIZATION OF WEB DOCUMENTS . In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2010) ISBN 978-989-8425-28-7, pages 458-462. DOI: 10.5220/0003096204580462

in Bibtex Style

@conference{kdir10,
author={Vladimir Bartik and Radek Burget},
title={TWO-PHASE CATEGORIZATION OF WEB DOCUMENTS},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2010)},
year={2010},
pages={458-462},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003096204580462},
isbn={978-989-8425-28-7},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2010)
TI - TWO-PHASE CATEGORIZATION OF WEB DOCUMENTS
SN - 978-989-8425-28-7
AU - Bartik V.
AU - Burget R.
PY - 2010
SP - 458
EP - 462
DO - 10.5220/0003096204580462