Publication detail

Two-Phase Categorization of Web Documents

BARTÍK, V. BURGET, R.

Original Title

Two-Phase Categorization of Web Documents

Type

article in a collection out of WoS and Scopus

Language

English

Original 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.

Keywords

Web page categorization, visual block classification, term weighting, TF-IDF, page segmentation

Authors

BARTÍK, V.; BURGET, R.

RIV year

2010

Released

1. 11. 2010

Publisher

Institute for Systems and Technologies of Information, Control and Communication

Location

Valencia

ISBN

978-989-8425-28-7

Book

Proceedings of the International Conference on Knowledge Discovery and Information Retrieval

Pages from

458

Pages to

462

Pages count

5

BibTex

@inproceedings{BUT34415,
  author="Vladimír {Bartík} and Radek {Burget}",
  title="Two-Phase Categorization of Web Documents",
  booktitle="Proceedings of the International Conference on Knowledge Discovery and Information Retrieval",
  year="2010",
  pages="458--462",
  publisher="Institute for Systems and Technologies of Information, Control and Communication",
  address="Valencia",
  isbn="978-989-8425-28-7"
}