Detail výsledku

Two-Phase Categorization of Web Documents

BARTÍK, V.; BURGET, R. Two-Phase Categorization of Web Documents. Proceedings of the International Conference on Knowledge Discovery and Information Retrieval. Valencia: Institute for Systems and Technologies of Information, Control and Communication, 2010. p. 458-462. ISBN: 978-989-8425-28-7.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Bartík Vladimír, Ing., Ph.D., UIFS (FIT)
Burget Radek, doc. Ing., Ph.D., UIFS (FIT)
Abstrakt

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.

Klíčová slova

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

Rok
2010
Strany
458–462
Sborník
Proceedings of the International Conference on Knowledge Discovery and Information Retrieval
Konference
International Conference on Knowledge Discovery and Information Retrieval
ISBN
978-989-8425-28-7
Vydavatel
Institute for Systems and Technologies of Information, Control and Communication
Místo
Valencia
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"
}
Projekty
Rozpoznávání a prezentace informací z multimediálních dat, VUT, Vnitřní projekty VUT, FIT-S-10-2, 2010, zahájení: 2010-04-01, ukončení: 2010-12-31, ukončen
Výzkum informačních technologií z hlediska bezpečnosti, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, zahájení: 2007-01-01, ukončení: 2013-12-31, řešení
Výzkumné skupiny
Výzkumná skupina informačních a databázových systémů (VZ IS)
Pracoviště
Ústav informačních systémů (UIFS)
Nahoru