Efficient machine learning technique for Web page classification

S Markkandeyan, M Indra Devi - Arabian Journal for Science and …, 2015 - Springer
Web page classification plays a major role in information management and retrieval task.
Feature selection is an important process for accurate classification of Web pages. Web …

[引用][C] Web page classification in web mining research-A survey

E Suganya, DS Vijayarani - Int J Innov Res Sci Eng Technol, 2017

Automatic web page categorizationusing text classication methods

T Eriksson - 2013 - diva-portal.org
Over the last few years, the Web has virtually exploded with an enormous amount of web
pages of different types of content. With the current size of Web, it has become cumbersome …

[PDF][PDF] Web page classification based on document structure

AP Asirvatham, KK Ravi, A Prakash - IEEE National …, 2001 - users.softlab.ntua.gr
The web is a huge repository of information and there is a need for categorizing web
documents to facilitate the search and retrieval of pages. Existing algorithms rely solely on …

A web page classification system based on a genetic algorithm using tagged-terms as features

SA Özel - Expert Systems with Applications, 2011 - Elsevier
The incredible increase in the amount of information on the World Wide Web has caused the
birth of topic specific crawling of the Web. During a focused crawling process, an automatic …

[PDF][PDF] A design of an automatic web page classification system

T Mahmoud, T Abd-El-Hafeez… - British Journal of Applied …, 2016 - academia.edu
ABSTRACT Web Page Classification is one of the common problems of the today's Internet.
In this paper, an automatic Web page classification system is introduced. The proposed …

CALA: An unsupervised URL-based web page classification system

I Hernández, CR Rivero, D Ruiz… - Knowledge-Based Systems, 2014 - Elsevier
Unsupervised web page classification refers to the problem of clustering the pages in a web
site so that each cluster includes a set of web pages that can be classified using a unique …

Web page feature selection and classification using neural networks

A Selamat, S Omatu - Information sciences, 2004 - Elsevier
Automatic categorization is the only viable method to deal with the scaling problem of the
World Wide Web (WWW). In this paper, we propose a news web page classification method …

[PDF][PDF] Web page classification using an ensemble of support vector machine classifiers

S Zhong, D Zou - Journal of Networks, 2011 - Citeseer
Web Page Classification (WPC) is both an important and challenging topic in data mining.
The knowledge of WPC can help users to obtain useable information from the huge internet …

Web page classification with deep learning methods

MS Kurt, EY Demirel - Uludağ Üniversitesi Mühendislik Fakültesi …, 2022 - dergipark.org.tr
Today, millions of websites on the Internet are widely used to access information. For
effective use of web pages with increasing numbers every day, they need to be well …