KOR

e-Article

Large scale web-content classification
Document Type
Conference
Source
2015 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K) Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K), 2015 7th International Joint Conference on. 01:545-554 Nov, 2015
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
General Topics for Engineers
Web pages
Crawlers
Companies
Support vector machines
Feature extraction
Internet
Internet Domain
Web-Content Classification
HTTP Crawling
Web Mining
SVM
Language
Abstract
Web classification is used in many security devices for preventing users to access selected web sites that are not allowed by the current security policy, as well for improving web search and for implementing contextual advertising. There are many commercial web classification services available on the market and a few publicly available web directory services. Unfortunately they mostly focus on English-speaking web sites, making them unsuitable for other languages in terms of classification reliability and coverage. This paper covers the design and implementation of a web-based classification tool for TLDs (Top Level Domain). Each domain is classified by analysing the main domain web site, and classifying it in categories according to its content. The tool has been successfully validated by classifying all the registered it. Internet domains, whose results are presented in this paper.