Proceedings of the 3rd International Conference on Material, Mechanical and Manufacturing Engineering

Research and Implement of Real-time Automatic Web Page Classification System

Authors
Weihong Han, Weihui Zhu, Yan Jia
Corresponding Author
Weihong Han
Available Online August 2015.
DOI
https://doi.org/10.2991/ic3me-15.2015.189How to use a DOI?
Keywords
Web Page Classification, security filtering, service discovery, service collection.
Abstract

With the development of Internet and communication technology, the Internet data growth rapidly, and the type of network services varied. According to the different properties of the network services, network services classification is the foundation of many network applications, including network service management, green Internet, network bandwidth usage category management, network reputation management, security filtering and so on. Due to the variety of web content and text length, the traditional classification methods can’t effectively solve the problem of large-scale web page classification. In this paper, we design and implement a real-time automatic Web page classification system AWCS, including self-feedback system architecture, multi-dimensional network services classification standard, active and passive combining network service discovery and collection technology, automatic self-correction network service classification techniques. Performance tests show that the classification accuracy of AWCS is significantly higher than the traditional algorithms. This framework offers a promising approach for large-scale real-time network data classification system.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 3rd International Conference on Material, Mechanical and Manufacturing Engineering
Series
Advances in Engineering Research
Publication Date
August 2015
ISBN
10.2991/ic3me-15.2015.189
ISSN
2352-5401
DOI
https://doi.org/10.2991/ic3me-15.2015.189How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Weihong Han
AU  - Weihui Zhu
AU  - Yan Jia
PY  - 2015/08
DA  - 2015/08
TI  - Research and Implement of Real-time Automatic Web Page Classification System
BT  - Proceedings of the 3rd International Conference on Material, Mechanical and Manufacturing Engineering
PB  - Atlantis Press
SP  - 977
EP  - 982
SN  - 2352-5401
UR  - https://doi.org/10.2991/ic3me-15.2015.189
DO  - https://doi.org/10.2991/ic3me-15.2015.189
ID  - Han2015/08
ER  -