Chinese web-page classification study

被引：0
|
作者：
Huang, Weitong [1 ]
Lu-Xiong Xu [2 ]
Duan, Junfeng [1 ]
Lu, Yuchang [1 ]
机构：
[1] Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
[2] Fijian Normal Univ, Fuzhou 350002, Fujian, Peoples R China
来源：
2007 IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1-7 | 2007年
关键词：
Chinese web-page; web-page classification; web-page preprocessing; feature selection;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In recent years, web-page classification has been a hotspot in the field of web mining. And researches towards Chinese web-page classification become more and more. In this paper, we introduce the details of a Chinese web-page classification system that we implemented. Experiments show that our web-page preprocessing and feature selection method is effective. The classification accuracy acquired on a Chinese web-page dataset is satisfying.
引用
收藏
页码：2141 / +
页数：3
相关论文
共 50 条
  • [1] Study on Web-page classification algorithm based on rough set theory
    Yin, Shiqun
    Wang, Fang
    Xie, Zhong
    Qiu, Yuhui
    [J]. 2008 INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING AND 2008 INTERNATIONAL PACIFIC WORKSHOP ON WEB MINING AND WEB-BASED APPLICATION, 2008, : 202 - 206
  • [2] Web-page locator
    Anon
    [J]. Plastics Technology, 2002, 48 (11)
  • [3] Noise reduction through summarization for web-page classification
    Shen, Dou
    Yang, Qiang
    Chen, Zheng
    [J]. INFORMATION PROCESSING & MANAGEMENT, 2007, 43 (06) : 1735 - 1747
  • [4] Document representations for classification of short Web-page descriptions
    Radovanovic, Milos
    Ivanovic, Mirjana
    [J]. DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2006, 4081 : 544 - 553
  • [5] Web-page locator
    Anon
    [J]. Plastics Technology, 2002, 48 (07)
  • [6] Infonet: Web-page locator
    Anon
    [J]. Plastics Technology, 2001, 47 (12)
  • [7] On Chinese web page classification
    Liang, JZ
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2004, 2004, 3070 : 634 - 639
  • [8] A Method For Judging Web-page Type
    Xue Hong-jun
    Chen Tao
    Xue Li-min
    [J]. PROCEEDINGS OF THE 2012 EIGHTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS 2012), 2012, : 91 - 93
  • [9] Rough set-aided feature selection for automatic Web-page classification
    Wakaki, T
    Itakura, H
    Tamura, M
    [J]. IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2004), PROCEEDINGS, 2004, : 70 - 76
  • [10] A Comparative Study to Enhance the Performance of Web-Page Recommendation System
    Naseer, Mehwish
    Zhang, Wu
    Zhu, Wenhao
    [J]. 2019 22ND IEEE INTERNATIONAL MULTI TOPIC CONFERENCE (INMIC), 2019, : 114 - 119
12345