Based-on Vector Space Model Research and Implementation of Web Filtering

被引:0
|
作者
Lu Qingmei [1 ]
Zhang Hongliang [1 ]
机构
[1] N Univ China, Dept Elect Sci & Technol, Taiyuan 030051, Shanxi, Peoples R China
关键词
URL filtering; content filtering; vector space modal;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a new information filtering method and implements it,which applies two-level filtering strategy and combines filtering technology based on URL and content filtering. It only executes content filtering when the requested URL isn't in white URL lists and black URL lists,and updates URL lists according to content filtering step's resulan this way,it has both real-time characteristic of URL filtering and comprehensive characteristic of content filtering. The web page filtering system captures HTTP packets by using Winsock 2 SPLextracts web pages content by applying the new proposed method and represents text by vector space modallt proposes a two-stage filtering arithmetic based on vector space modal and realizes it's system. Experimental results show that the system has good filtering accuracy and performance.
引用
收藏
页码:3590 / 3593
页数:4
相关论文
共 50 条
  • [1] Research on web information retrieval based on vector space model
    Bo Ning, Zhang Ji
    Journal of Networks, 2013, 8 (03) : 688 - 695
  • [2] The Web Software Mining Based on Vector Space Model
    Wang, Feijie
    Bai, Zhongying
    2009 FIRST INTERNATIONAL CONFERENCE ON FUTURE INFORMATION NETWORKS, 2009, : 275 - 279
  • [3] Method of filtering reactionary text based on vector space model
    College of Information Security Engineering, Shanghai Jiaotong University, Shanghai 200030, China
    Jisuanji Gongcheng, 2006, 10 (4-5+8):
  • [4] Research of Data Sparsity Based-on Collaborative Filtering Algorithm
    Liu, Limin
    Zhang, Pengxiang
    Lin, Le
    Xu, Zhiwei
    PROGRESS IN MECHATRONICS AND INFORMATION TECHNOLOGY, PTS 1 AND 2, 2014, 462-463 : 856 - 860
  • [5] Research on the product design information filtering system based on web and the implementation
    Xiao, P
    He, B
    ISTM/2005: 6TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-9, CONFERENCE PROCEEDINGS, 2005, : 5743 - 5746
  • [6] Applying Ontology Based Vector Space Model to Web 2.0
    Yuan, Mingwei
    Jiang, Ping
    Xiao, Hui
    Zhu, Jin
    FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 5, PROCEEDINGS, 2008, : 458 - 462
  • [7] Chinese Web Page Classification Based on Vector Space Model
    Wei, Li
    Zhang, Ling
    Li, Huamei
    Chen, Xiaozhou
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 1801 - 1804
  • [8] Research and Implementation Based on Web Services Security Model
    Liu, Wan-jun
    Li, Yang
    2010 INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING AND COMMUNICATION AND 2010 ASIA-PACIFIC CONFERENCE ON INFORMATION TECHNOLOGY AND OCEAN ENGINEERING: CICC-ITOE 2010, PROCEEDINGS, 2010, : 129 - 132
  • [9] Research and Implementation of a New Web Information Filtering Algorithm
    Xiong Jianying
    Xu Jianfeng
    ICCSE 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2008, : 646 - 649
  • [10] Automatic image annotation based-on model space
    Lu, J
    Ma, SP
    Zhang, M
    PROCEEDINGS OF THE 2005 IEEE INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND KNOWLEDGE ENGINEERING (IEEE NLP-KE'05), 2005, : 455 - 460