Research and Implementation of BHO-Based Content Filtering System

被引:0
|
作者
Li, Ruibo [1 ]
Hao, Xingwei [1 ]
机构
[1] Shandong Univ, Sch Comp Sci & Technol, Jinan 250100, Peoples R China
关键词
content filtering; BHO; URL filtering;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Content filtering technology is a hot research topic in the field of Internet application. The traditional filtering algorithms, such as Error Back Propagation algorithm and KMP algorithm, in which sensitive words will be matched with the content to be retrieved one by one, and this reduces the efficiency when massive data is filtered. To solve the shortcoming above, a prototype of content filtering system based on BHO (Browser Helper Object) is proposed in this paper. The system includes URL filtering and content filtering. It stores sensitive words by way of Hash function to improve the retrieval speed, and matches them by using Longest Prefix Match algorithm and Binary Search algorithm. At last, the system is tested in two ways (accuracy and filtering time) and performs well.
引用
收藏
页码:143 / 146
页数:4
相关论文
共 50 条
  • [1] Research and implementation of an intelligent firewall system based on image content filtering
    Xu, Qiang
    Jiang, Zao
    Zhao, Hong
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2000, 37 (04): : 458 - 464
  • [2] 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
  • [3] Research and application of content-based adaptive text filtering system
    Sun, Tieli
    Li, Xiaowei
    Zhang, Yan
    2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 1, 2008, : 1235 - 1239
  • [4] Research and Implementation for a Content-Based Video Playback System
    Lin, Zhang
    Fu, Duan
    Gang, Li
    EMERGING RESEARCH IN ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, 2011, 237 : 392 - 398
  • [5] A CONTENT BASED AND COLLABORATIVE FILTERING RECOMMENDER SYSTEM
    Thannimalai, Vignesh
    Zhang, Li
    PROCEEDINGS OF 2021 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), 2021, : 145 - 151
  • [6] Content Filtering Research Based on Web Community Structure
    Liu Yan
    Yang Shenghua
    PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 1773 - 1777
  • [7] Design and implementation of knowledge management system for research teams based on content based image retrieval
    Liu, Jing
    Meng, Fang
    Yao, Yuhang
    INFORMATION TECHNOLOGY, 2015, : 189 - 193
  • [8] Implementation of Identification System for IMUs Based on Kalman Filtering
    Unsal, Derya
    Dogan, Mustafa
    2014 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM - PLANS 2014, 2014, : 236 - 240
  • [9] Content-based Filtering with Tags: the FIRSt System
    Lops, Pasquale
    de Gemmis, Marco
    Semeraro, Giovanni
    Gissi, Paolo
    Musto, Cataldo
    Narducci, Fedelucio
    2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, 2009, : 255 - 260
  • [10] Content-based filtering system for music data
    Iwahama, K
    Hijikata, Y
    Nishida, S
    2004 INTERNATIONAL SYMPOSIUM ON APPLICATIONS AND THE INTERNET WORKSHOPS, PROCEEDINGS, 2004, : 480 - 487