Information Filtering Based on Immune Mechanism

被引:0
|
作者
Yu, Zhiguo [1 ]
Liu, FengMing [2 ,3 ]
机构
[1] Shandong Labour Union Adm Coll, Dept Informat Engn, Jinan 250100, Peoples R China
[2] Shandong Normal Univ, Sch Management Sci & Engn, Jinan 250014, Peoples R China
[3] Donghua Univ, Glorious Sun Sch Business & Management, Shanghai 201620, Peoples R China
关键词
Immune System; Information Filtering; Self-learning;
D O I
10.4028/www.scientific.net/AMR.457-458.1428
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Natural Immune System is a highly complicated, distributed, and auto-adaptive system. It has very strong ability of self-learning, memory and association, and then it can quickly eliminate the intruders and keep itself stability. Information filtering is to choose useful information with filtering strategies from information. So, the original information is going to be as antigen, and the filtering strategies and procedure be as antibody, based on the immune self-learning mechanism, we design a model of information filtering. Then, we illustrate and discuss the model perforrnance by experimental evaluation results.
引用
收藏
页码:1428 / +
页数:2
相关论文
共 50 条
  • [41] INFORMATION FILTERING
    LOEB, S
    TERRY, D
    COMMUNICATIONS OF THE ACM, 1992, 35 (12) : 26 - 28
  • [42] Badness information audit based on image character filtering
    Yu, F
    Huang, H
    Xu, C
    Dai, XP
    Zhu, ML
    PARALLEL AND DISTRIBUTED PROCESSING AND APPLICATIONS - ISPA 2005 WORKSHOPS, 2005, 3759 : 647 - 656
  • [43] Classification smoothing filtering algorithm based on edge information
    Wang, Zaiying
    Zhang, Jingyuan
    2016 IEEE INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2016, : 366 - 370
  • [44] Ontology-based profile for Chinese information filtering
    Yuan, Xingyu
    Wang, Ting
    2006 1ST INTERNATIONAL SYMPOSIUM ON PERVASIVE COMPUTING AND APPLICATIONS, PROCEEDINGS, 2006, : 374 - +
  • [45] One improved content based information filtering model
    Su, Gui-Yang
    Ma, Ying-Hua
    Li, Jian-Hua
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2004, 38 (12): : 2030 - 2034
  • [46] Research on Web Information Filtering Based on DCM Algorithm
    Luo Chang-ri
    Zhang Xin-hua
    Luo Shi-guang
    FIRST INTERNATIONAL WORKSHOP ON DATABASE TECHNOLOGY AND APPLICATIONS, PROCEEDINGS, 2009, : 206 - +
  • [47] Collaborative Filtering Algorithm Based on Trust and Information Entropy
    Kang, Anqi
    2018 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATICS AND BIOMEDICAL SCIENCES (ICIIBMS), 2018, : 262 - 266
  • [48] A test of intrusion alert filtering based on network information
    Sommestad, Teodor
    Franke, Ulrik
    SECURITY AND COMMUNICATION NETWORKS, 2015, 8 (13) : 2291 - 2301
  • [49] Maximal Information Based Similarity Measure for Collaborative Filtering
    Linn, Su Mon
    Lwin, May Thu
    2019 20TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNPD), 2019, : 190 - 194
  • [50] An Information Filtering Algorithm Based on Text and Complexion Detecting
    Xiong, JianYing
    Yao, LeiYue
    2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 1, PROCEEDINGS, 2008, : 308 - +