Research of Web Text Fuzzy Classification Algorithm Based on Fuzzy Comprehensive Weighted Evaluation Reasoning

被引:1
|
作者
Li DongHui [1 ]
Dai Xiaopeng [1 ]
机构
[1] Hunan Agr Univ, Sch Informat Sci & Technol, Changsha, Hunan, Peoples R China
关键词
Fuzzy theory; Web text; comprehensive weight; fuzzy classification;
D O I
10.1117/12.913441
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
Use of fuzzy theory to classify the Chinese WEB text, so that after the web text classification is clearly no longer belong to a class or belonging to a class, but to a certain degree of belonging to various categories of membership. The paper discuss a algorithm of web text fuzzy classification, Calculate method and calculate formula of improve text feature item weight has been proposed. This paper presents a comprehensive evaluation based on fuzzy classification fuzzy reasoning model that weighted fuzzy comprehensive evaluation as a basis to use this article gives an "integrated weighted type" operator, based on a community and the - plot for algebraic reasoning operation, to avoid complex data model, to ensure the accuracy and reliability of inference results, modified weight will help improve the effectiveness of classification
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Research on Backward Reasoning Algorithm of Weighted Fuzzy Petri Net Based on Matrix
    Shen Yuhao
    Meng Chen
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1-2, 2008, : 63 - 67
  • [2] Research on CRM Performance Evaluation Based on Fuzzy Comprehensive Algorithm
    Yu, Tianbiao
    Zhou, Jing
    Zhang, Yang
    Dong, Shengguang
    Wang, Wanshan
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT, INNOVATION MANAGEMENT AND INDUSTRIAL ENGINEERING, VOL 1, 2008, : 329 - 334
  • [3] Fuzzy Set Based Clustering Algorithm of Web Text
    Wan, Hongxin
    Peng, Yun
    [J]. ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING III, 2014, 678 : 19 - +
  • [4] A Novel Fuzzy Based Clustering Algorithm for Text Classification
    Mohan, A. Krishna
    Rao, V. V. Narasimha
    Prasad, M. H. M. Krishna
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2013, 13 (05): : 100 - 107
  • [5] Research on Fatigue Driving Detection Algorithm Based on Fuzzy Comprehensive Evaluation
    Pan, Zhi-Geng
    Liu, Rong-Fei
    Zhang, Ming-Min
    [J]. Ruan Jian Xue Bao/Journal of Software, 2019, 30 (10): : 2954 - 2963
  • [6] A fuzzy neutral network based on fuzzy weighted reasoning method
    Zhou, CG
    Liang, YC
    Tian, Y
    Yang, ZM
    [J]. 2000 INTERNATIONAL WORKSHOP ON AUTONOMOUS DECENTRALIZED SYSTEM, PROCEEDINGS, 2000, : 190 - 195
  • [7] Fuzzy Set Based Web Opinion Text Clustering Algorithm
    Wan, Hongxin
    Peng, Yun
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING 2015 (ICMMCCE 2015), 2015, 39 : 2604 - 2607
  • [8] An Algorithm Combining Random Forest Classification and Fuzzy Comprehensive Evaluation
    Zhu, Jing
    Huang, Song
    Shi, Yaqing
    Wu, Kaishun
    Wang, Yanqiu
    [J]. JOURNAL OF INTERNET TECHNOLOGY, 2022, 23 (04): : 735 - 747
  • [9] Improved weighted fuzzy reasoning algorithm based on particle swarm optimization
    An, Su-Fang
    Liu, Kun-Qi
    Liu, Bo
    Cai, Xiu-Feng
    Zhao, Shuang
    Wu, Jing-Fang
    [J]. PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 1304 - +
  • [10] An Algorithm of Web Text Clustering Analysis Based on Fuzzy Set
    Peng, Yun
    Ding, Shu-liang
    [J]. ISCSCT 2008: INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY, VOL 1, PROCEEDINGS, 2008, : 109 - 113