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

来源：

INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2011) | 2011年 / 8285卷

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

页数：7

共 50 条

[21] Fuzzy Classification of Web Reports with Linguistic Text Mining
Dedek, Jan
Vojtas, Peter
[J]. 2009 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCES ON WEB INTELLIGENCE (WI) AND INTELLIGENT AGENT TECHNOLOGIES (IAT), VOL 3, 2009, : 167 - 170
[22] Fuzzy Set Based Clustering and Evaluation Algorithm on Blog Text
Wan, Hongxin
Peng, Yun
[J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL AND INFORMATION SCIENCES (ICCIS 2014), 2014, : 50 - 56
[23] The evaluation for perceived quality of products based on text mining and fuzzy comprehensive evaluation
He, Lifeng
Zhang, Ning
Yin, Lemin
[J]. ELECTRONIC COMMERCE RESEARCH, 2018, 18 (02) : 277 - 289
[24] Text information classification method based on secondly fuzzy clustering algorithm
Zhang, Yuan
Zhang, Yanping
Zhang, Runmei
[J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (06) : 7743 - 7754
[25] The evaluation for perceived quality of products based on text mining and fuzzy comprehensive evaluation
Lifeng He
Ning Zhang
Lemin Yin
[J]. Electronic Commerce Research, 2018, 18 : 277 - 289
[26] A NEW METHOD FOR WEIGHTED FUZZY INTERPOLATIVE REASONING BASED ONPIECEWISE FUZZY ENTROPIES OF FUZZY SETS
Chen, Shyi-Ming
Chen, Ze-Jin
[J]. PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL. 1, 2015, : 365 - 370
[27] Research on the Novel Weighted Fuzzy Clustering Algorithm based on Fuzzy Sets and Rough Set Theory
Chen, Liwei
[J]. PROCEEDINGS OF THE 2015 CONFERENCE ON INFORMATIZATION IN EDUCATION, MANAGEMENT AND BUSINESS, 2015, 20 : 7 - 11
[28] Analysis and Research of Grenadiers' Comprehensive Quality Based on Fuzzy Comprehensive Evaluation
Shen, Qian
Dai, Haiyan
Han, Peng
Wang, Chunxin
Shen, Chen
Zhang, Wenlong
[J]. PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON MAN-MACHINE-ENVIRONMENT SYSTEM ENGINEERING, 2015, 356 : 77 - 84
[29] Weighted fuzzy interpolative reasoning for sparse fuzzy rule-based systems
Chen, Shyi-Ming
Chang, Yu-Chuan
[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (08) : 9564 - 9572
[30] Weighted Fuzzy Similarity Relations in Case-Based Reasoning: a Case Study in Classification
Sandri, Sandra
Mendonca, Jonas
Martins-Bede, Flavia
Guimaraes, Ricardo
Carvalho, Omar
[J]. 2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2012,

← 1 2 3 4 5 →