基于模糊概念格的Web搜索结果聚类算法

• Original Articles • Previous Articles Next Articles

A Web search results clustering algorithm based on fuzzy concept lattices

HUANG Jian-bin1,2;JI Hong-bing1

(1. School of Electronic Engineering, Xidian Univ., Xi′an 710071， China;
2. School of Computer Sceince and Technology, Xidian Univ., Xi′an 710071， China)

Received:1900-01-01 Revised:1900-01-01 Online:2005-12-20 Published:2005-12-20

Abstract

Abstract: Fuzzy logic is incorporated into the Formal Concept Analysis to tackle the vague data in the formal context. A fuzzy concept lattice can be generated in the fuzzy formal context. Next, a fast fuzzy conceptual clustering algorithm is proposed to cluster the fuzzy concept lattice into conceptual clusters. Then, partial order relations are defined between the clusters for construction of the concept hierarchy. This method is applied in the Web search results clustering. Experimental results show the algorithm’s effectiveness and suitability for solving the multi-inheritance problems between conceptual clusters.

Key words: fuzzy concept lattices, conceptual clustering, Web search results clustering

CLC Number:

TP311

HUANG Jian-bin1;2;JI Hong-bing1.

A Web search results clustering algorithm based on fuzzy concept lattices

[J].J4, 2005, 32(6): 856-860.

[1]	HE Yunbin,LENG Xin,WAN Jing. Unbalanced data weighted boundary point integration undersampling method [J]. Journal of Xidian University, 2021, 48(4): 176-183.
[2]	YANG Yanbo,ZHANG Jiawei,MA Jianfeng. Method for using the blockchain to protect data privacy of IoV [J]. Journal of Xidian University, 2021, 48(3): 21-30.
[3]	LIU Huayuan,SU Yunfei,LI Ruilin,TANG Chaojing. Structure-statebased graybox Fuzzing technique [J]. Journal of Xidian University, 2021, 48(1): 117-123.
[4]	HU Jianwei,ZHAO Wei,CUI Yanpeng,CUI Junjie. PHP code vulnerability mining technology based on theimproved ASTNN [J]. Journal of Xidian University, 2020, 47(6): 164-173.
[5]	ZHANG Lu,SUN Rong,LIU Jingwei. Cloned piggybacking framework for distributed storage [J]. Journal of Xidian University, 2020, 47(6): 139-147.
[6]	ZHAI Sheping,WANG Yijing,CHEN Siji. Research on the application of blockchain technology in the sharing of electronic medical records [J]. Journal of Xidian University, 2020, 47(5): 103-112.
[7]	TIAN Haibo,LIN Huizhi,LUO Peiran,SU Yinxue. Scheme for being able to regulate a digital currency with user privacy protection [J]. Journal of Xidian University, 2020, 47(5): 40-47.
[8]	CHEN Siji,ZHAI Sheping,WANG Yijing. Blockchain privacy protection algorithm based on ring signature [J]. Journal of Xidian University, 2020, 47(5): 86-93.
[9]	SUN Qian,ZHANG Jiarui,GAO Ling,WANG Yuxiang,YANG Jianfeng. Health prediction algorithm for edge layer nodes [J]. Journal of Xidian University, 2020, 47(3): 32-39.
[10]	WANG Dekui. Approach to FPGA placement using resource negotiation [J]. Journal of Xidian University, 2019, 46(6): 17-22.
[11]	CHEN Chu. RFCcertDT: a testing tool for certificate validation in SSL/TLS [J]. Journal of Xidian University, 2019, 46(3): 20-25.
[12]	DING Ming,ZHANG Shuling,ZHANG Chen,Zhang Jun. Method for the verification of safety requirements of avionics systems [J]. Journal of Xidian University, 2019, 46(3): 66-73.
[13]	MAO Yingchi,ZHANG Jianhua,CHEN Hao. Successive missing completion based on deep fusion from multiple views [J]. Journal of Xidian University, 2019, 46(2): 61-68.
[14]	FAN Quanrun;DUAN Zhenhua. Two phase clustering method for CNF clauses [J]. Journal of Xidian University, 2016, 43(3): 55-60.
[15]	LI Liya;HU Xiaohong;XIN Zhenguo. Data synchronization algorithm controlled by the intelligent terminal [J]. J4, 2013, 40(2): 172-180+212.

A Web search results clustering algorithm based on fuzzy concept lattices

PDF (PC)

Like

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Metrics

Comments

Recommended 0