J4

• Articles • Previous Articles     Next Articles

Applying fuzzy cluster algorithm to Web information retrieval

GAO Xiang1,WANG Min2   

  1. 1. School of Computer, Northwestern Polytechnical Univ., Xi'an 710072, Shanxi, China;
  • Received:2006-03-29 Revised:1900-01-01 Online:2006-10-24 Published:2006-10-24
  • Contact: GaoXiang

Abstract: Recently Internet is developing rapidly, and the information in Internet is growing greatly. How to discover information of high quality efficiently from Web is an important research issue. This paper discusses the creation of such a system that uses a fuzzy cluster algorithm to search in Web documents; we evaluate our method by performing experiments over html files from Web site. The results from experiments, as described at the end of section 4, show preliminarily that the fuzzy logic based cluster algorithm can enhance search quality efficiently.

Key words: information retrieval , cluster algorithm, fuzzy logic

[1] . Representative forms of commutative BR0-algebras on a set by implication operator [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2018, 53(6): 86-94.
[2] WANG Kai, HONG Yu, QIU Ying-ying, WANG Jian, YAO Jian-min, ZHOU Guo-dong. Study on boundary detection of users query intents [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2017, 52(9): 13-18.
[3] LIANG Ying, CUI Yan-li, WU Hong-bo. Properties of residuated lattice of deduction systems set algebra in BL system [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2017, 52(11): 65-70.
[4] LIU Chun-hui. Lattice of(,∨(-overq))-fuzzy filters in a BL-algebra [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2017, 52(10): 104-110.
[5] CAO Rong, HUANG Jin-zhu, YI Mian-zhu. Information retrieval: the final direction of human language technology research in DARPA [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(9): 11-17.
[6] MENG Ye, ZHANG Peng, SONG Da-wei. Study on collection statistics for parameter selection in pseudo relevance feedback [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(7): 18-22.
[7] QIAO Xi-min, WU Hong-bo. 〈,(-overQ)〉-fuzzy filter and its characterization of the non-commutative residual lattices on the interval sets [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(2): 102-107.
[8] ZHOU Jian-ren, WU Hong-bo. A schematic extension of IMTL logic system [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2015, 50(12): 28-34.
[9] LI Sheng-dong, LÜ Xue-qiang, SUN Jun, SHI Shui-cai. Improvement of Lucene full-text indexing efficiency [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2015, 50(07): 76-79.
[10] KOU Hai-yan, WU Hong-bo. Wajsberg's form of MTL algebras with applications [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2015, 50(02): 75-82.
[11] LIU Chun-hui. Fuzzy ultra ⊙-ideals in regular residuated lattices [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2014, 49(12): 87-94.
[12] XU Jie-ping1, YIN Hong-yu1, FAN Zi-wen2. Study on cover songs identification based on phrase content [J]. J4, 2013, 48(7): 68-71.
[13] LIU Chun-hui1,2. Prime fuzzy ⊙ideals and its topological properties of
regular residuated lattices [J]. J4, 2013, 48(12): 52-56.
[14] LIU Chun-hui1,2. Lattice of fuzzy filter in a Heyting algebra [J]. J4, 2013, 48(12): 57-60.
[15] LIU Chun-hui1,2. Theory of filters in Fuzzy implication algebras [J]. J4, 2013, 48(09): 73-77.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Copyright 2018 © Editorial office of JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE)
Supported by Beijing Magtech Co.Ltd