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6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007)
The Research of Social Navigation based on Fuzzy Concept Lattice
Melbourne, Australia
July 11-July 13
ISBN: 0-7695-2841-4
ASCII Text
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ChunZhi Xie, LiangZhong Yi, YaJun Du, Zheng Pei, "The Research of Social Navigation based on Fuzzy Concept Lattice," Computer and Information Science, ACIS International Conference on, pp. 1005-1011, 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007.
 
 
BibTex
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@article{ 10.1109/ICIS.2007.179,
author = {ChunZhi Xie and LiangZhong Yi and YaJun Du and Zheng Pei},
title = {The Research of Social Navigation based on Fuzzy Concept Lattice},
journal ={Computer and Information Science, ACIS International Conference on},
volume = {0},
year = {2007},
isbn = {0-7695-2841-4},
pages = {1005-1011},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICIS.2007.179},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Computer and Information Science, ACIS International Conference on
TI - The Research of Social Navigation based on Fuzzy Concept Lattice
SN - 0-7695-2841-4
SP1005
EP1011
A1 - ChunZhi Xie,
A1 - LiangZhong Yi,
A1 - YaJun Du,
A1 - Zheng Pei,
PY - 2007
KW - null
VL - 0
JA - Computer and Information Science, ACIS International Conference on
ER -
 
ChunZhi Xie, Xihua University, China
LiangZhong Yi, Xihua University, China
YaJun Du, Xihua University, China
Zheng Pei, Xihua University, China
A social navigation system is an efficient way to provide assistance making decision based on results of aWeb search engine. In this paper, a new model of social navigation system based on a fuzzy concept lattice is proposed. A fuzzy formal context can be obtained by formalizing users? traces who have similar interests, and a fuzzy concept lattice is built on the fuzzy formal context. Here, a fuzzy concept is formalized as rule "If then", i.e., let (\tilde X , \tilde B) be a fuzzy concept, it is expressed as "If G is X, then A is \tilde B ". For a new object (called query words), firstly, it is fuzzized by matching with old objects (called session names). Then, according to "If then" rules, i.e., fuzzy concepts, properties of the new object can be obtained by fuzzy inference. The advantages of the method is not only fuzzy matching can be used in social navigation system, but also semantic similarly relation. Experimental results show the system is feasible and effective.
Citation:
ChunZhi Xie, LiangZhong Yi, YaJun Du, Zheng Pei, "The Research of Social Navigation based on Fuzzy Concept Lattice," icis, pp.1005-1011, 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007
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