Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)

An Algorithm for Fuzzy Concept Lattices Building with Application to Social Navigation

Authors
Chunzhi Xie1, Liangzhong Yi, Yajun Du
1School of Mathematics & Computer Engineering, Xihua University, Chengdu 610039, China
Corresponding Author
Chunzhi Xie
Available Online October 2007.
DOI
https://doi.org/10.2991/iske.2007.203How to use a DOI?
Keywords
Fuzzy concept lattices, Fuzzy formal context, Social navigation
Abstract

Due to the fuzziness of information, fuzzy concept lattices (FCL) are proposed as effective tools for data analysis and knowledge discovery on the fuzzy formal context. But the mining of large database needs efficient algorithms for FCL building. In this paper, a fast and automatic algorithm for FCL building is proposed, called FCLB algorithm, for generating fuzzy concepts from a given fuzzy formal context and a set of fuzzy sets, automatically building a fuzzy concept lattice and representing it graphically. This work has been applied successfully to the social navigation system which aimed to aid users in finding information more effectively.

Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
Series
Advances in Intelligent Systems Research
Publication Date
October 2007
ISBN
978-90-78677-04-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/iske.2007.203How to use a DOI?
Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Chunzhi Xie
AU  - Liangzhong Yi
AU  - Yajun Du
PY  - 2007/10
DA  - 2007/10
TI  - An Algorithm for Fuzzy Concept Lattices Building with Application to Social Navigation
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 1189
EP  - 1194
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.203
DO  - https://doi.org/10.2991/iske.2007.203
ID  - Xie2007/10
ER  -