Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015

Fuzzy Set Based Web Opinion Text Clustering Algorithm

Authors
Hongxin Wan, Yun Peng
Corresponding Author
Hongxin Wan
Available Online December 2015.
DOI
https://doi.org/10.2991/icmmcce-15.2015.501How to use a DOI?
Keywords
Opinion text, Clustering analysis, Fuzzy set, Membership function
Abstract

With the development of social media, people like to express their views on the Web. Because people express their views casually, which makes the opinion text contain a lot of uncertain and unstructured contents, and it is difficult to cluster the text by normal classification methods. An algorithm of opinion text clustering based on fuzzy set is proposed, which adopts the key words as classifying attributes and calculate the membership degree by fuzzy function, thus can deal with the uncertain and unstructured contents well. Also the algorithm proposed can improve the time and space efficiency, and increase the robustness compared with other classification algorithms.

Copyright
© 2015, 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 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015
Series
Advances in Computer Science Research
Publication Date
December 2015
ISBN
978-94-6252-133-9
ISSN
2352-538X
DOI
https://doi.org/10.2991/icmmcce-15.2015.501How to use a DOI?
Copyright
© 2015, 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  - Hongxin Wan
AU  - Yun Peng
PY  - 2015/12
DA  - 2015/12
TI  - Fuzzy Set Based Web Opinion Text Clustering Algorithm
BT  - Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015
PB  - Atlantis Press
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmmcce-15.2015.501
DO  - https://doi.org/10.2991/icmmcce-15.2015.501
ID  - Wan2015/12
ER  -