Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)

Sentiment Orientation Classification of Webpage Online Commentary Based on Intuitionistic Fuzzy Reasoning

Authors
Xiaofeng Li, Dong Li
Corresponding Author
Xiaofeng Li
Available Online March 2013.
DOI
10.2991/iccsee.2013.603How to use a DOI?
Keywords
Chinese information process, text categorization, sentiment orientation, intuitionistic fuzzy set
Abstract

An approach of sentiment classification for online comments based on intuitionistic fuzzy reasoning is presented on the basis of the analysis of characteristics of sentiment classification. The approach employs membership function, non-membership function and hesitant function to depict uncertainties of features, quantitatively, by sample training, as well as sentiment expressions influenced by adverbs of degree, conjunctions and negative words are considered. Then the semantic orientation of a text is synthesized on the level of phrases, sentences and texts in sequence by means of aggregations of intuitionistic fuzzy information of features. The presented approach obtains high precision and recall when test using public corpus

Copyright
© 2013, 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 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
Series
Advances in Intelligent Systems Research
Publication Date
March 2013
ISBN
978-90-78677-61-1
ISSN
1951-6851
DOI
10.2991/iccsee.2013.603How to use a DOI?
Copyright
© 2013, 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  - Xiaofeng Li
AU  - Dong Li
PY  - 2013/03
DA  - 2013/03
TI  - Sentiment Orientation Classification of Webpage Online Commentary Based on Intuitionistic Fuzzy Reasoning
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 2409
EP  - 2412
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.603
DO  - 10.2991/iccsee.2013.603
ID  - Li2013/03
ER  -