Social Sentiment Analysis Using Fuzzy Logic Addressing context effect on sentiment analysis by fuzzy lexicon dynamism

被引:0
作者
Ghiasi, Mohammad
Gharehgozli, Shaghayegh
机构
来源
2019 IEEE 13TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT 2019) | 2019年
关键词
Uncertainty; indeterminacy; social network; sentiment analysis; fuzzy sets; fuzzy logic; context; lexicon; term frequency;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fuzzy Logic revolution started during 1965 by Prof Lotfi A. Zadeh [1], [2] have evolved uncertainty and indeterminacy analytics forever. Sentiment analysis of published content on social networks is an essential key to analyze and predict social engagement polarities determined by provider's attitude and viewpoint toward a subject, being a profile, topic or single post. This paper uses precious works of Prof Lotfi A. Zadeh to propose a quantitative sentiment calculation method by introducing fuzziness and context dynamism on language-specific lexicons found on published short informal textual content on three holistic contexts of owner, user and the post itself.
引用
收藏
页码:56 / 61
页数:6
相关论文
共 20 条
[1]  
[Anonymous], P 19 ACM INT C INF K, DOI DOI 10.1145/1871437.1871741
[2]  
[Anonymous], INFORM MATH MODELLIN
[3]   Comprehensive Study on Lexicon-based Ensemble Classification Sentiment Analysis [J].
Augustyniak, Lukasz ;
Szymanski, Piotr ;
Kajdanowicz, Tomasz ;
Tuliglowicz, Wlodzimierz .
ENTROPY, 2016, 18 (01)
[4]  
Charfuelan M., 2012, 4 INT WORKSH CORP RE
[5]  
Jain P., 2019, INT J CURR ENG TECHN, V9
[6]  
Luhn H. P., 2010, IBM J RES DEV
[7]   EXPERIMENT IN LINGUISTIC SYNTHESIS WITH A FUZZY LOGIC CONTROLLER [J].
MAMDANI, EH ;
ASSILIAN, S .
INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1975, 7 (01) :1-13
[8]  
Manning C.D., 2012, Introduction to Information Retrieval
[9]   An automatic procedure to create fuzzy ontologies from users' opinions using sentiment analysis procedures and multi-granular fuzzy linguistic modelling methods [J].
Morente-Molinera, J. A. ;
Kou, G. ;
Pang, C. ;
Cabrerizo, F. J. ;
Herrera-Viedma, E. .
INFORMATION SCIENCES, 2019, 476 (222-238) :222-238
[10]  
Novak P. K., 2015, PLOS ONE