A multi-label classification based approach for sentiment classification

作者:

Highlights:

• A multilabel classification based approach for sentiment analysis is proposed.

• Empirical comparisons of different multilabel classification methods are performed.

• Three different sentiment dictionaries are compared.

• Dalian University of Technology Sentiment Dictionary is the best in the comparisons.

摘要

•A multilabel classification based approach for sentiment analysis is proposed.•Empirical comparisons of different multilabel classification methods are performed.•Three different sentiment dictionaries are compared.•Dalian University of Technology Sentiment Dictionary is the best in the comparisons.

论文关键词:Sentiment analysis,Multi-label classification,Microblogs

论文评审过程:Available online 17 September 2014.

论文官网地址:https://doi.org/10.1016/j.eswa.2014.08.036