Micro‐blog sentiment classification using Doc2vec + SVM model with data purification

Author:

Liang Yinghong1,Liu Haitao1,Zhang Su2

Affiliation:

1. Department of Software EngineeringJingling Institute of TechnologyNanjingPeople's Republic of China

2. Department of Computer EngineeringSuzhou Vocational UniversitySuzhouPeople's Republic of China

Funder

National Natural Science Foundation of China

Jinling Institute of Technology

Publisher

Institution of Engineering and Technology (IET)

Subject

General Engineering,Energy Engineering and Power Technology,Software

Reference12 articles.

1. PangB. LeeL. VaithyanathanS.: ‘Thumbs up?: sentiment classification using machine learning techniques’.Proc. of the ACL‐02 Conf. on Empirical Methods in Natural Language Processing – Volume 10 Association for Computational Linguistics Philadelphia USA. 2002 pp.79–86

2. Sentiment analysis and opinion mining;Liu B.;Synth. Lect. Hum. Lang. Technol.,2012

3. Opinion mining and sentiment analysis;Pang B.;Found. Trends Inf. Retriev.,2008

4. Sentiment classification for Chinese micro‐blog based on the extension of network terms feature;Ye F.;Adv. Comput. Comput. Sci.,2018

5. Sentiment analysis based on deep representation learning and Gauss process transfer learning;Wu D.;J. Chin. Inf.,2017

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