Sentiment classification using the theory of ANNs

Journal of China Universities of Posts and Telecommunications

Volumn 17, Issue SUPPL. 1, 2010, Pages 58-62

  Zhu, Jian ^a   Xu, Chen ^b   Wang, Han Shi ^a  

^a BEIJING INSTITUTE OF TECHNOLOGY   (China)

^b BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

artificial neural networks; feature selection; opinion extraction; sentiment classification

Indexed keywords

ACCURATE PREDICTION; ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORKS; FEATURE SELECTION; FEATURE WEIGHT; INDIVIDUAL MODELS; NATURAL LANGUAGE PROCESSING; OPINION EXTRACTION; PRIOR KNOWLEDGE; SENTIMENT CLASSIFICATION; TRAINING PROCESS;

COMPUTATIONAL LINGUISTICS; FEATURE EXTRACTION; HIDDEN MARKOV MODELS; KNOWLEDGE BASED SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; SUPPORT VECTOR MACHINES; TEXT PROCESSING;

NEURAL NETWORKS;

EID: 77955385758     PISSN: 10058885     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1005-8885(09)60606-3     Document Type: Article

References (7)

1. B Chen Research on key problems in web text sentiment classification 2008 Beijing University of Posts and Telecommunications Beijing, China (in Chinese).
2. Pang B, Lee L. A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts. Proceedings of the 42nd Meeting of the Association for Computational Linguistics (ACL'04), Jul 21-26, Barcelona, Spain. 2004: 271-278.
3. D Li, A Laurent, M Roche Extraction of opposite sentiments in classified free format text reviews Proceedings of the 19th International Conference on Database and Expert Systems Applications (DEXA'08), Sep 1-5, 2008, Turin, Italy 2008 IEEE Computer Society Los Alamitos, CA, USA 710 717
4. V Sindhwani, P Melville Document-word co-regularization for semi-supervised sentiment analysis Proceedings of the IEEE International Conference on Data Mining (ICDM'08), Dec 15-19, Pisa, Italy 2008 IEEE Computer Society Los Alamitos, CA, USA 1025 1030
5. B Deng, XZ Fan, LG Yang A method of text classification based on statistical technology and set theory Transactions of Beijing Institute of Technology 26 27 2006 589 597 (in Chinese).
6. BT WANG, WL WU, SP WU An improved training algorithm for artificial neural networks Journal of Beijing University of Posts and Telecommunications 27 4 2004 87 91 (in Chinese).
7. Y Hu, RZ Lu, XN Li Research on language modeling based sentiment classification of text Journal of Computer Research and Development 44 9 2007 1469 1475 (in Chinese).