A mixed model for cross lingual opinion analysis

Communications in Computer and Information Science

Volumn 400, Issue , 2013, Pages 93-104

  Gui, Lin ^a   Xu, Ruifeng ^a   Xu, Jun ^a   Yuan, Li ^a   Yao, Yuanlin ^a   Zhou, Jiyun ^a   Qiu, Qiaoyun ^a   Wang, Shuwei ^a   Wong, Kam Fai ^b   Cheung, Ricky ^c  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^c Montgomery Watson Hong Kong Ltd   (Hong Kong)

Author keywords

Co training; Cross lingual opinion analysis; Mixed model; Transfer self training

Indexed keywords

ARTIFICIAL INTELLIGENCE; NATURAL LANGUAGE PROCESSING SYSTEMS;

CO-TRAINING; LANGUAGE RESOURCES; MIXED MODELING; OPINION ANALYSIS; RESEARCH INTERESTS; SELF-TRAINING; TRANSFER LEARNING; WEIGHTED AVERAGES;

LEARNING ALGORITHMS;

EID: 84901488468     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-41644-6_10     Document Type: Conference Paper

References (8)

1. Mihalcea, R., Banea, C., Wiebe, J.: Learning Multilingual Subjective Language via Crosslingual Projections. In: Proceedings of the Association for Computational Linguistics 2007, pp. 976-983 (2007)
2. Yao, J.X., Wu, G.F., Liu, J., et al.: Using Bilingual Lexicon to Judge Sentiment Orientation of Chinese Words. In: Proceedings of the 6th International Conference on Computer and Information Technology, pp. 38-43 (2006)
3. Xu, J., Xu, R.F., Ding, Y.X., et al.: Cross Lingual Opinion Analysis via Transfer Learning. Australian Journal of Intelligent Information Processing Systems 11(2), 28-34 (2010)
4. Dai, W.Y., Yang, Q., Xue, G.R., et al.: Boosting for Transfer Learning. In: Proceedings of the 24th International Conference on Machine Learning, pp. 193-200 (2007)
5. Zhou, X.J., Wan, X.J., Xiao, J.G.: Cross-Language Opinion Target Extraction in Review Texts. In: Proceedings of IEEE 12th International Conference on Data Mining, pp. 1200-1205 (2012)
6. Wan, X.J.: A Comparative Study of Cross-Lingual Sentiment Classification. In: Proceedings of Web Intelligence, pp. 24-31 (2012)
7. Mihalcea, R., Banea, C., Wiebe, J., et al.: Multilingual Subjectivity Analysis Using Machine Translation. In: Proceedings of the 18th ACM Conference on Information and Knowledge management, pp. 127-136 (2009)
8. Valiant, L.: A Theory of the Learnable. Communications of the ACM 27(11), 1134-1142 (1984)