Please wait a minute...
New Technology of Library and Information Service  2011, Vol. 27 Issue (3): 17-21    DOI: 10.11925/infotech.1003-3513.2011.03.03
Current Issue | Archive | Adv Search |
Auto Construction of Uyghur Emotional Words Corpus Based on CRFs
Feng Guanjun1, Yu Long2, Tian Shengwei3
1. College of Humanities, Xinjiang University, Urumqi 830046, China;
2. Net Center, Xinjiang University, Urumqi 830046,China;
3. College of Information Science and Engineering Technology, Xinjiang University, Urumqi 830046,China
Download: PDF(602 KB)   HTML  
Export: BibTeX | EndNote (RIS)      
Abstract  This paper proposes uyghur emotional corpus construction specifications and develops uyghur emotional corpus processing system.Combined with the specific characteristics of uyghur emotional words,this paper proposes the full analysis of characteristics of uyghur emotional words in the text,achieves the uyghur emotional words automatic identification method with CRFs model.Experimental results show that the system can effectively process emotional words corpus, and reduce the manual workload.
Key wordsUyghur      Emotional corpus      Corpus construction     
Received: 22 December 2010      Published: 05 May 2011
: 

TP391

 

Cite this article:

Feng Guanjun, Yu Long, Tian Shengwei. Auto Construction of Uyghur Emotional Words Corpus Based on CRFs. New Technology of Library and Information Service, 2011, 27(3): 17-21.

URL:

http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.1003-3513.2011.03.03     OR     http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2011/V27/I3/17

[1] Bai X, Padman R, Airoldi E. Sentiment Extraction from Unstructured Text Using Tabu Search-Enhanced Markov Blanket [C].In: Proceedings of the International Workshop on Mining for and from the Semantic Web (MSW 2004).2004:24-35

[2] Pang B, Lee L. Exploiting Class Relationships for Sentiment Categorization with Respect Rating Sales[C]. In: Proceedings of ACL-05. 2005: 115-124.

[3] 王洪伟,刘勰,尹裴,等. Web文本情感分类研究综述[J]. 情报学报,2010,29(5):931-938.

[4] 苏劲松,周昌乐,李翼鸿.基于统计抽词和格律的全宋词切分语料库建立[J].中文信息学报,2007,21(2):52-57.

[5] 徐琳宏,林鸿飞,赵晶. 情感语料库的构建和分析[J]. 中文信息学报,2008,22(1):116-122.

[6] 李纲,陈婧,程明结, 等.基于意见挖掘的城市形象网络监测系统初探[J].现代图书情报技术, 2010(2):56-62.

[7] 钱爱兵.基于主题的网络舆情分析模型及其实现[J].现代图书情报技术, 2008(4):49-55.

[8] Aone C, Ramos-Santacruz M, Niehaus W J. Assentor: An NLP-Based Solution to E-mail Monitoring[C]. In:Proceedings of AAAI-00.2000: 945-950.

[9] Ekman P.Facial Expression and Emotion[J].American Psychologist,1993,48(4):384-392.

[10] 林传鼎.社会主义心理学中的情绪问题——在中国社会心理学研究会成立大会上的报告(摘要)[J].社会心理科学,2006,21(1):37-37,62.

[11] 许小颖,陶建华.汉语情感系统中情感划分的研究[C].见:第一届中国情感计算及智能交互学术会议,北京.2003:199-205.

[12] Lafferty J, McCallum A, Pereira F. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data[C]. In: Proceedings of the 18th International Conference on Machine Learning.2001:282-289.
[1] Guan Xiaoda,Lv Xueqiang,Li Zhuo,Zheng Luexing,. Chinese Organization Name Recognition in User Query Log[J]. 现代图书情报技术, 2014, 30(1): 72-78.
[2] Kang Xiaoli, Zhang Chengzhi. Chinese-English Comparable Corpus Construction for Bilingual Terminology Extraction[J]. 现代图书情报技术, 2012, 28(2): 28-33.
  Copyright © 2016 Data Analysis and Knowledge Discovery   Tel/Fax:(010)82626611-6626,82624938   E-mail:jishu@mail.las.ac.cn