Can e-learner's emotion be recognized from interactive chinese texts?

Proceedings of the 2009 13th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2009

Volumn , Issue , 2009, Pages 546-551

  Feng, Tian ^a,b   Qinghua, Zheng ^a   Ruomeng, Zhao ^a   Tonghao, Chen ^a   Xinyan, Jia ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

^b XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

E Learning; Emotion category; Interactive chinese texts; Sentiment adjustment strategy recommendation

Indexed keywords

CATEGORY MODELS; CHINESE TEXT; E-LEARNERS; E-LEARNING ENVIRONMENT; EMOTION CATEGORY; INTERACTIVE CHINESE TEXTS; RECOGNIZING EMOTIONS; RESEARCH AND APPLICATION; SENTIMENT ADJUSTMENT STRATEGY RECOMMENDATION;

E-LEARNING; GROUPWARE; INTERACTIVE COMPUTER SYSTEMS; INTERNET; MULTIMEDIA SYSTEMS; ONLINE SYSTEMS;

CASE BASED REASONING;

EID: 69649083756     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSCWD.2009.4968116     Document Type: Conference Paper

References (16)

1. P. A. Jaques, R. M. Vicari. A BDI approach to infer student's emotions in an intelligent learning environment, Computers & Education, 2007, 49, 360-384.
2. R. Picard, Affective Computing, The MIT Press, Cambridge, 1997.
3. Klein J., Moon Y., Picard R. W., This computer responds to user frustraction: theory, design, and results. Interacting with computer, 2002, 14(2), 119-140. (Pubitemid 34199155)
4. S. D'Mello, A. C. Graesser, R. W. Picard, "Toward an Affect-sensitive Auto Tutor", IEEE Intelligent System,2007, July/August, 53-61.
5. D. J. Litman, K. Forbes-Riley, Recognizing student emotions and attitudes on the basis of utterances in spoken tutoring dialogues with both human and computer tutor, Speech Communication, 2006, 48, 559-590.
6. A. Kapur, N. Virji-Babul, G. Tzanetakis, P. F. Driessen, Gesture-Based Affective Computing on Motion Capture Data, international conference on Affective Computing and intelligent, 2005, LNCS 2784
7. P.l Ekman, Facial Expression, In Dalgleish, T., & Power, M. (1999). Handbook of Cognition and Emotion. New York: John Wiley & Sons Ltd
8. C. E Izard, Emotional intelligence or adaptive emotions?, Emotion. 2001 Sep Vol.1(3), 249-257
9. Reinhard Pekrun, Thomas Goetz, Wolfram Titz, and Raymond P. Perry, Academic Emotions in Students' Self-Regulated Learning and Achievement: A Program of Qualitative and Quantitative Research, EDUCATIONAL PSYCHOLOGIST,2002, 37(2), 91-105 (Pubitemid 36618884)
10. CHUNG-HSIEN WU, ZE-JING CHUANG, and YUCHUNG LIN. Emotion Recognition from Text Using Semantic Labels and Separable Mixture Models. ACM Transactions on Asian Language Information Processing, Vol.5, No. 2, June 2006. Pages 165-182. (Pubitemid 44536646)
11. Chunling Ma, Helmut Prendinger, Mitsuru Ishizuka. Emotion Estimation and Reasoning Based on Affective Textual Interaction. First International Conference Affective Computing and Intelligent Interaction, Lecture Note in Computer Science, Vol.3784, 622-628, 2005. (Pubitemid 43763383)
12. Xiaoxi Huang, Yun Yang, and Changle Zhou. Emotional Metaphors for Emotion Recognition in Chinese Text. First International Conference Affective Computing and Intelligent Interaction, Lecture Note in Computer Science, 2005, Vol.3784, 319-325. (Pubitemid 43763344)
13. Feng Tian, Qinghua Zheng, Zhiyong Gong, Du Jin, Personalized Learning Strategies in e-Learning Environment, IEEE CSCWD2007, pp: 973-978.
14. Gilad Mishne, Experiments with Mood Classification in Blog Posts[D].Informatics Institute, University of Amsterdam,2005
15. Gilly Leshed,Understanding How Bloggers Feel: Recognizing Affect in Bog Posts[D],Cornell University,Information Science Program 301 College Ave,2006
16. Weka Project Website: www.cs.waikato.ac.nz/~ml/ [URL]