The human-like emotions recognition using mutual information and semantic clues

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6872 LNCS, Issue , 2011, Pages 464-470

  Lin, Hao Chiang Koong ^a   Hsieh, Min Chai ^a   Wang, Wei Jhe ^a  

^a NATIONAL UNIVERSITY OF TAINAN   (Taiwan)

Author keywords

Emotion Recognition; Mutual Information; Semantic Clues; SVM

Indexed keywords

2-D MODEL; EMOTION RECOGNITION; MERGING ALGORITHMS; MUTUAL INFORMATION; MUTUAL INFORMATIONS; PREPROCESS; SVM;

E-LEARNING; SEMANTICS; VIRTUAL REALITY;

INFORMATION USE;

EID: 80053003993     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-23456-9_83     Document Type: Conference Paper

References (20)

1. Yang, C., Kevin, Lin H. Y., Chen, H. H.: Writer Meets Reader: Emotion Analysis of Social Media from both the Writer's and Reader's Perspectives. In: Proceedings of Web Intelligence and Intelligent Agent Technologies, pp. 287-290 (2009)
2. Taku, K., Yuji, M.: Use of Support Vector Learning for Chunk Identification. In: Proceedings of Computational Natural Language Learning, pp. 142-144 (2000)
3. Taku, K., Yuji, M.: Chunking with Support Vector Machine. In: Proceedings of North American Chapter of the Association for Computational Linguistics, pp. 192-199 (2001)
4. You, J.M., Chen, K.J.: Automatic Semantic Role Assignment for a Tree Structure. In: Proceedings of SIGHAN Workshop (2004)
5. Chen, K.J., Hsieh, Y.M.: Chinese Treebanks and Grammar Extraction. In: Proceedings of the International Joint Conference on Natural Language, pp. 560-565 (2004)
6. Silva, L.C.D., Ng, P.C.: Bimodal emotion recognition. In: Proceedings of the International Conference on Automatic Face & Gesture Recognition, Grenoble, France, pp. 332-335 (2000)
7. Caridakis, G., Castellano, G., Kessous, L., Raouzaiou, A., Malatesta, L., Asteriadis, S., Karpouzis, K.: Multimodal emotion recognition from expressive faces, body gestures and speech. In: Proceedings of the Artificial Intelligence Applications and Innovations, pp. 375-388 (2007)
8. Goh, C.L., Asahara, M., Matsumoto, Y.: Chinese Word Segmentation by Classification of Characters. International Journal of Computational Linguistics and Chinese Language Processing 10(3), 381-396 (2005)
9. Zhang, H.P., Yu, H.K., Xiong, D.Y., Liu, Q.: HHMM-based Chinese Lexical Analyzer ICTCLAS. In: Proceedings of the Second SIGHAN Workshop on Chinese Language Processing, pp. 187-187 (2003)
10. Asahara, M., Fukuoka, K., Azuma, A., Goh, C.L., Watanabe, Y., Matsumoto, Y., Tsuzuki, T.: Combination of Machine Learning Methods for Optimum Chinese Word Segmentation. In: Proceedings of Fourth SIGHAN Workshop on Chinese Language Processing, pp. 134- 137 (2005)
11. Hearst, M.A.: Support Vector Machine. IEEE Intelligent Systems, 18-28 (1997)
12. Christianini, N., Taylor, J.S.: An Introduction to Support Vector Machines, Cambridge (2000)
13. Nguyen, T., Bass, I., Li, M., Sethi, I.K.: Investigation of Combining SVM and Decision Tree for Emotion Classification. In: Proceedings of IEEE International Symposium on Multimedia (2005)
14. Mihalcea, R., Liu, H.: A corpus-based approach to finding happiness. In: Proceedings of AAAI Spring Symposium on Computational Approaches to Analysing Weblogs, Menlo Park, Calif, pp. 139-144 (2006)
15. Huang, C., Chen, K., Chang, L., Hsu, H.: An Introduction to Academia Sinica Balanced Corpus. In: Proceedings of the 18th Computational Linguistics and Speech Processing, pp. 81-99 (1995)
16. Thayer, R.E.: The Biopsychology of Mood and Arousal. Oxford University Press, Oxford (1989)
17. Yang, C., Lin, K.H.Y., Chen, H.H.: Building Emotion Lexicon from Weblog Corpora. In: Proceedings of 45th Annual Meeting of Association for Computational Linguistics, Prague, Czech Republic, pp.133-136 (2007)
18. Manning, C.D., Schütze, H.: Foundations of Statistical Natural Language Processing. MIT Press, Cambridge (1999)
19. Ahrens, K.: The meaning of double object construction in Chinese. In: Proceedings of the Sixth North American Conference on Chinese Linguistics, pp. 1-14 (1994)
20. Xue, N.: Chinese Word Segmentation as Character Tagging. Proceedings of the International Journal of Computational Linguistics and Chinese, 29-48 (2003)