Recognizing emotion presence in natural language sentences

Communications in Computer and Information Science

Volumn 384, Issue , 2013, Pages 30-39

  Perikos, Isidoros ^a   Hatzilygeroudis, Ioannis ^a  

^a UNIVERSITY OF PATRAS   (Greece)

Author keywords

Affective computing; Emotion recognition; Human computer interaction; Natural language processing; Sentiment analysis

Indexed keywords

CHARACTER RECOGNITION; HUMAN COMPUTER INTERACTION;

AFFECTIVE COMPUTING; EMOTION RECOGNITION; FACIAL EXPRESSIONS; HUMAN COMMUNICATIONS; NATURAL LANGUAGE PROCESSING; RECOGNIZING EMOTIONS; SENTENCE STRUCTURES; SENTIMENT ANALYSIS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84885162136     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-41016-1_4     Document Type: Article

References (18)

1. Alm, C.O., Roth, D., Sproat, R.: Emotions from text: machine learning for text-based emotion prediction. In: Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing, pp. 579-586 (2005)
2. Brilis, S., Gkatzou, E., Koursoumis, A., Talvis, K., Kermanidis, K.L., Karydis, I.: Mood Classification Using Lyrics and Audio: A Case-Study in Greek Music. In: Iliadis, L., Maglogiannis, I., Papadopoulos, H., Karatzas, K., Sioutas, S. (eds.) AIAI 2012 Workshops, Part II. IFIP AICT, vol. 382, pp. 421-430. Springer, Heidelberg (2012)
3. Calvo, R.A., D'Mello, S.: Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications. IEEE Transactions on Affective Computing 1(1), 18-37 (2010)
4. De Marneffe, M.C., MacCartney, B., Manning, C.D.: Generating typed dependency parses from phrase structure parses. In: Proceedings of LREC, vol. 6, pp. 449-454 (2006)
5. Dictionary, Oxford English. Oxford english dictionary (2008)
6. Ekman, P.: Basic emotions. In: Handbook of cognition and emotion, pp. 45-60 (1999)
7. Esuli, A., Sebastiani, F.: Sentiwordnet: A publicly available lexical resource for opinion mining. In: Proceedingsof LREC, vol. 6, pp. 417-422 (2006)
8. Katsionis, G., Virvou, M.: Adapting OCC theory for affect perception in educational software. In: The 11th International Conference on Human-Computer Interaction (2005)
9. Neviarouskaya, A., Prendinger, H., Ishizuka, M.: Textual affect sensing for sociable and expressive online communication. In: Paiva, A.C.R., Prada, R., Picard, R.W. (eds.) ACII 2007. LNCS, vol. 4738, pp. 218-229. Springer, Heidelberg (2007)
10. Ortony, A., Clore, G., Collins, A.: The Cognitive Structure of Emotions. Cambridge University Press, Cambridge (1988)
11. Osherenko, A., André, E.: Lexical affect sensing: Are affect dictionaries necessary to analyze affect? In: Paiva, A.C.R., Prada, R., Picard, R.W. (eds.) ACII 2007. LNCS, vol. 4738, pp. 230-241. Springer, Heidelberg (2007)
12. Picard, R.: Affective Computing. The MIT Press, Cambridge (1997)
13. Santos, O.C., Boticario, J.G., Arevalillo-Herraez, M., Saneiro, M., Cabestrero, R., del Campo, E., Salmeron-Majadas, S.: MAMIPEC-Affective Modeling in Inclusive Personalized Educational Scenarios. In: Bulletin of the IEEE Technical Committee on Learning Technology, vol. 14(4), p. 35 (2007)
14. Schmid, H.: Probabilistic Part-of-Speech Tagging Using Decision Trees. In: Proceedings of the International Conference on New Methods in Language Processing, pp. 44-49 (1994)
15. Shanahan, J.G., Qu, Y., Wiebe, J.: Computing attitude and affect in text: theory and applications, vol. 20. Springer (2006)
16. Shen, L., Wang, M., Shen, R.: Affective e-learning: Using "emotional" data to improve learning in pervasive learning environment. Educational Technology & Society 12(2), 176-189 (2009)
17. Strapparava, C., Valitutti, A.: WordNet-Affect: an affective extension of WordNet. In: Proceedings of LREC, vol. 4, pp. 1083-1086 (2004)
18. Zhe, X., Boucouvalas, A.C.: Text-to-emotion engine for real time internet communication. In: Proceedings of International Symposium on Communication Systems, Networks and DSPs, pp. 164-168 (2002)