Emotion recognition in texts for user model augmenting

作者: Linda Barros , Pilar Rodríguez , Alvaro Ortigosa

DOI: 10.1145/2379636.2379680

关键词:

摘要: There are different application domains that would benefit from an approach able to automatically identify emotions in texts. In this paper we propose improve existing systems with the ability of identifying levels user The improvement can arise either additional knowledge about interacting system (augmenting model), or supporting evaluation selection text be delivered by through system. is validated analysis well-known literary works, as well semi-formal Context application, conclusions and future works also discussed.

参考文章(16)
Roberto Valenti, Aitor Azcarate, Koen van de Sande, Automatic facial emotion recognition ,(2005)
Anders Friberg, A fuzzy analyzer of emotional expression in music performance and body motion Music and Music Science, Stockholm 2004. ,(2005)
Andrew Ortony, Allan Collins, Gerald L. Clore, The Cognitive Structure of Emotions ,(1988)
Pilar Rodriguez, Alvaro Ortigosa, Rosa M. Carro, Extracting Emotions from Texts in E-Learning Environments 2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems. pp. 887- 892 ,(2012) , 10.1109/CISIS.2012.192
Björn Schuller, Anton Batliner, Stefan Steidl, Dino Seppi, Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge Speech Communication. ,vol. 53, pp. 1062- 1087 ,(2011) , 10.1016/J.SPECOM.2011.01.011
Sidney K. D’Mello, Arthur Graesser, Multimodal semi-automated affect detection from conversational cues, gross body language, and facial features User Modeling and User-adapted Interaction. ,vol. 20, pp. 147- 187 ,(2010) , 10.1007/S11257-010-9074-4
Michalis Feidakis, Thanasis Daradoumis, Santi Caballe, Emotion Measurement in Intelligent Tutoring Systems: What, When and How to Measure intelligent networking and collaborative systems. pp. 807- 812 ,(2011) , 10.1109/INCOS.2011.82
Xia Mao, Zheng Li, Implementing emotion-based user-aware e-learning Proceedings of the 27th international conference extended abstracts on Human factors in computing systems - CHI EA '09. pp. 3787- 3792 ,(2009) , 10.1145/1520340.1520572