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Transactions on Edutainment VIII pp 12–23Cite as

Exploitation in Context-Sensitive Affect Sensing from Improvisational Interaction

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Part of the book series: Lecture Notes in Computer Science ((TEDUTAIN,volume 7220))

Abstract

Real-time contextual affect sensing from open-ended multithreaded dialogue is challenging but essential for the building of effective intelligent user interfaces. In this paper, we focus on context-based affect detection using emotion modeling in personal and social communication context. It focuses on the prediction both of the improvisational mood of each character and emotional implication in direct related improvisational context during the creative improvisation. Evaluation results indicate that the new developments on contextual affect sensing enabled an affect inspired AI agent to outperform its previous version in affect sensing tasks.

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References

  1. Zhang, L., Gillies, M., Dhaliwal, K., Gower, A., Robertson, D., Crabtree, B.: E-drama: Facilitating Online Role-play using an AI Actor and Emotionally Expressive Characters. International Journal of Artificial Intelligence in Education 19(1), 5–38 (2009)

    Google Scholar 

  2. Zhang, L.: Exploitation on Contextual Affect Sensing and Dynamic Relationship Interpretation. ACM Computer in Entertainment 8(3) (2010)

    Google Scholar 

  3. Sperber, D., Wilson, D.: Relevance: Communication and cognition, 2nd edn. Blackwell, Oxford (1995)

    Google Scholar 

  4. Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotions. Cambridge University Press, Cambridge (1998)

    Google Scholar 

  5. Prendinger, H., Ishizuka, M.: Simulating affective communication with animated agents. In: The Proceedings of Eighth IFIP TC.13 Conference on Human–Computer Interaction, Tokyo, Japan, pp. 182–189 (2001)

    Google Scholar 

  6. Mehdi, E.J., Nico, P., Julie, D., Bernard, P.: Modeling character emotion in an interactive virtual environment. In: Proceedings of AISB 2004 Symposium: Motion, Emotion and Cognition, Leeds, UK (2004)

    Google Scholar 

  7. Gratch, J., And Marsella, S.: A domain-independent framework for modeling emotion. Journal of Cognitive Systems Research 5, 269–306 (2004)

    Article  Google Scholar 

  8. Aylett, A., Louchart, S., Dias, J., Paiva, A., Vala, M., Woods, S., Hall, L.E.: Unscripted Narrative for Affectively Driven Characters. IEEE Computer Graphics and Applications 26(3), 42–52 (2006)

    Article  Google Scholar 

  9. Liu, H., Singh, P.: ConceptNet: A practical commonsense reasoning toolkit. BT Technology Journal 22 (2004)

    Google Scholar 

  10. Shaikh, M.A.M., Prendinger, H., Mitsuru, I.: Assessing Sentiment of Text by Semantic Dependency and Contextual Valence Analysis. In: Paiva, A.C.R., Prada, R., Picard, R.W. (eds.) ACII 2007. LNCS, vol. 4738, pp. 191–202. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  11. Mateas, M.: Interactive Drama, Art and Artificial Intelligence. Ph.D. Thesis. School of Computer Science. Carnegie Mellon University (2002)

    Google Scholar 

  12. 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, Staffordshire University, UK, pp. 164–168 (2002)

    Google Scholar 

  13. Craggs, R., Wood, M.: A Two Dimensional Annotation Scheme for Emotion in Dialogue. In: Proceedings of AAAI Spring Symposium: Exploring Attitude and Affect in Text (2004)

    Google Scholar 

  14. Ptaszynski, M., Dybala, P., Shi, W., Rzepka, R., Araki, K.: Towards Context Aware Emotional Intelligence in Machines: Computing Contextual Appropriateness of Affective States. In: Proceeding of IJCAI 2009 (2009)

    Google Scholar 

  15. López, J.M., Gil, R., García, R., Cearreta, I., Garay, N.: Towards an Ontology for Describing Emotions. In: Lytras, M.D., Damiani, E., Tennyson, R.D. (eds.) WSKS 2008. LNCS (LNAI), vol. 5288, pp. 96–104. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

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Author information

Authors and Affiliations

  1. School of Computing, Engineering and Information Sciences, Northumbria University, Newcastle, UK

    Li Zhang

Authors
  1. Li Zhang
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Editor information

Editors and Affiliations

  1. Hangzhou Normal University, Hangzhou, China

    Zhigeng Pan

  2. National University of Singapore, Singapore

    Adrian David Cheok

  3. University of Education, Weingarten, Germany

    Wolfgang Müller

  4. Athabasca University, AB, Canada

    Maiga Chang

  5. Zhejiang University, Hangzhou, China

    Mingmin Zhang

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© 2012 Springer-Verlag Berlin Heidelberg

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Zhang, L. (2012). Exploitation in Context-Sensitive Affect Sensing from Improvisational Interaction. In: Pan, Z., Cheok, A.D., Müller, W., Chang, M., Zhang, M. (eds) Transactions on Edutainment VIII. Lecture Notes in Computer Science, vol 7220. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31439-1_2

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  • DOI: https://doi.org/10.1007/978-3-642-31439-1_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31438-4

  • Online ISBN: 978-3-642-31439-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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