Abstract
Previous studies on the Politeness Effect show that using politeness strategies in tutorial feedback can have a positive impact on learning (McLaren et al. 2010; Wang and Johnson 2008; Wang et al. 2005). While prior research efforts tried to uncover the mechanism through which the politeness strategies impact the learner, the results were inconclusive. Further, it is unclear how the politeness strategies should adapt over time. In this paper, we analyze the video tapes of participants’ facial expression while interacting with a polite or direct tutor in a foreign language training system. The Facial Action Coding System was then used to analyze the facial expressions. Results show that as social distance decreases over time, polite feedback is received less favorably while the preference for direct feedback increases.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
McLaren, B.M., DeLeeuw, K.E., Mayer, R.E.: A Politeness Effect in Learning with Web-Based Intelligent Tutors. To be Presented at the 2010 American Educational Research Association (AERA) Annual Meeting, Denver, Colorado, April 30 - May 4 (2010)
Wang, N., Johnson, W.L.: The Politeness Effect in Intelligent Foreign Language Tutoring System. In: Woolf, B.P., Aïmeur, E., Nkambou, R., Lajoie, S. (eds.) ITS 2008. LNCS, vol. 5091, pp. 270–280. Springer, Heidelberg (2008)
Wang, N., Johnson, W.L., Mayer, R.E., Rizzo, R., Shaw, E., Collins, H.: The politeness effect: Pedagogical agents and learning gains. In: The 12th International Conference on Artificial Intelligence in Education (2005)
Atkinson, R.K.: Optimizing learning from examples using animated pedagogical agents. Journal of Educational Psychology 94, 416–427 (2002)
Johnson, W.L., Rickel, J., Stiles, R., Munro, A.: Integrating pedagogical agents into virtual environments. Presence 7(5) (1998)
Lester, J., Towns, S.G., Callaway, C.B., Voerman, J.L., FitzGerald, P.J.: Deictic and Emotive Communication in Animated Pedagogical Agents. In: Cassell, J., Prevost, S., Sullivan, J., Churchill, E. (eds.) Embodied Conversational Agents, pp. 123–154. MIT Press, Cambridge (2000)
Moreno, R.: Multimedia Learning with Pedagogical Agents. In: Mayer, R.E. (Hrsg.) The Cambride Handbook of multimedia learning, pp. 507–523. Cambridge University Press, New York (2005)
Baylor, A.L.: The impact of pedagogical agents image on affective outcomes. In: Proc. of the International Conference on Intelligent User Interfaces (2005)
Baylor, A.L., Ryu, J.: Does the presence of image and animation enhance pedagogical agent persona? Journal of Educational Computing Research 28 (2003)
Graesser, A.C., Moreno, K., Marineau, J., Adcock, A., Olney, A., Person, N.: AutoTutor improves deep learning of computer literacy: Is it the dialog or the talking head? In: Hoppe, U., Verdejo, F., Kay, J. (eds.) Proceedings of Artificial Intelligence in Education, pp. 47–54. IOS Press, Amsterdam (2003)
Moreno, R., Mayer, R.E.: Meaningful design for meaningful learning: Applying cognitive theory to multimedia explanations. In: ED-MEDIA 2000 Proceedings, pp. 747–752. AACE Press, Charlottesville (2000)
Moreno, R., Mayer, R.E., Spires, H., Lester, J.: The case for social agency in computer-based teaching: Do students learn more deeply when they interact with animated pedagogical agents? Cognition and Instruction 19, 177–213 (2001)
McLaren, B.M., Lim, S., Yaron, D., Koedinger, K.R.: Can a Polite Intelligent Tutoring System Lead to Improved Learning Outside of the Lab? In: Luckin, R., Koedinger, K.R., Greer, J. (eds.) Proceedings of the 13th International Conference on Artificial Intelligence in Education, pp. 433–440. IOS Press, Amsterdam (2007)
Brown, P., Levinson, S.C.: Politeness: Some universals in language use. Cambridge University Press, New York (1987)
Ekman, P.: Facial expression of emotion. American Psychologist 48, 384–392 (1993)
Ekman, P., Friesen, W.: Facial Action Coding System: A Technique for the Measurement of Facial Movement. Consulting Psychologists Press, Palo Alto (1978)
Ekman, P., Rosenberg, E.L. (eds.): What the face reveals: Basic and applied studies of spontaneous expression using the FACS. Oxford University Press, Oxford (2005)
Bartlett, M., Littlewort, G., Lainscsek, C., Fasel, I., Movellan, J.: Machine learning methods for fully automatic recognition of facial expressions and facial actions. In: IEEE International Conference on Systems, Man & Cybernetics, The Hague, Netherlands, pp. 592–597 (2004)
Bartlett, M.S., Littlewort, G.C., Frank, M.G., Lainscsek, C., Fasel, I., Movellan, J.R.: Automatic recognition of facial actions in spontaneous expressions. Journal of Multimedia 1(6), 22–35 (2006)
Susskind, J.M., Littlewort, G.C., Bartlett, M.S., Movellan, J.R., Anderson, A.K.: Human and Computer Recognition of Facial Expressions of Emotion. Neuropsychologia 45(1), 152–162 (2007)
McDaniel, B.T., D’Mello, S.K., King, B.G., Chipman, P., Tapp, K., Graesser, A.C.: Facial Features for Affective State Detection in Learning Environments. In: McNamara, D.S., Trafton, J.G. (eds.) Proceedings of the 29th Annual Meeting of the Cognitive Science Society, pp. 467–472. Cognitive Science Society, Austin (2007)
Johnson, W.L.: Serious use of a serious game for language learning. In: Luckin, R., et al. (eds.) Artificial Intelligence in Education, pp. 67–74. IOS Press, Amsterdam (2007)
Boekaerts, M.: The On-Line Motivation Questionnaire: A self-report instrument to assess students’ context sensitivity. In: Pintrich, P.R., Maehr, M.L. (eds.) New Directions in Measures and Methods, Series in Advances in Motivation and Achievement, vol. 12, pp. 77–120 (2002)
Littlewort, G., Bartlett, M.S., Lee, K.: Automated measurement of spontaneous facial expressions of genuine and posed pain. In: Proc. International Conference on Multimodal Interfaces (2007)
Wang, N., Gratch, J.: Can Virtual Human Build Rapport and Promote Learning? In: Proc. of The 14th International Conference on Artificial Intelligence in Education (2009)
Ekman, P., Davidson, R.J., Friesen, W.V.: The Duchenne smile: Emotional expression and brain psysiology II. Journal of Personality and Social Psychology 58, 342–353 (1990)
D’Mello, S.K., Picard, R., Graesser, A.C.: Toward an affect-sensitive AutoTutor. IEEE Intelligent Systems 22(4), 53–61 (2007)
Zeng, Z., Pantic, M., Roisman, G.I., Huang, T.S.: A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions. IEEE Transactions on Pattern Analysis and Machine Intelligence 31(1), 39–58 (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Wang, N., Johnson, W.L., Gratch, J. (2010). Facial Expressions and Politeness Effect in Foreign Language Training System. In: Aleven, V., Kay, J., Mostow, J. (eds) Intelligent Tutoring Systems. ITS 2010. Lecture Notes in Computer Science, vol 6094. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13388-6_21
Download citation
DOI: https://doi.org/10.1007/978-3-642-13388-6_21
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-13387-9
Online ISBN: 978-3-642-13388-6
eBook Packages: Computer ScienceComputer Science (R0)