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From a perspective on foreign language learning anxiety to develop an affective tutoring system

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Abstract

According to Krashen’s affective filter hypothesis, students who are highly motivated have their self-consciousness. When they enter a learning context with a low level of anxiety, they are much more likely to become successful language acquirers than those who do not. Affective factors such as motivation, attitude, and anxiety, have a direct impact on foreign language acquisition. Horwitz et al. (1986) mentioned that many language learners feel anxious when learning foreign languages. Thus, this study recruits 100 college students to fill out the Foreign Language Classroom Anxiety Scale to investigate language learning anxiety. Then, this study designs and develops an affective tutoring system to conduct an empirical study. The study aimed to improve students’ learning interest and provide adequate feedback by recognizing their emotional states during their learning processes. It is expected to enhance learners’ motivation and interest via affective instructional design. Improve their learning performance by doing so.

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References

  • Aida, Y. (1994). Examination of Horwitz, Horwitz, and Cope’s construct of foreign language anxiety: The case of students of Japanese. The Modern Language Journal, 78(2), 155–168.

    Article  Google Scholar 

  • Ammar, M. B., Neji, M., Alimi, A. M., & Gouardères, G. (2010). The Affective Tutoring System. Expert Systems with Applications, 37, 3013–3023.

    Article  Google Scholar 

  • Arnold, J., & Brown, H. D. (1999). A map of the terrain. Affect In Language Learning, 372, 1.

    Google Scholar 

  • Bancroft, W. J. (2005). Suggestopedia and Language. London: Routledge.

    Google Scholar 

  • Brooke, J. (1996). SUS: A quick and dirty usability scale. In P. Jordan, B. Thomas, B. Weerdmeester, & I. McClelland (Eds.), Usability evaluation in industry (pp. 189–194). London: Taylor & Francis.

    Google Scholar 

  • Brown, H. D. (2006). Principles of Language Learning and Teaching (5th ed.). New York: Pearson ESL.

    Google Scholar 

  • Chamot, A. U., O’Malley, J. M., & Impink-Hernandez, M. V. (1987). A study of learning strategies in foreign language instruction: first year report. Rosslyn: VA: interstate Research Associates.

    Google Scholar 

  • Chaudron, C. (2001). Progress in language classroom research: Evidence from The Modern Language Journal, 1916–2000. The Modern Language Journal, 85, 57–76.

    Article  Google Scholar 

  • D’Mello, S. K., Craig, S. D., Gholson, B., Franklin, S., Picard, R., & Graesser, A. C. (2005). Integrating affect sensors in an intelligent tutoring system. In Affective Interactions: The Computer in the Affective Loop Workshop at 2005 International Conference on Intelligent User Interfaces (pp. 7–13). New York: AMC Pess.

  • Dowling, W. J. (1993). Procedural and declarative knowledge in music cognition and education. In T. J. Tighe & W. J. Dowling (Eds.), Psychology and music: The understanding of melody and rhythm (pp. 5–18). Hillsdale, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Ekman, P., & Friesen, W. V. (1971). Constants across cultures in the face and emotion. Journal of Personality and Social Psychology, 17(2), 124–129.

    Article  Google Scholar 

  • Gardner, H. (1993). Multiple intelligences: The theory in practice. New York: Basic Books.

    Google Scholar 

  • Gardner, H. (1999). Intelligence reframed. New York: Basic Books.

    Google Scholar 

  • Gardner, H. (2011). Frames of mind: The theory of multiple intelligences. New York: Basic Books.

    Google Scholar 

  • Gardner, R. C., & Lambert, W. E. (1985). Attitudes and motivation in L2 learning. Rowley, MA: Newbury House.

    Google Scholar 

  • Giles, M. M. (1991). A little background music please (pp. 41–44). Alexandria: Principal Magazine.

    Google Scholar 

  • Graesser, A. C., D’Mello, S., & Person, N. K. (2009). Metaknowledge in tutoring. Mahwah, NJ: Taylor & Francis.

    Google Scholar 

  • Horwitz, E. K., Horwitz, M. B., & Cope, J. (1986). Foreign language classroom anxiety. Modern Language Journal, 70(2), 125–132.

    Article  Google Scholar 

  • Hsu, K. C., Lin, K. H. C., Lin, I. L., & Lin, J. W. (2014). The design and evaluation of an affective tutoring system. Journal of Internet Technology, 15(4), 533–542. doi:10.6138/jit.2014.15.4.04:.

    Google Scholar 

  • Jensen, E. (1998). Teaching with the brain in mind. Alexandria: Association for Supervision and Curriculum Deve.

    Google Scholar 

  • Koedinger, K. R., & Corbett, A. (2006). Cognitive tutors: Technology bringing learning science to the classroom. New York: Cambridge University Press.

    Google Scholar 

  • Kort, B., Reilly, R., & Picard, R. (2001). An affective model of interplay between emotions and learning: Reengineering educational pedagogy building a learning companion. Paper presented at the IEEE international conference on advanced learning technology: Issues, achievements and challenges

  • Krashen, Stephen D. (1987). Principles and practice in second language acquisition. New Jersey: Prentice-Hall International.

    Google Scholar 

  • Krashen, Stephen D. (1988). Second language acquisition and second language learning. New Jersey: Prentice-Hall International.

    Google Scholar 

  • Krinis, A. (2007). Foreign Language Anxiety. Retrieved June 20, 2013, from the World Wide Web at http://www.docstoc.com/docs/75937991/PRAKTIKA—FOREIGN-LANGUAGE-ANXIETY.

  • Kurahachi, Junko. (1991). A study of affective factors in a foreign language learning. Studies in sociology, psychology and education., 33, 17–25.

    Google Scholar 

  • Lin, H. C. K., Chen, N. S., Sun, R. T., & Tsai, I. H. (2014). Usability of affective interfaces for a digital arts tutoring system. Behaviour and Information Technology, 33(2), 105–116. doi:10.1080/0144929X.2012.702356.

    Article  Google Scholar 

  • Lin, H. C. K., Wang, C. H., Chao, C. J., & Chien, M. K. (2012). Employing textual and facial emotion recognition to design an affective tutoring system. Turkish Online Journal of Educational Technology-TOJET, 11(4), 418–426.

    Google Scholar 

  • Lozanov, G. (2004). Suggestology (Vol. 2). London: Routledge.

    Google Scholar 

  • MacIntyre, P. D., & Gardner, R. C. (1991). Language anxiety: Its relationship to other anxieties and to processing in native and second languages. Language Learning, 41(4), 513–534.

    Article  Google Scholar 

  • Mao, X., & Li, Z. (2009). Implementing emotion-based user-aware e-learning. In CHI’09 Extended Abstracts on Human Factors in Computing Systems (pp. 3787–3792). ACM doi:10.1145/1520340.1520572.

  • McGinn, L., Stokes, J., & Trier, A. (2005). Does music affect language acquisition?. Paper presented at TESOL, San Antonio, TX

  • Mitrovic, A., McGuigan, N., Martin, B., Suraweera, P., Milik, N., & Holland, J. (2008). Authoring constraint-based tutors in ASPIRE: a case study of a capital investment tutor. Paper presented at the World Conference on Educational Multimedia, Hypermedia and Telecom-munications, AACE, Chesapeake, VA.

  • Mori, Y., & Mori, J. (2011). A Language in focus—Review of recent research (2000–2010) on learning and instruction with specific reference to L2 Japanese. Language Teaching, 44(4), 447–484. doi:10.1017/S0261444811000292.

    Article  Google Scholar 

  • Naiman, N. (Ed.). (1996). The good language learner (Vol. 4). Multilingual Matters.

  • Oxford, R. L. (1990). Language learning strategies: What every teacher should know. New York: Newbury House.

    Google Scholar 

  • Picard, R. (1997). Affective computing. Cambridge, MA.: The MIT Press.

    Book  Google Scholar 

  • Pintrich, P. R., Smith, D. A. F., Garcia, T., & Mckeachie, W. J. (1993). Reliability and predictive validity of the motivated strategies for learning questionnaire (MSLQ). Educational and Psychological Measurement, 53, 801–813.

    Article  Google Scholar 

  • Pour, P. A., Hussain, M. S., AlZoubi, O., D’Mello, S., & Calvo, R. A. (2010). The impact of system feedback on learners’ affective and physiological states. In Intelligent Tutoring Systems (pp. 264–273). Springer Berlin Heidelberg.

  • Rauscher, F. H., Shaw, G. L., Levine, L. J., Ky, K. N., & Wright, E. L. (1993). Music and spatial task performance. Nature, 365, 611.

    Article  Google Scholar 

  • Rodgers, T. S. (2014). Approaches and methods in language teaching. New York: Cambridge University Press.

    Google Scholar 

  • Sarrafzadeh, A., Alexander, A., Dadgostar, F., Fan, C., & Bigdeli, A. (2008). How do you know that I don’t understand? A look at the future of intelligent tutoring systems. Computers in Human Behavior, 24(4), 1342–1363.

    Article  Google Scholar 

  • Scovel, T. (1978). The effect of affect on foreign language learning: A review of the anxiety research. Language Learning, 28(1), 129–142.

    Article  Google Scholar 

  • Spielberger, C. D. (1983). Manual for the state-trait anxiety inventory. Palo Alto, CA: Consulting Psychologists Press.

    Google Scholar 

  • Tsai, I. H., Lin, H. C. K., & Sun, R. T. (2010). Affective computing by emotion inference and advanced semantic analysis. Journal of Internet Technology, 11(5), 691–698.

    Google Scholar 

  • VanLehn, K. (2006). The Behavior of Tutoring Systems. International Journal of Artificial Intelligence in Education, 16 (3), 227–265. http://iospress.metapress.com/content/AL6R85MM7C6QF7DR.

  • Wang, C. Y., Chen, G. D., Liu, C. C., & Liu, B. J. (2009). Design an empathic virtual human to encourage and persuade learners in e-learning systems. In Proceedings of the First ACM International Workshop on Multimedia Technologies for Distance Learning (pp. 27–32). ACM.

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Correspondence to Ching-Ju Chao.

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Lin, HC.K., Chao, CJ. & Huang, TC. From a perspective on foreign language learning anxiety to develop an affective tutoring system. Education Tech Research Dev 63, 727–747 (2015). https://doi.org/10.1007/s11423-015-9385-6

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