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On the effectiveness of Robot-Assisted Language Learning

  • Sungjin Lee (a1), Hyungjong Noh (a2), Jonghoon Lee (a3), Kyusong Lee (a4), Gary Geunbae Lee (a5), Seongdae Sagong (a6) and Munsang Kim (a7)...
Abstract

This study introduces the educational assistant robots that we developed for foreign language learning and explores the effectiveness of robot-assisted language learning (RALL) which is in its early stages. To achieve this purpose, a course was designed in which students have meaningful interactions with intelligent robots in an immersive environment. A total of 24 elementary students, ranging in age from ten to twelve, were enrolled in English lessons. A pre-test/post-test design was used to investigate the cognitive effects of the RALL approach on the students’ oral skills. No significant difference in the listening skill was found, but the speaking skills improved with a large effect size at the significance level of 0.01. Descriptive statistics and the pre-test/post-test design were used to investigate the affective effects of RALL approach. The result showed that RALL promoted and improved students’ satisfaction, interest, confidence, and motivation at the significance level of 0.01.

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Ahn, D. H.Chung, M. (2004) One-Pass Semi-Dynamic Network Decoding Using a Subnetwork Caching Model for Large Vocabulary Continuous Speech Recongnition. IEICE TRANSACTIONS on Information and Systems, 87(5): 11641174.
Bobrow, D. G., Kaplan, R. M., Kay, M., Norman, D. A., Thompson, H.Winograd, T. (1977) GUS, a frame-driven dialog system. Artificial intelligence, 8(2): 155173.
Bohus, D.Rudnicky, A. I. (2005) Constructing accurate beliefs in spoken dialog systems. In: 2005 IEEE Workshop on Automatic Speech Recognition and Understanding. San Juan, Puerto Rico, 272277.
Bohus, D.Rudnicky, A. I. (2006) A K hypotheses + other belief updating model. In: AAAI Workshop on Stochastic Methods in Spoken Dialog Systems. Boston: MA.
Bohus, D.Rudnicky, A. I. (2009) The RavenClaw dialog management framework: Architecture and systems. Computer Speech and Language, 23(3): 332361.
Brown, G. (1986) Investigating listening comprehension in context. Applied Linguistics, 7(3): 284.
Brown, G.Yule, G. (1983) Discourse analysis. Cambridge: Cambridge Univ Press.
Brusk, J., Wik, P.Hjalmarsson, A. (2007) DEAL: A Serious Game for CALL Practicing Conversational Skills in the Trade Domain. In: The Proceedings of SlaTE-Workshop on Speech and Language Technology in Education. Pennsylvania, USA.
Bryan, S. (2005) The relationship between negotiated interaction, learner uptake, and lexical acquisition in task-based computer-mediated communication. Tesol Quarterly, 39(1): 3358.
Burton, R. R. (1976) Semantic grammar: a technique for efficient language understanding in limited domains. PhD Dissertation, University of California, Irvine.
Byrne, D. (1986) Teaching Oral English. Harlow: Longman.
Carroll, D. W. (2003) Psychology of Language (4 ed.). Belmont, CA: Wadsworth Publishing.
Cowley, S. J.MacDorman, K. (1995) Simulating convesations: The communion game. AI & Society, 9(2): 116137.
Cronbach, L. J. (1951) Coefficient alpha and the internal structure of tests. Psychometrika, 16(3): 297334.
Dalby, J.Kewley-Port, D. (2005) Explicit pronunciation training using automatic speech recognition technology. In: Yong, Z. (ed.), Research in technology and second language education: developments and directions. Connecticut: Information Age Publishing, 379.
Dasarathy, B. V. (1990) Nearest neighbor (NN) norms: NN pattern classification techniques. Los Alamitos: IEEE Computer Society Press.
Friedman, B., Kahn, P. H. Jr.Hagman, J. (2003) Hardware companions?: What online AIBO discussion forums reveal about the human-robotic relationship. In: Proceedings of the SIGCHI conference on Human factors in computing systems, 273280.
Fujita, M. (2001) AIBO: Toward the era of digital creatures. The International Journal of Robotics Research, 20(10): 781.
Garrod, S. (1986) Language comprehension in context: A psychological perspective. Applied Linguistics, 7(3): 226.
Goronzy, S. (2002) Robust adaptation to non-native accents in automatic speech recognition. New York: Springer-Verlag New York Inc.
Han, J., Jo, M., Park, S.Kim, S. (2005) The educational use of home robots for children. In: IEEE International Workshop on Robot and Human Interactive Communication, 2005. ROMAN 2005, 378383.
Handley, Z. (2009) Is text-to-speech synthesis ready for use in computer-assisted language learning? Speech Communication, 51(10): 906919.
Heift, T.Nicholson, D. (2001) Web delivery of adaptive and interactive language tutoring. International Journal of Artificial Intelligence in Education, 12(4): 310324.
Heift, T., Schulze, M. (2007) Errors and Intelligence in CALL. Parsers and Pedagogues. New York: Routledge.
Hinde, R. A. (1987) Individuals, relationships & culture: Links between ethology and the social sciences. New York: Cambridge Univ Press.
Johnson, H. (1992) Defossilizing. ELT Journal, 46(2): 180.
Kanda, T., Hirano, T., Eaton, D.Ishiguro, H. (2004) Interactive robots as social partners and peer tutors for children: A field trial. Human-Computer Interaction, 19(1): 6184.
Krashen, S. D. (1985) The input hypothesis: Issues and implications. New York: Longman.
Krashen, S. D. (2003) Explorations in language acquisition and use: The Taipei lectures. TESL-EJ, 7(2): 96.
Kutner, M., Nachtsheim, C., Neter, J.Li, W. (2004) Applied Linear Statistical Models (5th ed.). New York: McGraw-Hill/Irwin.
Lafferty, J., McCallum, A.Pereira, F. (2001) Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In: International Conference on Machine Learning. Williams College, Williamstown, MA, USA, 282289.
Lai, C., Fei, F.Roots, R. (2008) The Contingency of Recasts and Noticing. CALICO Journal, 26(1): 21.
Lai, C.Zhao, Y. (2006) Noticing and text-based chat. Language Learning & Technology, 10(3): 102120.
Lee, C., Jung, S., Kim, S.Lee, G. G. (2009) Example-based dialog modeling for practical multi-domain dialog system. Speech Communication, 51(5): 466484.
Lee, S., Lee, C., Lee, J., Noh, H.Lee, G. G. (2010) Intention-based Corrective Feedback Generation using Context-aware Model. In: Proceedings of International Conference on Computer Supported Education, Valencia, Spain.
Leggetter, C. J.Woodland, P. C. (1995) Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models. Computer speech and language, 9(2): 171.
Liang, A.McQueen, R. J. (1999) Computer Assisted Adult Interactive Learning in a Multi-Cultural Environment. Adult Learning, 11(1): 2629.
Loewen, S.Erlam, R. (2006) Corrective feedback in the chatroom: An experimental study. Computer Assisted Language Learning, 19(1): 114.
Long, M. H. (2000) Focus on form in task-based language teaching. In: Language policy and pedagogy: Essays in honor of A. Ronald Walton. Amsterdam: John Benjamins Publishing Company, 179192.
Masgoret, A. M.Gardner, R. C. (2003) Attitudes, Motivation, and Second Language Learning: A Meta-Analysis of Studies Conducted by Gardner and Associates. Language Learning, 53(S1): 167210.
Morton, H.Jack, M. A. (2005) Scenario-based spoken interaction with virtual agents. Computer Assisted Language Learning, 18(3): 171191.
Nagata, N. (2002) BANZAI: An application of natural language processing to web-based language learning. CALICO Journal, 19(3): 583600.
Neri, A., Cucchiarini, C.Strik, H. (2001) Effective feedback on L2 pronunciation in ASR-based CALL. In: Proceedings of the workshop on Computer Assisted Language Learning, Artificial Intelligence in Education Conference. San Antonio, Texas, 4048.
Oh, Y. R., Yoon, J. S.Kim, H. K. (2007) Acoustic model adaptation based on pronunciation variability analysis for non-native speech recognition. Speech Communication, 49(1): 5970.
Paul, D. B.Baker, J. M. (1992) The design for the Wall Street Journal-based CSR corpus. In: Proceedings of the workshop on Speech and Natural Language. Harriman, NY, 357362.
Petersen, K. A. (2010) Implicit Corrective Feedback in Computer-Guided Interaction: Does Mode Matter? PhD Disserton, Georgetown University.
Ramshaw, L. A.Marcus, M. P. (1995) Text chunking using transformation-based learning. In: Proceedings of the Third ACL Workshop on Very Large Corpora. Cambridge, Massachusetts, USA: MIT, 8294.
Ratnaparkhi, A. (1998) Maximum entropy models for natural language ambiguity resolution. PhD thesis, University of Pennsylvania.
Raux, A.Eskenazi, M. (2004) Using task-oriented spoken dialogue systems for language learning: potential, practical applications and challenges. In: InSTIL/ICALL Symposium, Venice, Italy, 2004.
Roed, J. (2003) Language learner behaviour in a virtual environment. Computer Assisted Language Learning, 16(2): 155172.
Rosnow, R. L.Rosenthal, R. (2007) Beginning behavioral research: A conceptual primer (6 ed.). Upper Saddle River, NJ: Prentice Hall.
Sachs, R.Suh, B. (2007) Textually enhanced recasts, learner awareness, and L2 outcomes in synchronous computer-mediated interaction. In: Conversational interaction in second language acquisition: A collection of empirical studies. Oxford: Oxford University Press, 197227.
Schmidt, R. W. (2001) Attention. In: Cognition and second language instruction. Cambridge: Cambridge University Press, 332.
Schneider, D.McCoy, K. F. (1998) Recognizing syntactic errors in the writing of second language learners. In: Proceedings of the 17th international conference on Computational linguistics-Volume 2. Montreal, Canada, 11981204.
Seneff, S., Wang, C.Zhang, J. (2004) Spoken conversational interaction for language learning. In: InSTIL/ICALL Symposium, Venice, Italy, 2004.
Shieber, S. M. (1986) An introduction to unification-based approaches to grammar. CSLI Lecture Notes No. 4, CSLI, Stanford.
Smith, B. (2004) Computer-mediated negotiated interaction and lexical acquisition. Studies in Second Language Acquisition, 26(03): 365398.
Swain, M. (1985) Communicative competence: Some roles of comprehensible input and comprehensible output in its development. Input in second language acquisition, 15: 165179.
Wada, K., Shibata, T., Saito, T.Tanie, K. (2002) Analysis of factors that bring mental effects to elderly people in robot assisted activity. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2002. (Vol. 2:1152–1157).
Yi, H.Majima, J. (1993) The teacher-learner relationship and classroom interaction in distance learning: A case study of the Japanese language classes at an American high school. Foreign Language Annals, 26(1): 2130.
Zavaliagkos, G., Schwartz, R.McDonough, J. (1996) Maximum a posteriori adaptation for large scale HMM recognizers. In: IEEE International Conference on Acoustics, Speech and Signal Processing. Atlanta, Georgia, 725728.
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