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Is It Beneficial to Use AI Chatbots to Improve Learners’ Speaking Performance?

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초록

This study focused on analyzing how different interactions (face-to-face chatting and chatting with AI chatbots) may affect speaking skills. In order to examine whether using AI chatbots can be beneficial for improving speaking task performances, 110 participants were divided into three groups: a face-to-face chatting, AI text-chatting, and AI voice-chatting group. They were assigned three speaking tasks that involved describing a picture, responding to questions, and expressing an opinion, which they did both before and after the experiments. Based on the analysis of quantitative data, the findings of the study indicated that both AI groups improved their speaking performance after the experiment while there were mixed results from the face-to-face interactions. It was found that the participants in the face-to-face group improved significantly better in responding to questions and expressing an opinion while no significant differences were revealed in the describing a picture task. With respect to the effects of using AI chatbots, there were no significant differences in the two speaking tasks (describe a picture and respond to questions) between the three groups. However, the comparative analysis of the three different interaction modes suggested that the AI voice-chatting pairs outperformed in terms of their speaking performance task (expressing an opinion) compared with the face-to-face and AI text-chatting groups. Regarding students’ perspectives, descriptive statistics and selected student interviews were reported. Based on the findings of the current study, pedagogical implications and directions for future research are also suggested.

Abstract

This study focused on analyzing how different interactions (face-to-face chatting and chatting with AI chatbots) may affect speaking skills. In order to examine whether using AI chatbots can be beneficial for improving speaking task performances, 110 participants were divided into three groups: a face-to-face chatting, AI text-chatting, and AI voice-chatting group. They were assigned three speaking tasks that involved describing a picture, responding to questions, and expressing an opinion, which they did both before and after the experiments. Based on the analysis of quantitative data, the findings of the study indicated that both AI groups improved their speaking performance after the experiment while there were mixed results from the face-to-face interactions. It was found that the participants in the face-to-face group improved significantly better in responding to questions and expressing an opinion while no significant differences were revealed in the describing a picture task. With respect to the effects of using AI chatbots, there were no significant differences in the two speaking tasks (describe a picture and respond to questions) between the three groups. However, the comparative analysis of the three different interaction modes suggested that the AI voice-chatting pairs outperformed in terms of their speaking performance task (expressing an opinion) compared with the face-to-face and AI text-chatting groups. Regarding students’ perspectives, descriptive statistics and selected student interviews were reported. Based on the findings of the current study, pedagogical implications and directions for future research are also suggested.

참고문헌 (35)

  1. Atwell, E., "The language machine: The impact of speech and language technologies on English language teaching" (1999), British Council
  2. Azwary, F., "Question answering system berbasis artificial intelligence markup language sebagai media informasi", Klik-Kumpulan Jurnal Ilmu Komputer, 3(1), pp.48~60 (2016)
  3. Brandtzæg, P. B., "Chatbots : Changing user needs and motivations", Interactions, 25(5), pp.38~43 (2018)
  4. Bull, S., "Promoting effective learning strategy use in CALL", Computer Assisted Language Learning, 10(1), pp.3~39 (1997)
  5. Coniam, D., "Evaluating the language resources of chatbots for their potential in English as a second language", ReCALL, 20(1), pp.98~116 (2008)
  6. Dodigovic, M., "Artificial intelligence and second language learning : An efficient approach to error remediation", Language Awareness, 16(2), pp.99~113 (2007)
  7. Fryer, L., "Bots as language learning tools", Language Learning & Technology, 10(3), pp.8~14 (2006)
  8. Ghareeb Ahmed Ali, S., "Using an artificial intelligence application for developing primary school pupils’ oral language skills", Journal of Education, 75, pp.67~110 (2020)
  9. Goda, Y., "Conversation with a chatbot before an online EFL group discussion and the effects on critical thinking", The Journal of Information and Systems in Education, 13(1), pp.1~7 (2014)
  10. 한종임, "The Effects of Post-Task CMC Activities and Task Types on Korean EFL Learners’ Oral Performance", 영상영어교육, 17(2), pp.107~133 (2016), 영상영어교육학회[DOI]
  11. Haristiani, N., "Artificial intelligence (AI) chatbot as language learning medium: An inquiry", Proceedings of International Conference on Education, Science and Technology 2019, pp.1~6 (2019)
  12. Haristiani, N., "Gengobot : A chatbot-based grammar application on mobile instant messaging as language learning medium", Journal of Engineering Science and Technology, 14(6), pp.3158~3173 (2019)
  13. "Freudbot: An investigation of chatbot technology in distance education" (2005)[URL]
  14. Hill, J., "Real conversations with artificial intelligence : A comparison between human–human online conversations and human-chatbot conversations", Computers in Human Behavior, 49, pp.245~250 (2015)
  15. Hong, Z. W., "Authoring robot-assisted instructional materials for improving learning performance and motivation in EFL classrooms", Journal of Educational Technology & Society, 19(1), pp.337~349 (2016)
  16. Huang, J., "Extracting chatbot knowledge from online discussion forums", Proceedings of the Twentieth International Joint Conference on Artificial Intelligence, pp.423~428 (2007)
  17. Hussin, A. A., "Education 4. 0 made simple : Ideas for teaching", International Journal of Education and Literacy Studies, 6(3), pp.92~98 (2018)
  18. 김혜숙, "Impact of Mobile Interactions With AI on Writing Performance", 현대영어교육, 21(2), pp.1~13 (2020), 현대영어교육학회[DOI]
  19. 김나영, "Effects of Voice Chat on EFL Learners’ Speaking Ability according to Proficiency Levels", 멀티미디어 언어교육, 19(4), pp.63~88 (2016), 한국멀티미디어언어교육학회[DOI]
  20. 김나영, "Effects of Different Types of Chatbots on EFL Learners' Speaking Competence and Learner Perception", 비교문화연구, 48, pp.223~252 (2017), 비교문화연구소[DOI]
  21. 김나영, "Future English Learning: Chatbots and Artificial Intelligence", 멀티미디어 언어교육, 22(3), pp.32~53 (2019), 한국멀티미디어언어교육학회[DOI]
  22. Levy, M., "Mobile learning: A handbook for educators and trainers", pp.76~83 (2005), Taylor and Francis
  23. Levy, M., "CALL dimensions: Options and issues in computer-assisted language learning" (2006), Erlbaum
  24. 박종향, "인공지능기술과 인공지능교사에 대한 인식 분석: 초·중·고등학생의 관점에서", 한국교원교육연구, 34(2), pp.169~192 (2017), 한국교원교육학회[DOI]
  25. Rubesch, T., "Interactive competence in student use of a conversational agent", Studies in Linguistics and Language Teaching, 24, pp.157~172 (2013)
  26. Shawar, B. A., "Integrating CALL systems with chatbots as conversational partners", Computación y Sistemas, 21(4), pp.615~626 (2017)
  27. Shawar, B. A., "Using corpora in machine-learning chatbot systems", International Journal of Corpus Linguistics, 10(4), pp.489~516 (2005)
  28. Smith, B., "Computer-mediated negotiated interaction and lexical acquisition", Studies in Second Language Acquisition, 26, pp.365~398 (2004)
  29. Smith, B., "Methodological hurdles in captures CMC data : The case of the missing self-repair", Language Learning & Technology, 12(1), pp.85~103 (2008)
  30. van Rosmalen, P., "Towards a gamechatbot: Extending the interaction in serious games", Proceedings of 6th European Conference on Games Based Learning (2012)
  31. Walker, A., "Technology enhanced language learning: Connecting theory and practice" (2013), Oxford University Press
  32. Wang, Y. F., "Using learning analytics to understand the design of an intelligent language tutor – Chatbot Lucy", Editorial Preface, 4(11), pp.124~131 (2013)
  33. Yanguas, Í., "Oral computer-mediated interaction between L2 learners: It’s about time!", Language Learning & Technology, 14(3), pp.72~93 (2010)
  34. 윤서영, "Student Readiness for AI Instruction: Perspectives on AI in University EFL Classrooms", 멀티미디어 언어교육, 22(4), pp.134~160 (2019), 한국멀티미디어언어교육학회[DOI]
  35. Zakos, J., "CLIVE – An artificially intelligent chat robot for conversational language practice", Proceedings of 5th Hellenic Conference on Artificial Intelligence, pp.437~442 (2008), Springer

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