IJMECS Vol. 18, No. 1, 8 Feb. 2026
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Rhetorical Art, Artificial Intelligence, Argumentative Literacy, Large Language Models, Debate, ChatGPT, Rhetoric Educational Clubs
This study delves into the interface between Rhetoric and Artificial Intelligence, with a specific focus on ChatGPT's ability to engage in argumentative dialogues and its potential educational applications. Specifically, the study aims to investigate the feasibility of conducting argumentative dialogues in English between users and ChatGPT, identify suitable instructions that facilitate a flowing debate, and assess the tool's ability to judge and determine the debate's winner. The study's findings indicate that ChatGPT can effectively participate in rhetorical competitions with the provision of specific instructions. While the tool demonstrates proficiency in generating relevant and logical arguments and counterarguments, it faces challenges in sustaining the topic's relevance throughout extended debates unless it assumes a judging role. Moreover, despite occasional violations of the rules of debate, its potential in pedagogical argumentation competitions remains promising. The results of the present research show that ChatGPT can participate in debates with specific rules. This finding suggests that ChatGPT can be used during training sessions in rhetoric educational clubs.
Konstantinos Mastrothanasis, Maria Kladaki, Panagiotis Alexopoulos, "Artificial Intelligence and Rhetorical Art: Argumentative Debate with ChatGPT", International Journal of Modern Education and Computer Science(IJMECS), Vol.18, No.1, pp. 48-60, 2026. DOI:10.5815/ijmecs.2026.01.03
[1]C. Zhang and Y. Lu, “Study on artificial intelligence: The state of the art and future prospects,” J Ind Inf Integr, vol. 23, p. 100224, Sep. 2021, doi: 10.1016/j.jii.2021.100224.
[2]T. J. M. Bench-Capon and P. E. Dunne, “Argumentation in artificial intelligence,” Artif Intell, vol. 171, no. 10–15, pp. 619–641, Jul. 2007, doi: 10.1016/j.artint.2007.05.001.
[3]K. Malinka, M. Peresíni, A. Firc, O. Hujnák, and F. Janus, “On the Educational Impact of ChatGPT: Is Artificial Intelligence Ready to Obtain a University Degree?,” in Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1, New York, NY, USA: ACM, Jun. 2023, pp. 47–53. doi: 10.1145/3587102.3588827.
[4]A. Haleem, M. Javaid, and R. P. Singh, “An era of ChatGPT as a significant futuristic support tool: A study on features, abilities, and challenges,” BenchCouncil Transactions on Benchmarks, Standards and Evaluations, vol. 2, no. 4, p. 100089, Oct. 2022, doi: 10.1016/j.tbench.2023.100089.
[5]A. Mizumoto and M. Eguchi, “Exploring the potential of using an AI language model for automated essay scoring,” Research Methods in Applied Linguistics, vol. 2, no. 2, p. 100050, Aug. 2023, doi: 10.1016/j.rmal.2023.100050.
[6]F. Montanari, History of Ancient Greek Literature. De Gruyter, 2022. doi: 10.1515/9783110426328.
[7]A. Leski, A History of Greek Literature. Ty Crowell Co, 1963.
[8]J. A. Malloy, K. N. Tracy, R. Q. Scales, K. Menickelli, and W. D. Scales, “It’s Not About Being Right: Developing Argument Through Debate,” Journal of Literacy Research, vol. 52, no. 1, pp. 79–100, Mar. 2020, doi: 10.1177/1086296X19896495.
[9]A. Walker and T. Kettler, “Developing Critical Thinking Skills in High Ability Adolescents: Effects of a Debate and Argument Analysis Curriculum,” Talent, vol. 10, no. 1, pp. 21–39, Jun. 2020, doi: 10.46893/talent.758473.
[10]A. el Majidi, D. Janssen, and R. de Graaff, “The effects of in-class debates on argumentation skills in second language education,” System, vol. 101, p. 102576, Oct. 2021, doi: 10.1016/j.system.2021.102576.
[11]H. Chen, L. Li, and Y. Chen, “Explore success factors that impact artificial intelligence adoption on telecom industry in China,” Journal of Management Analytics, vol. 8, no. 1, pp. 36–68, Jan. 2021, doi: 10.1080/23270012.2020.1852895.
[12]Y. Song, X. Chen, T. Hao, Z. Liu, and Z. Lan, “Exploring two decades of research on classroom dialogue by using bibliometric analysis,” Comput Educ, vol. 137, pp. 12–31, Aug. 2019, doi: 10.1016/j.compedu.2019.04.002.
[13]R. Kennedy, “In-class debates: Fertile ground for active learning and the cultivation of critical thinking and oral communication skills,” International Journal of Teaching and Learning in Higher Education, vol. 19, pp. 189–190, 2007.
[14]L. S. Vygotsky, Mind in Society. Harvard University Press, 1980. doi: 10.2307/j.ctvjf9vz4.
[15]K. Mastrothanasis and M. Kladaki, “The involvement of children in the arts during their leisure time,” Asian Journal of Language, Literature and Culture Studies, vol. 3, pp. 10–19, 2020.
[16]K. Mastrothanasis, M. Kladaki, and A. Andreou, “A systematic review and meta-analysis of the Readers’ Theatre impact on the development of reading skills,” International Journal of Educational Research Open, vol. 4, p. 100243, 2023, doi: 10.1016/j.ijedro.2023.100243.
[17]K. Mastrothanasis, A. Geladari, and M. Kladaki, “Play activities in second language teaching metacognitive writing strategies to struggling bilingual writers: An empirical study,” International Journal of Education and Research, pp. 279–290, 2018.
[18]K. Mastrothanasis, K. Zervoudakis, M. Kladaki, and S. Tsafarakis, “A bio-inspired computational classifier system for the evaluation of children’s theatrical anxiety at school,” Educ Inf Technol (Dordr), vol. 28, no. 9, pp. 11027–11050, Sep. 2023, doi: 10.1007/s10639-023-11645-4.
[19]K. Mastrothanasis, M. Kalianou, S. Katsifi, and A. Zouganali, “The Use of Metacognitive Knowledge and Regulation Strategies of Students with and without Special Learning Difficulties,” International Journal of Special Education (IJSE), vol. 33, no. 1, pp. 191–207, 2018.
[20]Y.-C. Chen, B. Hand, and S. Park, “Examining Elementary Students’ Development of Oral and Written Argumentation Practices Through Argument-Based Inquiry,” Sci Educ (Dordr), vol. 25, no. 3–4, pp. 277–320, May 2016, doi: 10.1007/s11191-016-9811-0.
[21]L. W. Zorwick and J. M. Wade, “Enhancing civic education through the use of assigned advocacy, argumentation, and debate across the curriculum,” Commun Educ, vol. 65, no. 4, pp. 434–444, Oct. 2016, doi: 10.1080/03634523.2016.1203005
[22]E. A. Dy-Boarman, S. A. Nisly, and T. J. Costello, “It’s no debate, debates are great,” Curr Pharm Teach Learn, vol. 10, no. 1, pp. 10–13, Jan. 2018, doi: 10.1016/j.cptl.2017.09.016.
[23]J. Bellon, “A Research-Based Justification for Debate Across the Curriculum,” Argumentation and Advocacy, vol. 36, no. 3, pp. 161–175, Jan. 2000, doi: 10.1080/00028533.2000.11951646.
[24]S. J. Lampkin, C. Collins, R. Danison, and M. Lewis, “Active Learning through a Debate Series in a First-Year Pharmacy Self-Care Course,” Am J Pharm Educ, vol. 79, no. 2, p. 25, Mar. 2015, doi: 10.5688/ajpe79225.
[25]D. Rodger and A. Stewart-Lord, “Students’ perceptions of debating as a learning strategy: A qualitative study,” Nurse Educ Pract, vol. 42, p. 102681, Jan. 2020, doi: 10.1016/j.nepr.2019.102681.
[26]S. Quinn, Debating in the world schools style: A guide. International Debate Education Association, 2009.
[27]H. S. Smith, The practical guide to debating world style/British parliamentary style. International Debate Education Association, 2011.
[28]A. Snider and M. Schnurer, Many sides: Debate across the curriculum. International Debate Education Association, 2002.
[29]P. P. Ray, “ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope,” Internet of Things and Cyber-Physical Systems, vol. 3, pp. 121–154, 2023, doi: 10.1016/j.iotcps.2023.04.003.
[30]K. Mastrothanasis, K. Zervoudakis, and M. Kladaki, “An application of Computational Intelligence in group formation for digital drama education,” Iran Journal of Computer Science, Apr. 2024, doi: 10.1007/s42044-024-00186-9.
[31]K. Mastrothanasis, K. Zervoudakis, and M. Kladaki, “Detecting high levels of stage fright at students using computational intelligence techniques,” in 2nd International Hazar Scientific Researches Conference, I. Halilova and A. Amanzholova, Eds., Khazar University, IKSAD Global, 2021, pp. 570–584.
[32]J. Gravel, M. D’Amours-Gravel, and E. Osmanlliu, “Learning to Fake It: Limited Responses and Fabricated References Provided by ChatGPT for Medical Questions,” Mayo Clinic Proceedings: Digital Health, vol. 1, no. 3, pp. 226–234, Sep. 2023, doi: 10.1016/j.mcpdig.2023.05.004.
[33]Y. K. Dwivedi et al., “Opinion Paper: ‘So what if ChatGPT wrote it?’ Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy,” Int J Inf Manage, vol. 71, p. 102642, Aug. 2023, doi: 10.1016/j.ijinfomgt.2023.102642.
[34]Y. Su, Y. Lin, and C. Lai, “Collaborating with ChatGPT in argumentative writing classrooms,” Assessing Writing, vol. 57, p. 100752, Jul. 2023, doi: 10.1016/j.asw.2023.100752.
[35]K. Guo, Y. Zhong, D. Li, and S. K. W. Chu, “Effects of chatbot-assisted in-class debates on students’ argumentation skills and task motivation,” Comput Educ, vol. 203, p. 104862, Oct. 2023, doi: 10.1016/j.compedu.2023.104862.
[36]S. S. Gill et al., “Transformative effects of ChatGPT on modern education: Emerging Era of AI Chatbots,” Internet of Things and Cyber-Physical Systems, vol. 4, pp. 19–23, 2024, doi: 10.1016/j.iotcps.2023.06.002.
[37]M. Drossinou Korea and P. Alexopoulos, “Higher Education Students’ Views on the Use of Artificial Intelligence for Teaching Students with Specific Learning Difficulties,” European Journal of Open Education and E-learning Studies, vol. 09, no. 11, pp. 73–94, 2024, doi: 10.46827/ejoe.v9i1.5518.
[38]M. Drossinou Korea and A. Panagiotis, “Factors arising from the utilization of Artificial Intelligence and Large Language Models in Special Education and Training,” European Journal of Special Education Research, vol. 10, no. 2, Feb. 2024, doi: 10.46827/ejse.v10i2.5209.
[39]M. Drossinou Korea and P. Alexopoulos, “Informal Pedagogical Assessment in Inclusive Secondary Education for a Student with Autism,” International Journal of Social Science and Human Research, vol. 06, no. 05, May 2023, doi: 10.47191/ijsshr/v6-i5-01.
[40]A. Tlili et al., “What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education,” Smart Learning Environments, vol. 10, no. 1, p. 15, Feb. 2023, doi: 10.1186/s40561-023-00237-x.
[41]M. Hosseini and S. P. J. M. Horbach, “Fighting reviewer fatigue or amplifying bias? Considerations and recommendations for use of ChatGPT and other large language models in scholarly peer review,” Res Integr Peer Rev, vol. 8, no. 1, p. 4, May 2023, doi: 10.1186/s41073-023-00133-5.
[42]I. L. Alberts et al., “Large language models (LLM) and ChatGPT: what will the impact on nuclear medicine be?,” Eur J Nucl Med Mol Imaging, vol. 50, no. 6, pp. 1549–1552, May 2023, doi: 10.1007/s00259-023-06172-w.
[43]A. Rapp, L. Curti, and A. Boldi, “The human side of human-chatbot interaction: A systematic literature review of ten years of research on text-based chatbots,” Int J Hum Comput Stud, vol. 151, p. 102630, Jul. 2021, doi: 10.1016/j.ijhcs.2021.102630.
[44]E. Van den Broeck, B. Zarouali, and K. Poels, “Chatbot advertising effectiveness: When does the message get through?,” Comput Human Behav, vol. 98, pp. 150–157, Sep. 2019, doi: 10.1016/j.chb.2019.04.009.
[45]W. Shi, X. Wang, Y. J. Oh, J. Zhang, S. Sahay, and Z. Yu, “Effects of Persuasive Dialogues: Testing Bot Identities and Inquiry Strategies,” in Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, New York, NY, USA: ACM, Apr. 2020, pp. 1–13. doi: 10.1145/3313831.3376843.
[46]R. Roy and V. Naidoo, “Enhancing chatbot effectiveness: The role of anthropomorphic conversational styles and time orientation,” J Bus Res, vol. 126, pp. 23–34, Mar. 2021, doi: 10.1016/j.jbusres.2020.12.051.
[47]H. Alkaissi and S. I. McFarlane, “Artificial Hallucinations in ChatGPT: Implications in Scientific Writing,” Cureus, Feb. 2023, doi: 10.7759/cureus.35179.
[48]P. ‘asher’ Rospigliosi, “Artificial intelligence in teaching and learning: what questions should we ask of ChatGPT?,” Interactive Learning Environments, vol. 31, no. 1, pp. 1–3, Jan. 2023, doi: 10.1080/10494820.2023.2180191.
[49]C. P. Janssen, S. F. Donker, D. P. Brumby, and A. L. Kun, “History and future of human-automation interaction,” Int J Hum Comput Stud, vol. 131, pp. 99–107, Nov. 2019, doi: 10.1016/j.ijhcs.2019.05.006.
[50]C. Moustakas, Heuristic research : design, methodology, and applications. 2455 Teller Road, Thousand Oaks California 91320 United States of America : SAGE Publications, Inc., 1990. doi: 10.4135/9781412995641.
[51]W. West, “Beyond grounded theory: The use of a heuristic approach to qualitative research,” Couns Psychother Res, vol. 1, no. 2, pp. 126–131, Aug. 2001, doi: 10.1080/14733140112331385168.
[52]M. Hjeij and A. Vilks, “A brief history of heuristics: how did research on heuristics evolve?,” Humanit Soc Sci Commun, vol. 10, no. 1, p. 64, Feb. 2023, doi: 10.1057/s41599-023-01542-z.
[53]T. F. Gordon, H. Prakken, and D. Walton, “The Carneades model of argument and burden of proof,” Artif Intell, vol. 171, no. 10–15, pp. 875–896, Jul. 2007, doi: 10.1016/j.artint.2007.04.010.
[54]P. J. Barnard, N. V. Hammond, J. Morton, J. B. Long, and I. A. Clark, “Consistency and compatibility in human-computer dialogue,” Int J Man Mach Stud, vol. 15, no. 1, pp. 87–134, Jul. 1981, doi: 10.1016/S0020-7373(81)80024-7.
[55]Y. Liu et al., “Generative artificial intelligence and its applications in materials science: Current situation and future perspectives,” Journal of Materiomics, vol. 9, no. 4, pp. 798–816, Jul. 2023, doi: 10.1016/j.jmat.2023.05.001.
[56]G. Currie, C. Singh, T. Nelson, C. Nabasenja, Y. Al-Hayek, and K. Spuur, “ChatGPT in medical imaging higher education,” Radiography, vol. 29, no. 4, pp. 792–799, Jul. 2023, doi: 10.1016/j.radi.2023.05.011.