Applications of ChatGPT in the Education Process
DOI:
https://doi.org/10.22105/kmisj.v1i2.61Keywords:
Higher education, ChatGPT, Recommendation, Artificial Intelligence (AI), Student, TeacherAbstract
Generative Artificial Intelligence (AI) technologies, such as large language models, have the potential to revolutionize much of teaching and learning in higher education. ChatGPT is a system, easy to use and potentially accessible to the general public, and demonstrates the power of large language models such as GPT-4, where further massive performance increases and wider adoption are expected in the years to come. This technological development can initially be viewed with doubts and uncertainty because it would require a fundamental change in teaching and learning at the university level. So, even if someone who has little knowledge in the use of information technology in teaching still thinks that ChatGPT is not yet effective and consolidated, it is worth reading this paper, and through the theoretical treatment, recommendations, and application examples, you will be convinced of its impact on higher education. The paper provides examples, guidelines, and concrete recommendations for students and teachers to find their own way to deal with ChatGPT and to widely include information technology tools in the educational process. In the preparation of this article, we were based on our experience in information systems, computer science, consultancy, and surveys with lecturers, Postdocs, doctoral candidates, and students who develop subjects of general and professional training in various university branches. We have a positive view of models and generating AI tools like ChatGPT and GPT-4, but as always, there is light and dark, and change is difficult. However, this problem needs to be improved and massified to prepare specialists for the future market at work.
References
M.M. Rueda, J.F. Cerero, J.M.F. Batanero, E.L. Meneses, Impact of the Implementation of ChatGPT in Education: A Systematic Review. Computers, 12, 153 (2023).
B. Mema, F. Basholli, D. Hyka, ChatGPT in Albanian higher education: Transformation of learning and virtual interaction. Advanced Engineering Days, 8, 23–27 (2023).
S. Atlas, ChatGPT for higher education and professional development: A guide to conversational AI, Retrieved March 12, (2023), from https://digitalcommons.uri.edu/cba_facpubs/548/.
T.B. Brown, B. Mann, N. Ryder, M. Subbiah, J. Kaplan, P. Dhariwal, D. Amodei, Language Models are Few-Shot Learners, Retrieved March 15, (2023), from https://arxiv.org/abs/2005.14165.
J. Dempere, K. Modugu, A. Hesham, L.K. Ramasamy, The impact of ChatGPT on higher education. Frontiers in education. Systematic Review article, Front. Educ., 08 September 2023, Sec. Higher Education, 8, 1206936 (2023).
J. Dahmen, M.E. Kayaalp, M. Ollivier, A. Pareek, M.T. Hirschmann, J. Karlsson, P.W. Winkler, Artificial intelligence bot ChatGPT in medical research: the potential game changer as a double-edged sword. Knee Surgery, Sports Traumatology, Arthroscopy, 31:4, 1187–1189 (2023).
B. Mema, F. Basholli, D. Xhafaj, A. Basholli, D. Hyka, Internet of things in the development of future businesses in Albania. Advanced Engineering Days, 7, 139–141 (2023).
S. Decker, ChatGPT. . . an arms race between large language models and knowledge graphs?, Retrieved March 12, (2023), from https://www.linkedin.com/pulse/ chatgptan-arms-race-between-large-language-models-knowledge-decker/.
A. Basholli, B. Mema, F. Basholli, D. Hyka, D. Salillari, The role of education in cyber hygiene. Advanced engineering Days, 7, 178–181 (2023).
T. Duolingo, Introducing Duolingo Max, a learning experience powered by GPT-, Retrieved March 15, 2023, from https://blog.duolingo.com/duolingo-max/.
D. Hyka, F. Basholli, Health care cyber security: Albania case study. Advanced Engineering Days, 6, 121–123 (2023).
Y.K. Dwivedi, N., Kshetri, L. Hughes, E.L. Slade, A. Jeyaraj, A.K. Kar, R. Wright, “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. International Journal of Information Management, 71, 102642 (2023).
F. Basholli, Cyber warfare, a new aspect of modern warfare. VI International Scientific Conference on Security „CONFSEC 2022", 52–54 (2022).
E. Elshan, E., P. Ebel, Let’s team up: Designing conversational agents as teammates, ICIS 2020 Proceedings. 2. Retrieved March 15, (2023), from https://aisel.aisnet.org/icis2020/digi-tal_learning_env/digital_learning_env/2.
M. Feidakis, P. Kasnesis, E. Giatraki, C. Giannousis, C. Patrikakis, P. Monachelis, Building pedagogical conversational agents, affectively correct. In Proceedings of the 11th International Conference on Computer Supported Education. SCITEPRESS – Science and Technology Publications, 100–107 (2019).
F. Basholli, J. Minga, Edukimi në sigurinë kibernetike, Optime, 2, 1599169 (2024). https://doi.org/10.55312/op.vi2.4808.
S. Frölich-Steffen, In Zeiten von „ChatGPT“ Haus- und Abschlussarbeiten als Prüfungsformat einsetzen?, Zentrum für Hochschullehre (ZHL) der Universität Bayreuth, Zentrum für Hochschullehre (ZHL) der Universität Bayreuth, (2023).
U. Hauck-Thum, F. Kreuter, J. Kuhm, J. Weller, H. Schütze, A. Schmidt, Was verändert sich für uns durch ChatGPT?: Wie werden KI-Sprachmodelle Lehren und Lernen verändern, Retrieved March 12, (2023),from https://www.youtube.com/watch?v=bbB9Ve4BzSY.
D. Herman, The End of High-School English, Retrieved March 12, (2023), from https://www.theatlantic.com/technology/archive/2022/12/openai-chatgpt-writing-high-school-english-essay/672412/.
D. Hyka, A. Hyra, F. Basholli, B. Mema, A. Basholli, Data Security in Public and Private Administration: Challenges, Trends, and Effective Protection in the Era of Digitalization. Advanced Engineering Days, 7, 125–127 (2023).
S. Hobert, How are you, Chatbot? Evaluating Chatbots in Educational Settings – Results of a Literature Review, In Gesellschaft für Informatik e.V. (Ed.), DELFI. Bonn, 259–270 (2019).
P. Jacobsen, P., Why ChatGPT will change higher ed for the better, Retrieved March 12, (2023), from https://fee.org/articles/chatgpt-will-change-higher-ed-for-the-better/.
M. Khalil, E. Er,Will ChatGPT get you caught? Rethinking of plagiarism detection, Retrieved March 15, (2023), from https://arxiv.org/abs/2302.04335.
F. Basholli,R. Mezini, A. Basholli, Security in the components of information systems. Advanced Engineering Days,7, 185–187 (2023).
G. McCormack, Chat GPT Is here! – 5 alternative ways to assess your class!, Retrieved March 12, 2023, from https://gavinmccormack.com.au/chat-gpt-is-here-5-alternative-ways-to-assess-your-class/.
E.R. Mollick, L. Mollick, New modes of learning enabled by AI chatbots: Three methods and assignments, SSRN Electronic Journal, (2022).
A. Daberdini, F. Basholli, N. Metaj, E. Skenderaj, Cyber security in mail with Fortiweb and Fortinet for companies and institutions. 5th Advanced Engineering Days, 81–83 (2022).
OpenAI, GPT-4 is OpenAI’s most advanced system, producing safer and more useful responses, (2023), Retrieved from https://openai.com/product/gpt-4.
M. Rademacher, M., Warum ChatGPT nicht das Ende des akademischen Schreibens be-deutet, Retrieved March 12, (2023), from https://digiethics.org/2023/01/03/warum-chatgpt-nicht-das-ende-des-akademischen-schreibens-bedeutet/.
F. Basholli, G. Dajci, A. Grepcka, A. Basholli, D. Salillari, Mbi mundësitë e përdorimit të chatgpd nëarsimin e lartë. Optime, 2, 127–145 (2023). https://doi.org/10.55312/op.vi2.4806.
J. Rudolph, S. Tan, S. Tan, ChatGPT: Bullshit spewer or the end of traditional assessments in higher education?. Journal of Applied Learning & Teaching, 6:1, Retrieved March 12, (2022), from https://journals.sfu.ca/jalt/index.php/jalt/article/view/689/.
M. Salz, Microsoft-Pläne für ChatGPT: KI soll auch zu Word, Excel, PowerPoint und Co. kommen, Retrieved March 12, (2023), from https://www.chip.de/news/Microsoft-bringt-ChatGPT-auch-zu-Word-Excel-und-Co._184651857.
G. Shreya,ChatGPT: Unlocking the potential of artificial Intelligence for human-like conversation, Retrieved March 13, (2023).
F. Basholli, D. Hyka,A. Basholli, A. Daberdini, B. Mema, Analysis of cyber-attacks through simulation. Advanced Engineering Days, 7, 120–122 (2023).
C. Spannagel, ChatGPT und die Zukunft des Lernens: Evolution statt Revolution, Retrieved March 12, (2023), from https://hochschulforumdigitalisierung.de/de/blog/chatgpt-und-die-zukunft-des-lernens-evolution-statt-revolution.