Skip to main content
Have a personal or library account? Click to login
Unleashing the potential of generative AI, conversational agents and chatbots in educational praxis: A systematic review and bibliometric analysis of GenAI in education Cover

Unleashing the potential of generative AI, conversational agents and chatbots in educational praxis: A systematic review and bibliometric analysis of GenAI in education

By:   
Open Access
|Nov 2023

References

  1. Ansari, A. N., Ahmad, S., & Bhutta, S. M. (2023). Mapping the global evidence around the use of ChatGPT in higher education: A systematic scoping review. Education and Information Technologies, 141. DOI: 10.1007/s10639-023-12223-4
  2. Bahroun, Z., Anane, C., Ahmed, V., & Zacca, A. (2023). Transforming Education: A Comprehensive Review of Generative Artificial Intelligence in Educational Settings through Bibliometric and Content Analysis. Sustainability, 15(17), 12983. DOI: 10.3390/su151712983
  3. Bozkurt, A. (2023a). Postdigital Artificial Intelligence. In P Jandri. (Eds.), Encyclopedia of Postdigital Science and Education. Cham: Springer. DOI: 10.1007/978-3-031-35469-4_2-2
  4. Bozkurt, A. (2023b). Generative artificial intelligence (AI) powered conversational educational agents: The inevitable paradigm shift. Asian Journal of Distance Education, 18(1), 198204. DOI: 10.5281/zenodo.7716416
  5. Bozkurt, A. (2023c). Generative AI, synthetic contents, open educational resources (OER), and open educational practices (OEP): A new front in the openness landscape. Open Praxis, 15(3), 178184. DOI: 10.55982/openpraxis.15.4.579
  6. Bozkurt, A., & Sharma, R. C. (2023). Generative AI and prompt engineering: The art of whispering to let the genie out of the algorithmic world. Asian Journal of Distance Education, 18(2), ivii. DOI: 10.5281/zenodo.8174941
  7. Bozkurt, A., Xiao, J., Lambert, S., Pazurek, A., Crompton, H., Koseoglu, S., Farrow, R., Bond, M., Nerantzi, C., Honeychurch, S., Bali, M., Dron, J., Mir, K., Stewart, B., Costello, E., Mason, J., Stracke, C. M., Romero-Hall, E., Koutropoulos, A., Toquero, C. M., Singh, L., Tlili, A., Lee, K., Nichols, M., Ossiannilsson, E., Brown, M., Irvine, V., Raffaghelli, J. E., Santos-Hermosa, G., Farrell, O., Adam, T., Thong, Y. L., Sani-Bozkurt, S., Sharma, R. C., Hrastinski, S., & Jandrić, P. (2023). Speculative futures on ChatGPT and generative artificial intelligence (AI): A collective reflection from the educational landscape. Asian Journal of Distance Education, 18(1), 53130. DOI: 10.5281/zenodo.7636568
  8. Dempere, J., Modugu, K. P., Hesham, A., & Ramasamy, L. (2023). The impact of ChatGPT on higher education. The impact of ChatGPT on higher education. Frontiers in Education, 8, 1206936. DOI: 10.3389/feduc.2023.1206936
  9. Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285296. DOI: 10.1016/j.jbusres.2021.04.070
  10. Fayyad, U., Grinstein, G. G., & Wierse, A. (Eds.) (2002). Information visualization in data mining and knowledge discovery. Morgan Kaufmann.
  11. Feldman, R., & Sanger, J. (2007). The text mining handbook: Advanced approaches in analyzing unstructured data. Cambridge University Press. DOI: 10.1017/CBO9780511546914
  12. Gough, D., Oliver, S., & Thomas, J. (2012). An introduction to systematic reviews. Sage.
  13. Griffith, E., & Metz, C. (2023, March 14). ‘Let 1,000 flowers bloom’: A.I. funding frenzy escalates. The New York Times. https://www.nytimes.com/2023/03/14/technology/ai-funding-boom.html?
  14. Hansen, D., Shneiderman, B., & Smith, M. A. (2010). Analyzing social media networks with NodeXL: Insights from a connected world. Morgan Kaufmann. DOI: 10.1016/B978-0-12-382229-1.00002-3
  15. İpek, Z. H., Gözüm, A. İ. C., Papadakis, S., & Kallogiannakis, M. (2023). Educational Applications of the ChatGPT AI System: A Systematic Review Research. Educational Process: International Journal, 12(3), 2655. DOI: 10.22521/edupij.2023.123.2
  16. Lambert, J., & Stevens, M. (2023). ChatGPT and Generative AI Technology: A Mixed Bag of Concerns and New Opportunities. Computers in the Schools, 125. DOI: 10.1080/07380569.2023.2256710
  17. Lo, C. K. (2023). What is the impact of ChatGPT on education? A rapid review of the literature. Education Sciences, 13(4), 410. DOI: 10.3390/educsci13040410
  18. Montenegro-Rueda, M., Fernández-Cerero, J., Fernández-Batanero, J. M., & López-Meneses, E. (2023). Impact of the Implementation of ChatGPT in Education: A Systematic Review. Computers, 12(8). DOI: 10.3390/computers12080153
  19. OpenAI. (2022). ChatGPT: Optimizing language models for dialogue. https://openai.com/blog/chatgpt/
  20. Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hrobjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., …, & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. The BMJ, 372(1). DOI: 10.1136/bmj.n71
  21. Pradana, M., Elisa, H. P., & Syarifuddin, S. (2023). Discussing ChatGPT in education: A literature review and bibliometric analysis. Cogent Education, 10(2), 2243134. DOI: 10.1080/2331186X.2023.2243134
  22. Rudolph, J., Tan, S., & Tan, S. (2023). War of the chatbots: Bard, Bing Chat, ChatGPT, Ernie and beyond. The new AI gold rush and its impact on higher education. Journal of Applied Learning and Teaching, 6(1). DOI: 10.37074/jalt.2023.6.1.23
  23. Şenocak, D., Kocdar, S., & Bozkurt, A. (2023). Historical, philosophical and ethical roots of artificial intelligence. Pakistan Journal of Education, 40(1), 6790. DOI: 10.30971/pje.v40i1.1152
  24. Thurmond, V. A. (2001). The point of triangulation. Journal of Nursing Scholarship, 33(3), 253258. DOI: 10.1111/j.1547-5069.2001.00253.x
  25. Tlili, A., Shehata, B., Adarkwah, M. A., Bozkurt, A., Hickey, D. T., Huang, R., & Agyemang, B. (2023). What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education. Smart Learning Environments, 10(1), 124. DOI: 10.1186/s40561-023-00237-x
  26. van der Maaten, L., & Hinton, G. (2008). Visualizing data using t-SNE. Journal of Machine Learning Research, 9(2008), 25792605. http://www.jmlr.org/papers/volume9/vandermaaten08a/vandermaaten08a.pdf
  27. Yan, L., Sha, L., Zhao, L., Li, Y., Martinez-Maldonado, R., Chen, G., Li, X., Jin, Y., & Gašević, D. (2023). Practical and ethical challenges of large language models in education: A systematic scoping review. British Journal of Educational Technology, 123. DOI: 10.1111/bjet.13370
  28. Yu, H., & Guo, Y. (2023, June). Generative artificial intelligence empowers educational reform: current status, issues, and prospects. Frontiers in Education, 8, 1183162. DOI: 10.3389/feduc.2023.1183162
Language: English
Page range: 261 - 270
Submitted on: Nov 3, 2023
Accepted on: Nov 3, 2023
Published on: Nov 21, 2023
Published by: International Council for Open and Distance Education (ICDE)
In partnership with: Paradigm Publishing Services

© 2023 Aras Bozkurt, published by International Council for Open and Distance Education (ICDE)
This work is licensed under the Creative Commons Attribution 4.0 License.