Bibliometric Analysis of Artificial Intelligent Studies in Education and Pedagogy
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Abstract
Purpose – Artificial Intelligent (AI) is a technology that is currently developing rapidly. The application of AI in Education (AIEd) is a study that is starting to be of interest to researchers in the field of AI and Education. The purpose of this research is to summarize studies on AIEd from 2018 to 2023 through bibliometric analysis and analyze current study progress, key points, and trends in AIEd related to pedagogy.
Method – This research is a bibliometric analysis method. The data were collected from the Scopus database using R Studio software with search keywords of “Artificial Intelligence, Education, and Pedagogy”. A total of 94 articles were reviewed in this study.
Findings – The results of the study show that combining the more frequently researched AI and Pedagogy topics with the less researched AIED topics can produce innovative updates and make important contributions in the field of artificial intelligence and education.
Research Implications – The impact of this research can open opportunities for researchers to further explore the combination of AIED, AI, and pedagogy topics so as to enrich and expand the scope of research and encourage progress in related disciplines.
Keywords
- AI
- AI in Education
- Pedagogy
- artificial intelligent
References
Al Husaeni, D. F., & Nandiyanto, A. B. D. (2021). Bibliometric Using Vosviewer with Publish or Perish (using Google Scholar data): From Step-by-step Processing for Users to the Practical Examples in the Analysis of Digital Learning Articles in Pre and Post Covid-19 Pandemic. ASEAN Journal of Science and Engineering, 2(1), 19–46. https://doi.org/10.17509/ajse.v2i1.37368
Bates, T., Cobo, C., Mariño, O., & Wheeler, S. (2020). Can artificial intelligence transform higher education? International Journal of Educational Technology in Higher Education, 17(1). https://doi.org/10.1186/s41239-020-00218-x
Chen, P., Liu, X., Cheng, W., & Huang, R. (2017). A review of using Augmented Reality in Education from 2011 to 2016. Innovations in Smart Learning. https://doi.org/DOI 10.1007/978-981-10-2419-1_2
Chen, X., Xie, H., Zou, D., & Hwang, G. J. (2020). Application and theory gaps during the rise of artificial intelligence in education. Computers and Education: Artificial Intelligence, 1, 100002. https://doi.org/10.1016/j.caeai.2020.100002
Cooper, G. (2023). Examining Science Education in ChatGPT: An Exploratory Study of Generative Artificial Intelligence. Journal of Science Education and Technology, 32(3), 444–452. https://doi.org/10.1007/s10956-023-10039-y
Demir, Ü. (2019). The effect of using negative knowledge based intelligent tutoring system evaluator software to the academic success in English language education. Pedagogies: An International Journal.
Devi, J. S., Sreedhar, B., Arulprakash, P., Kazi, K., & Radhakrishnan, R. (2022). A Path Towards Child-Centric Artificial Intelligence based Education. International Journal of Early Childhood Special Education (INT-JECS), 14(03).
Dhamija, P., & Bag, S. (2020). Role of artificial intelligence in operations environment: a review and bibliometric analysis. The TQM Journal, 32(4), 869–896. https://doi.org/10.1108/TQM-10-2019-0243
Dwivedi, Y. K., Kshetri, N., Hughes, L., Slade, E. L., Jeyaraj, A., & Kar, A. K. (2023). 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.
Eke, D. O. (2023). ChatGPT and the rise of generative AI: Threat to academic integrity? Journal of Responsible Technology, 13.
Finandhita, A., Mega, R. U., Jumansyah, R., Rafdhi, A. A., & Oktafiani, D. (2022). VOSviewer Application Analysis: Computational Physical Chemistry Case Study. Moroccan Journal of Chemistry, 10(1), 91–101. https://doi.org/10.48317/IMIST.PRSM/morjchem-v10i1.31756
Ginting, S. L. B. (2023). A Computational Bibliometric Analysis of Esport Management using VOSviewer. International Journal of Informatics , Information System and Computer Engineering, 4(1), 31–48.
Hinojo-Lucena, F. J., Aznar-Díaz, I., Cáceres-Reche, M. P., & Romero-Rodríguez, J. M. (2019). Artificial intelligence in higher education: A bibliometric study on its impact in the scientific literature. Education Sciences, 9(51), 1–9. https://doi.org/10.3390/educsci9010051
Hocky, G. M., & White, A. D. (2022). Natural language processing models that automate programming will transform chemistry research and teaching. Digital Discovery, 1(2), 79–83. https://doi.org/10.1039/d1dd00009h
Huang, Y. J., Cheng, S., Yang, F. Q., & Chen, C. (2022). Analysis and Visualization of Research on Resilient Cities and Communities Based on VOSviewer. International Journal of Environmental Research and Public Health, 19(7068). https://doi.org/10.3390/ijerph19127068
Indriyanti, F., Fauziah, T. N., & Nuryadin, A. (2023). Analisis bibliometrik penggunaan video pembelajaran di sekolah dasar tahun 2013-2022 menggunakan aplikasi vosviewer. Jurnal Educatio, 9(1), 23–31. https://doi.org/10.31949/educatio.v9i1.3906
Kabudi, T., Pappas, I., & Olsen, D. H. (2021). AI-enabled adaptive learning systems: A systematic mapping of the literature. Computers and Education: Artificial Intelligence, 2, 100017. https://doi.org/10.1016/j.caeai.2021.100017
Komarudin, P., Sodiki, M., Toyyibah, I. A., Syahrani, S., & Zakiyah, Z. (2023). Bibliometric Mapping of Research Developments Using Qardh Financing Topics On Google Scholar Using Vosviewer. Islamic Banking: Jurnal Pemikiran Dan Pengembangan Perbankan Syariah, 8(2), 275–302. https://doi.org/10.36908/isbank.v8i2.716
Lesmana, R., & Rifaldi, M. I. (2023). A Computational Bibliometric Analysis of E-Groceries Analysis Using VOSviewer. International Journal of Informatics, Information System and Computer Engineering, 4(1), 75–88.
Lim, W. M., Gunasekara, A., Pallant, J. L., Pallant, J. I., & Pechenkina, E. (2023). Generative AI and the future of education: Ragnarök or reformation? A paradoxical perspective from management educators. International Journal of Management Education, 21(2), 100790. https://doi.org/10.1016/j.ijme.2023.100790
Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2016). Intelligence Unleashed: An argument for AI in education. In Pearson Education. https://www.pearson.com/content/dam/one-dot-com/one-dot-com/global/Files/about-pearson/innovation/Intelligence-Unleashed-Publication.pdf
Luckyardi, S., Hurriyati, R., Disman, D., & Dirgantari, P. D. (2022). The Influence of Applying Green Marketing Mix by Chemical Industries; VOSviewer Analysis. Moroccan Journal of Chemistry, 10(1), 73–90. https://doi.org/10.48317/IMIST.PRSM/morjchem-v10i1.31754
Nandiyanto, A. B. D., & Al Husaeni, D. F. (2022). Bibliometric Analysis of Engineering Research Using Vosviewer Indexed By Google Scholar. Journal of Engineering Science and Technology, 17(2), 883–894.
Nordin, N. A. H. M. (2022). A Bibliometric Analysis of Computational Mapping on Publishing Teaching Science Engineering Using VOSviewer Application and Correlation. Indonesian Journal of Teaching in Science, 2(2), 127–138.
Nurfaiziya, S., Munajat, E., & Nurasa, H. (2023). Study literature review ( SLR ) artikel kebijakan ketahanan air di database scopus dalam matriks analisis dan visulisasi vosviewer. Jurnal Ilmu Sosial Dan Pendidikan (JISIP), 7(1). https://doi.org/10.58258/jisip.v7i1.4471/http
Nurfauzan, M. iqbal, & Faizatunnisa, H. (2021). Analisis Bibliometrik Trend Penelitian Covid-19 di Indonesia Pada Bidang Bisnis dan Manajemen. Jurnal Bisnis Strategi, 30(2), 90–100. https://doi.org/10.14710/jbs.30.2.90-100
Oyewola, D. O., & Dada, E. G. (2022). Exploring machine learning: a scientometrics approach using bibliometrix and VOSviewer. SN Applied Sciences, 4(143). https://doi.org/10.1007/s42452-022-05027-7
Ria, R. R. P., & Susilowati, D. (2023). Local wisdom-based computational thinking diagnostic test: A bibliometric analysis mapping state-of-the-art and research gaps. Nusantara: Jurnal Pendidikan Indonesia, 3(3), 371–394. https://doi.org/10.14421/njpi.2023.v3i3-2
Sarman, S. N., & Soebagyo, J. (2022). Analisis bibliometrik terhadap kemampuan berpikir kritis matematika berdasarkan pemecahan masalah berbasis vosviewer. Vygotsky: Jurnal Pendidikan Matematika Dan Matematika, 4(2), 117–128.
Setyaningsih, I., Indarti, N., & Jie, F. (2018). Bibliometric analysis of the term “green manufacturing.” International Journal of Management Concepts and Philosophy, 11(3), 315–339. https://doi.org/10.1504/ijmcp.2018.093500
Soegoto, E. S., Luckyardi, S., Rafdhi, A. A., & Oktafiani, D. (2022). Computational Analysis of Waste Management and Entrepreneur using VosViewer application. Moroccan Journal of Chemistry, 10(3), 542–552. https://doi.org/10.48317/IMIST.PRSM/morjchem-v10i3.33142
Tahiru, F. (2021). AI in Education: A Systematic Literature Review. Journal of Cases on Information Technology, 23(1).
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). https://doi.org/10.1186/s40561-023-00237-x
Vázquez-Cano, E. (2021). Artificial intelligence and education: A pedagogical challenge for the 21st century. Educational Process: International Journal, 10(3), 7–12. https://doi.org/10.22521/EDUPIJ.2021.103.1
Wirzal, M. D. H., & Putra, Z. A. (2022). What is the correlation between chemical engineering and special needs education from the perspective of bibliometric analysis using vosviewer indexed by google scholar? . Indonesian Journal of Community and Special Needs Education, 2(2), 103–110.
Yang, X. (2019). Accelerated Move for AI Education in China. ECNU Review of Education, 2(3), 347–352. https://doi.org/10.1177/2096531119878590
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education – where are the educators? International Journal of Educational Technology in Higher Education, 16(39), 1–27. https://doi.org/10.1186/s41239-019-0171-0
Zhai, X. (2023). ChatGPT and AI: The Game Changer for Education. AI4STEM Education Center, 1–5. https://ssrn.com/abstract=4389098
Zhang, K., & Aslan, A. B. (2021). AI technologies for education: Recent research & future directions. Computers and Education: Artificial Intelligence, 2, 100025. https://doi.org/10.1016/j.caeai.2021.100025