Key Research Ideas of Artificial Intelligence in Higher Education: Bibliometric Analysis and Information Mapping
DOI:
https://doi.org/10.33423/jhetp.v24i2.6792Keywords:
higher education, artificial intelligence, research ideasAbstract
This research aims to describe and map information and research ideas that can be developed in the application of artificial intelligence in higher education. The method applied in this research is Preferred Reporting Items For Systematic Reviews And Meta-Analyses (PRISMA) which uses scientific articles or proceedings sourced from the Scopus database which are analyzed using Vos Viewer and Publish Or Perish as well as Google Trends and Dimensions. The research results reveal that artificial intelligence research covers three aspects that can be applied in higher education: development of AI tools, application of AI in learning, and digitalization of higher education.
References
Ahmad, M.F., & Wan Abdul Ghapar, W.R.G. (2019). The Era of Artificial Intelligence in Malaysian Higher Education: Impact and Challenges in Tangible Mixed-Reality Learning System toward Self Exploration Education (SEE). Procedia Computer Science, 163, 2–10. https://doi.org/10.1016/j.procs.2019.12.079
Alzou’bi, S., Alshibl, H., & Al-Ma’aitah, M. (2014). Artificial Intelligence in Law Enforcement, A Review. International Journal of Advanced Information Technology, 4(4), 1–9. https://doi.org/10.5121/ijait.2014.4401
Arfanuzzaman, M. (2021, April). Harnessing artificial intelligence and big data for SDGs and prosperous urban future in South Asia. Environmental and Sustainability Indicators, 11, 100127. https://doi.org/10.1016/j.indic.2021.100127
Bali, M.M.E.I., Kumalasani, M.P., & Yunilasari, D. (2022). Artificial Intelligence in Higher Education: Perspicacity Relation between Educators and Students. Journal of Innovation in Educational and Cultural Research, 3(2), 146–152. https://doi.org/10.46843/jiecr.v3i2.88
Belk, R.W., Belanche, D., & Flavián, C. (2023). Key concepts in artificial intelligence and technologies 4.0 in services. Service Business, 17(1), 1–9. https://doi.org/10.1007/s11628-023-00528-w
Boiko, O., Bondar, M., Boiko, L., Bуrkovуch, T., Furdychko, A., & Hurbanska, S. (2023). The Digital Age of Higher Art Education (European Experience): Professional Competence, Development, Innovation. Journal of Higher Education Theory and Practice, 23(13), 85–105. https://doi.org/10.33423/jhetp.v23i13.6320
Chamekh, Y., & Hammami, M.A. (2020). Ways Artificial Intelligence Will Shape eLearning. International Journal of Sciences: Basic and Applied Research (IJSBAR), 50(1), 167–174. Retrieved from https://www.gssrr.org/index.php/JournalOfBasicAndApplied/article/view/10927
Crompton, H., & Burke, D. (2023). Artificial intelligence in higher education: The state of the field. International Journal of Educational Technology in Higher Education, 20(1). https://doi.org/10.1186/s41239-023-00392-8
Crompton, H., & Song, D. (2021). The Potential of Artificial Intelligence in Higher Education. Revista Virtual Universidad Católica Del Norte, 5821(62), 1–4. https://doi.org/10.35575/rvucn.n62a1
Dwivedi, Y.K., Sharma, A., Rana, N.P., Giannakis, M., Goel, P., & Dutot, V. (2023, April). Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions. Technological Forecasting and Social Change, 192, 122579. https://doi.org/10.1016/j.techfore.2023.122579
Effendi, D.N., Irwandani, Anggraini, W., Jatmiko, A., Rahmayanti, H., Ichsan, I.Z., & Rahman, M.M. (2021). Bibliometric analysis of scientific literacy using VOS viewer: Analysis of science education. Journal of Physics: Conference Series, 1796(1). https://doi.org/10.1088/1742-6596/1796/1/012096
Gao, S. (2020). Innovative teaching of integration of artificial intelligence and university mathematics in big data environment. IOP Conference Series: Materials Science and Engineering, 750(1). https://doi.org/10.1088/1757-899X/750/1/012137
Haleem, A., Javaid, M., Asim Qadri, M., Pratap Singh, R., & Suman, R. (2022, September). Artificial intelligence (AI) applications for marketing: A literature-based study. International Journal of Intelligent Networks, 3, 119–132. https://doi.org/10.1016/j.ijin.2022.08.005
Hwang, G.J., Xie, H., Wah, B.W., & Gašević, D. (2020). Vision, challenges, roles and research issues of Artificial Intelligence in Education. Computers and Education: Artificial Intelligence, 1, 1–5. https://doi.org/10.1016/j.caeai.2020.100001
Jing, L., Ruyu, X., & Anling, S. (2019). Analysis on Research Frontiers and Hotspots of “artificial Intelligence Plus Education” in China - Visualization Research Based on Citespace v. IOP Conference Series: Materials Science and Engineering, 569(5). https://doi.org/10.1088/1757-899X/569/5/052073
Lone, T., Xu, P., Sun, Q., Davis, L., & Levi, A. (2023). An Empirical Analysis of Agricultural College Students’ Perceptions of Virtual Learning. Journal of Higher Education Theory and Practice, 23(13), 1–18. https://doi.org/10.33423/jhetp.v23i13.6313
Machmuda, A., Burhanudin, M.A., Ahman, E., & Mulyadi, H. (2022). Teaching factory in vocational highschool: Bibliometric analysis. Jurnal Pendidikan Ekonomi Undiksha, 14(1), 63–71. https://doi.org/10.23887/jjpe.v14i1.42385
Nazari, N., Shabbir, M.S., & Setiawan, R. (2021). Application of Artificial Intelligence powered digital writing assistant in higher education: Randomized controlled trial. Heliyon, 7(5), e07014. https://doi.org/10.1016/j.heliyon.2021.e07014
Rusmiyanto, R., Huriati, N., Fitriani, N., Tyas, N.K., Rofi’i, A., & Sari, M.N. (2023). The role of artificial intelligence (AI) in developing english language learner’s communication skills. Journal on Education, 6(1), 750–757. https://doi.org/10.31004/joe.v6i1.2990
Schepart, A., Burton, A., Durkin, L., Fuller, A., Charap, E., Bhambri, R., & Ahmad, F.S. (2023). Artificial intelligence–enabled tools in cardiovascular medicine: A survey of current use, perceptions, and challenges. Cardiovascular Digital Health Journal, 4(3), 101–110. https://doi.org/10.1016/j.cvdhj.2023.04.003
Seo, K., Tang, J., Roll, I., Fels, S., & Yoon, D. (2021). The impact of artificial intelligence on learner–instructor interaction in online learning. International Journal of Educational Technology in Higher Education, 18(1). https://doi.org/10.1186/s41239-021-00292-9
Sunarti, S., Fadzlul Rahman, F., Naufal, M., Risky, M., Febriyanto, K., & Masnina, R. (2021). Artificial intelligence in healthcare: Opportunities and risk for future. Gaceta Sanitaria, 35, S67–S70. https://doi.org/10.1016/j.gaceta.2020.12.019
Suprapto, N., Sukarmin, S., Puspitawati, R.P., Erman, E., Savitri, D., Ku, C.H., & Mubarok, H. (2021). Research trend on TPACK through bibliometric analysis (2015-2019). International Journal of Evaluation and Research in Education, 10(4), 1375–1385. https://doi.org/10.11591/IJERE.V10I4.22062
Thanuskodi, S. (2010). Journal of Social Sciences: A Bibliometric Study. Journal of Social Sciences, 24(2), 77–80. https://doi.org/10.1080/09718923.2010.11892847
Triansyah, F.A., Muhammad, I., Rabuandika, A., Siregar, K.D.P., Teapon, N., & Assabana, M.S. (2023). Bibliometric Analysis: Artificial Intelligence (AI) in High School Education. Jurnal Imiah Pendidikan Dan Pembelajaran, 7(1), 112–123. https://doi.org/10.23887/jipp.v7i1.59718
Verma, M. (2018). Artificial intelligence and its scope in different areas with special reference to the field of education. International Journal of Advanced Educational Research 5 International Journal of Advanced Educational Research, 3, 2455–6157. Retrieved from www.educationjournal.org
Yilmaz, R., & Karaoglan Yilmaz, F.G. (2023, June). The effect of generative artificial intelligence (AI)-based tool use on students’ computational thinking skills, programming self-efficacy and motivation. Computers and Education: Artificial Intelligence, 4, 100147. https://doi.org/10.1016/j.caeai.2023.100147
Zahra, A.A., & Nurmandi, A. (2021). The Strategy of Develop Artificial Intelligence in Singapore, United States, and United Kingdom. IOP Conference Series: Earth and Environmental Science, 717(1). https://doi.org/10.1088/1755-1315/717/1/012012
Zhao, J., & Fu, G. (2022, May). Artificial Intelligence-Based Family Health Education Public Service System. Frontiers in Psychology, 13, 1–14. https://doi.org/10.3389/fpsyg.2022.898107