TY - GEN
T1 - Integrating Generative Artificial Intelligence in Learning Analytics
T2 - 11th International Symposium on Educational Technology, ISET 2025
AU - Wong, Tak Ming Billy
AU - Li, Kam Cheong
AU - Chau, Charlotte S.Y.
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - This paper presents a comprehensive review of studies on the application of generative artificial intelligence (AI) in learning analytics. The review encompasses 49 articles sourced from Scopus, spanning the years 2022 to 2024. The results reveal patterns of relevant publications based on regions of authors' affiliations, research methods, research objectives and issues, types of generative AI tools, and purposes of conducting learning analytics. The findings highlight potential directions for future research on the integration of generative AI into learning analytics to address limitations such as the lack of evaluation on the long-term impact on teaching and learning outcomes, ethical considerations, and education inclusivity.
AB - This paper presents a comprehensive review of studies on the application of generative artificial intelligence (AI) in learning analytics. The review encompasses 49 articles sourced from Scopus, spanning the years 2022 to 2024. The results reveal patterns of relevant publications based on regions of authors' affiliations, research methods, research objectives and issues, types of generative AI tools, and purposes of conducting learning analytics. The findings highlight potential directions for future research on the integration of generative AI into learning analytics to address limitations such as the lack of evaluation on the long-term impact on teaching and learning outcomes, ethical considerations, and education inclusivity.
KW - AI
KW - generative artificial intelligence
KW - human-AI collaboration
KW - learning analytics
UR - https://www.scopus.com/pages/publications/105015614004
U2 - 10.1109/ISET65607.2025.00018
DO - 10.1109/ISET65607.2025.00018
M3 - Conference contribution
AN - SCOPUS:105015614004
T3 - Proceedings - 2025 International Symposium on Educational Technology, ISET 2025
SP - 44
EP - 48
BT - Proceedings - 2025 International Symposium on Educational Technology, ISET 2025
A2 - Chui, Kwok Tai
A2 - Jaikaeo, Chaiporn
A2 - Niramitranon, Jitti
A2 - Kaewmanee, Wattana
A2 - Ng, Kwan-Keung
A2 - Ongkunaruk, Pornthipa
Y2 - 22 July 2025 through 25 July 2025
ER -