Mapping AI Tools in Education: A Topic Modeling Analysis of Cognitive, Metacognitive, and Affective Insights

Michael Pin-Chuan Lin, Arita Li Liu, Saeed Saffari, Daniel Chang, Jeeho Ryoo. Mapping AI Tools in Education: A Topic Modeling Analysis of Cognitive, Metacognitive, and Affective Insights. In Sabine Graf, Angelos I. Markos, editors, Generative Systems and Intelligent Tutoring Systems - 21st International Conference, ITS 2025, Alexandroupolis, Greece, June 2-6, 2025, Proceedings, Part I. Volume 15723 of Lecture Notes in Computer Science, pages 88-101, Springer, 2025. [doi]

@inproceedings{LinLSCR25,
  title = {Mapping AI Tools in Education: A Topic Modeling Analysis of Cognitive, Metacognitive, and Affective Insights},
  author = {Michael Pin-Chuan Lin and Arita Li Liu and Saeed Saffari and Daniel Chang and Jeeho Ryoo},
  year = {2025},
  doi = {10.1007/978-3-031-98281-1_7},
  url = {https://doi.org/10.1007/978-3-031-98281-1_7},
  researchr = {https://researchr.org/publication/LinLSCR25},
  cites = {0},
  citedby = {0},
  pages = {88-101},
  booktitle = {Generative Systems and Intelligent Tutoring Systems - 21st International Conference, ITS 2025, Alexandroupolis, Greece, June 2-6, 2025, Proceedings, Part I},
  editor = {Sabine Graf and Angelos I. Markos},
  volume = {15723},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-98281-1},
}