@inproceedings{eb8b2d9205264fb8a8f38e3f6bc24594,
title = "GENERATING EXPLANATORY TEXTS ON RELATIONSHIPS BETWEEN SUBJECTS AND THEIR POSITIONS IN A CURRICULUM USING GENERATIVE AI",
abstract = "Course planning is essential for academic success and the achievement of personal goals. Although universities provide course syllabi and curriculum maps for course planning, integrating and understanding these resources by the learners themselves for effective course planning is time-consuming and difficult. To address this issue, this study proposes a method that uses generative AI to classify relationships between subjects and generate explanatory texts describing the connections of subjects and positions of subjects within the curriculum based on subject and curriculum information. An evaluation experiment involving learners demonstrated a classification accuracy of approximately 70\% for inter-subject relationships. Furthermore, our experimental results confirm that that the generated explanatory texts significantly enhance the understanding of relationships between subjects, and are thus effective for course planning.",
keywords = "Classification of Course Relationships, Course Planning, Curriculum, Generative AI, Syllabus, Text Generation",
author = "Ryusei Munemura and Fumiya Okubo and Tsubasa Minematsu and Yuta Taniguchi and Atsushi Shimada",
note = "Publisher Copyright: {\textcopyright} 2024 Proceedings of the 21st International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2024. All rights reserved.; 21st International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2024 ; Conference date: 26-10-2024 Through 28-10-2024",
year = "2024",
language = "English",
series = "Proceedings of the 21st International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2024",
publisher = "IADIS Press",
pages = "159--166",
editor = "Sampson, \{Demetrios G.\} and Dirk Ifenthaler and Dirk Ifenthaler and Pedro Isaias and Pedro Isaias and Luis Rodrigues",
booktitle = "Proceedings of the 21st International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2024",
}