Development of a Learning Advising System Using Generative AI

In this study, we have investigated the feasibility of using Generative AI for personalized learning advice. We develop a learning support system that automatically generates learning advice using Generative AI. Our developed system was introduced to a programing class, and we performed a case study...

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Bibliographic Details
Published in2024 16th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) pp. 693 - 694
Main Authors Ueno, Haruki, Takano, Yasuomi, Sunahara, Kana, Someya, Ginii, Tsurube, Taketo, Komatsugawa, Hiroshi
Format Conference Proceeding
LanguageEnglish
Published IEEE 06.07.2024
Subjects
Generative AI
Informatics
large language models
learning support system
Surveys
Online AccessGet full text
DOI10.1109/IIAI-AAI63651.2024.00140

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Summary:In this study, we have investigated the feasibility of using Generative AI for personalized learning advice. We develop a learning support system that automatically generates learning advice using Generative AI. Our developed system was introduced to a programing class, and we performed a case study of the class. Questionnaire surveys were conducted with the students. The results obtained from the case study indicate that the system give a positive contribution to support learners' own learning.
DOI:10.1109/IIAI-AAI63651.2024.00140