AI-Driven Language Learning Platform for Thai Learners: A Design Thinking Approach

This research aims to develop an online language learning platform by integrating Artificial Intelligence (AI) technology and Design Thinking principles during the post-COVID-19 period, which found digital technology in education increased by 38 times compared to the pre-COVID-19 period. The study developed a platform prototype with the ability to increase learning efficiency by up to 40%, comprising an automated language level assessment system, personalized learning plan creation, and a social learning system. Testing with a sample of 47 participants revealed that the platform received 81.30% satisfaction from learners, with a mean of 4.07 and standard deviation (SD) of 0.59, and 82.70<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">%</sup> satisfaction from instructors, with a mean of 4.13 and SD of 0.64. The system's core innovation is real-time learner development analysis and tracking. Organizations implementing Design Thinking innovations achieved a success rate of 75% and increased user acceptance by 40%. This research demonstrates the potential of integrating AI technology with user-centered design principles to develop educational innovations in the digital era.

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Publication Details

Published
2025-04-02
DOI
https://doi.org/10.1109/icci64209.2025.10987504
Primary Topic
Natural Language Processing Techniques
Type
article
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article

AI-Driven Language Learning Platform for Thai Learners: A Design Thinking Approach

Mahasak Ketcham, Montean Rattanasiriwongwut, Theerawut Tantiathimongkhon
Natural Language Processing Techniques
article

AI-Driven Language Learning Platform for Thai Learners: A Design Thinking Approach

Mahasak Ketcham, Montean Rattanasiriwongwut, Theerawut Tantiathimongkhon
article en

Abstract

This research aims to develop an online language learning platform by integrating Artificial Intelligence (AI) technology and Design Thinking principles during the post-COVID-19 period, which found digital technology in education increased by 38 times compared to the pre-COVID-19 period. The study developed a platform prototype with the ability to increase learning efficiency by up to 40%, comprising an automated language level assessment system, personalized learning plan creation, and a social learning system. Testing with a sample of 47 participants revealed that the platform received 81.30% satisfaction from learners, with a mean of 4.07 and standard deviation (SD) of 0.59, and 82.70<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">%</sup> satisfaction from instructors, with a mean of 4.13 and SD of 0.64. The system's core innovation is real-time learner development analysis and tracking. Organizations implementing Design Thinking innovations achieved a success rate of 75% and increased user acceptance by 40%. This research demonstrates the potential of integrating AI technology with user-centered design principles to develop educational innovations in the digital era.

King Mongkut's University of Technology North Bangkok (TH)
Quality Education
Openalex Percentile: Top 95%
Natural Language Processing Techniques
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