A Smart English Learning Curriculum Generation Mobile Platform based on Word Root Extension using Artificial Intelligence and LLM (Large Language Model)

This paper addresses the challenges in English language learning, specifically the need for personalized, effective curriculum generation [1]. To solve this, we propose a Smart English Learning Curriculum Generation Mobile Platform using word root extension, leveraging Artificial Intelligence (AI) [2]. This platform tailors lessons based on the learner’s proficiency and progress, using AI algorithms and IoT devices to optimize content delivery. Key technologies include machine learning for content adaptation and IoT for real-time feedback [3]. Challenges such as data privacy and interface complexity were resolved through secure data protocols and user-friendly design. Experimentation across various scenarios showed increased engagement and improved retention rates. The results indicate that the platform significantly enhances learning by adapting to individual needs. This innovative solution offers a dynamic and personalized approach to language education, making it a valuable tool for diverse learners [4].

Authors

Publication Details

Published
2024-10-19
DOI
https://doi.org/10.5121/csit.2024.141908
Citations
2
Primary Topic
Educational Technology and Pedagogy
Type
article
Field-Weighted Citation Impact
0.69
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Smart English Learning Curriculum Generation Mobile Platform based on Word Root Extension using Artificial Intelligence and LLM (Large Language Model)

Yu Sun, Zicheng Lin
2 citations
Educational Technology and Pedagogy
0.69
article

A Smart English Learning Curriculum Generation Mobile Platform based on Word Root Extension using Artificial Intelligence and LLM (Large Language Model)

Yu Sun, Zicheng Lin
article en
2 citations

Abstract

This paper addresses the challenges in English language learning, specifically the need for personalized, effective curriculum generation [1]. To solve this, we propose a Smart English Learning Curriculum Generation Mobile Platform using word root extension, leveraging Artificial Intelligence (AI) [2]. This platform tailors lessons based on the learner’s proficiency and progress, using AI algorithms and IoT devices to optimize content delivery. Key technologies include machine learning for content adaptation and IoT for real-time feedback [3]. Challenges such as data privacy and interface complexity were resolved through secure data protocols and user-friendly design. Experimentation across various scenarios showed increased engagement and improved retention rates. The results indicate that the platform significantly enhances learning by adapting to individual needs. This innovative solution offers a dynamic and personalized approach to language education, making it a valuable tool for diverse learners [4].

Quality Education
Openalex Percentile: Top 23%
Educational Technology and Pedagogy
0.69
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.