Artificial Intelligence (AI) Driven Automated Learning Management System

Nowadays, many individual instructors, content creators, and even entire universities are gravitating towards the use of comprehensive learning management systems (LMSs). However, the utilization of existing LMSs is becoming tedious due to the diversification in education. The automated LMS will overcome the challenges faced by content creators and instructors using traditional LMSs. The automated learning management system (autoLMS) is a web-based, artificial intelligence-driven platform designed to enhance the efficiency of course creators by automatically generating educational resources. By taking an educational video as input, autoLMS outputs resources requested by the content creators, including summaries, key points, lecture notes, quizzes, assignments, papers, and project ideas. The main objective is to simplify content generation for course creators, who traditionally have to manually generate content such as key points, summaries, and quizzes after uploading educational videos on platforms like Udemy and Coursera. This study produces a fully functional prototype. Post-development, the system will undergo rigorous testing and analysis to validate its efficiency, usability, performance, and functionality.

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Institutions

Publication Details

Journal
Foundation University Journal of Engineering and Applied Sciences (HEC Recognized Y Category ISSN 2706-7351)
Published
2024-11-27
DOI
https://doi.org/10.33897/fujeas.v5i1.891
Citations
2
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
0.82
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article

Artificial Intelligence (AI) Driven Automated Learning Management System

A Zahid, Mahdi Abbasi, Kashif Sultan, A. Hafeez
2 citations
Foundation University Journal of Engineering and Applied Sciences (HEC Recognized Y Category ISSN 2706-7351)
Online Learning and Analytics
0.82
article

Artificial Intelligence (AI) Driven Automated Learning Management System

A Zahid, Mahdi Abbasi, Kashif Sultan, A. Hafeez
article en
2 citations

Abstract

Nowadays, many individual instructors, content creators, and even entire universities are gravitating towards the use of comprehensive learning management systems (LMSs). However, the utilization of existing LMSs is becoming tedious due to the diversification in education. The automated LMS will overcome the challenges faced by content creators and instructors using traditional LMSs. The automated learning management system (autoLMS) is a web-based, artificial intelligence-driven platform designed to enhance the efficiency of course creators by automatically generating educational resources. By taking an educational video as input, autoLMS outputs resources requested by the content creators, including summaries, key points, lecture notes, quizzes, assignments, papers, and project ideas. The main objective is to simplify content generation for course creators, who traditionally have to manually generate content such as key points, summaries, and quizzes after uploading educational videos on platforms like Udemy and Coursera. This study produces a fully functional prototype. Post-development, the system will undergo rigorous testing and analysis to validate its efficiency, usability, performance, and functionality.

Foundation University Journal of Engineering and Applied Sciences (HEC Recognized Y Category ISSN 2706-7351)Vol. 5(1)
Bahria University (PK)
Openalex Percentile: Top 17%
Online Learning and Analytics
0.82
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