Year: 2024
Type: article
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.
Authors: Muhammad Abbdullah Abbasi, Abbdullah Zahid, Kashif Sultan, Ahmar Hafeez
Institution: Bahria University
Language: English
Subfield: Information Systems
Field: Computer Science
Domain: Physical Sciences
SDG: Quality education
Open Access status: diamond
OpenAlex ID: W4405415834