Learnova: An Intelligent LMS for Personalized Education and Comprehensive Management

In the rapidly evolving education landscape, the demand for a smart, integrated platform to support teaching, learning, and administrative processes is more pressing than ever. Existing Learning Management Systems (LMS) are standalone, offering no features such as personalized learning paths, real-time analytics, and streamlined course management. To address these limitations, we present Learnova, an innovative LMS developed under Team Dexians. Learnova leverages the most advanced technologies such as AI, machine learning, and real-time data processing to create a unified and adaptive learning ecosystem. The platform offers holistic features such as seamless course creation and enrollment, real-time attendance tracking, interactive quizzes, and automated certificate issuing. Built on high-performance React.js, Node.js, and MongoDB, Learnova also leverages Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) to deliver personalized learning experiences based on the individual user's requirements. By enhancing learner engagement, automating administrative functions, and offering scalable solutions for educational institutions and corporate training programs, Learnova is poised to revolutionize the digital education landscape. Lastly, it bridges the gap between personalized learning and efficient education management, setting a new benchmark in the EdTech landscape.

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Publication Details

Journal
International Research Journal on Advanced Engineering and Management (IRJAEM)
Published
2025-03-28
DOI
https://doi.org/10.47392/irjaem.2025.0140
Primary Topic
Educational Technology and Assessment
Type
article
Field-Weighted Citation Impact
0.00
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article

Learnova: An Intelligent LMS for Personalized Education and Comprehensive Management

M. Vanitha, Mrs. A. Sangeetha, Mr. S. Sabari Kameswaran, Mr. S. Kirshoth et al.
International Research Journal on Advanced Engineering and Management (IRJAEM)
Educational Technology and Assessment
article

Learnova: An Intelligent LMS for Personalized Education and Comprehensive Management

M. Vanitha, Mrs. A. Sangeetha, Mr. S. Sabari Kameswaran, Mr. S. Kirshoth, Mr. J. P. Tharun
article en

Abstract

In the rapidly evolving education landscape, the demand for a smart, integrated platform to support teaching, learning, and administrative processes is more pressing than ever. Existing Learning Management Systems (LMS) are standalone, offering no features such as personalized learning paths, real-time analytics, and streamlined course management. To address these limitations, we present Learnova, an innovative LMS developed under Team Dexians. Learnova leverages the most advanced technologies such as AI, machine learning, and real-time data processing to create a unified and adaptive learning ecosystem. The platform offers holistic features such as seamless course creation and enrollment, real-time attendance tracking, interactive quizzes, and automated certificate issuing. Built on high-performance React.js, Node.js, and MongoDB, Learnova also leverages Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) to deliver personalized learning experiences based on the individual user's requirements. By enhancing learner engagement, automating administrative functions, and offering scalable solutions for educational institutions and corporate training programs, Learnova is poised to revolutionize the digital education landscape. Lastly, it bridges the gap between personalized learning and efficient education management, setting a new benchmark in the EdTech landscape.

International Research Journal on Advanced Engineering and Management (IRJAEM)Vol. 3(03)
Artificial Intelligence in Medicine (Canada) (CA)
Openalex Percentile: Top 93%
Educational Technology and Assessment
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