Design and Evaluation of an Intelligent Learning Management System

This paper presents the design, implementation, and evaluation of an intelligent Learning Management System (LMS) that integrates advanced features such as semantic search using a knowledge graph (Neo4j), fine-grained access control for content and role-based authentication.Our LMS incorporates automated tagging, multilingual document indexing, and a permission workflow for secure content delivery.In a comparative analysis with Moodle, our experimental evaluations demonstrate improvements in retrieval accuracy, latency in access control, and overall user satisfaction.These results highlight the potential of our LMS to serve as a next-generation educational platform that supports fairness and enhanced usability.

Publication Details

Journal
IJARCCE
Published
2025-05-05
DOI
https://doi.org/10.17148/ijarcce.2025.14497
Primary Topic
Educational Technology and Assessment
Type
article
Field-Weighted Citation Impact
0.00
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article

Design and Evaluation of an Intelligent Learning Management System

IJARCCE
Educational Technology and Assessment
article

Design and Evaluation of an Intelligent Learning Management System

article en

Abstract

This paper presents the design, implementation, and evaluation of an intelligent Learning Management System (LMS) that integrates advanced features such as semantic search using a knowledge graph (Neo4j), fine-grained access control for content and role-based authentication.Our LMS incorporates automated tagging, multilingual document indexing, and a permission workflow for secure content delivery.In a comparative analysis with Moodle, our experimental evaluations demonstrate improvements in retrieval accuracy, latency in access control, and overall user satisfaction.These results highlight the potential of our LMS to serve as a next-generation educational platform that supports fairness and enhanced usability.

IJARCCEVol. 14(4)
Openalex Percentile: Top 87%
Educational Technology and Assessment
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Design and Evaluation of an Intelligent Learning Management System · IJARCCE (2025) | TGRS Research Map | TGRS