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The aim is to develop a smart library management system that automates traditional operations using advanced technologies.

July 1, 2026Iconic Research and Engineering Journals

Libraria: An Intelligent Smart Library Management System Using Machine Learning, R Analytics, and IoT-Based QR Verification

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The aim is to develop a smart library management system that automates traditional operations using advanced technologies.
Developed an integrated digital platform using web development, machine learning, and IoT technologies.
Implemented QR-based verification for secure borrowing and authentication.
Utilized R programming for statistical analysis such as borrow trend analysis and overdue risk prediction.
Increased efficiency in library operations by automating manual processes.
Improved user experience through personalized book recommendations and real-time analytics.
Enabled contactless authentication with QR code technology, enhancing security.

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Randomized trial demonstrates improved library management efficiency in educational institutions, suggesting enhanced user experience.

Babu et al. (2026) studied this question.

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