Balancing Innovation and Tradition: Real-Time, Interactive Learning with LightRAG and Dual-Factor PageRank

This paper presents a groundbreaking approach to enhancing educational experiences by integrating dynamic QA systems and recommendation algorithms. By utilizing LightRAG for real-time question answering and a dual-factor PageRank al- gorithm that balances recency and historical importance for...

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Bibliographic Details
Main Author: Sirisha Velampalli
Format: Article
Language:English
Published: LibraryPress@UF 2025-05-01
Series:Proceedings of the International Florida Artificial Intelligence Research Society Conference
Online Access:https://journals.flvc.org/FLAIRS/article/view/138967
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