Intelligent Course Recommendation: A Hybrid Deep Learning Perspective: Innovative Strategies for AI-Driven Academic Guidance - Brossura

Kolli, Chandra Sekhar; Vadisena, Venkata Krishna Reddy; Gottala, A K S Rajeev Kumar

 
9786208440961: Intelligent Course Recommendation: A Hybrid Deep Learning Perspective: Innovative Strategies for AI-Driven Academic Guidance
Brossura
ISBN 10: 6208440963 ISBN 13: 9786208440961
Casa editrice: LAP LAMBERT Academic Publishing, 2025

Sinossi

In an era where educational choices can overwhelm students, HHFHNet emerges as a groundbreaking solution for precise course recommendations. This comprehensive guide introduces readers to the innovative Hybrid HAN HDLTex Forward Harmonic Net (HHFHNet) architecture, a sophisticated system that combines the power of Hierarchical Attention Networks (HAN) and Hierarchical Deep Learning for Texts (HDLTex). Through detailed exploration of Term Frequency-Inverse Document Frequency (TF-IDF), ranking-based recommendations, and Explainable Artificial Intelligence (XAI), readers will master the intricacies of building intelligent course recommendation systems. The book presents a novel approach to educational guidance, incorporating content-based filtering, collaborative filtering, and hybrid methods to address the challenging cold-start problem. Whether you're an AI researcher, educational technologist, or academic institution developer, this essential resource provides the theoretical foundation and practical implementation strategies needed to revolutionize course selection processes.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2025
Lingua
Inglese
ISBN 10 
6208440963
ISBN 13 
9786208440961
Rilegatura
Copertina flessibile
Numero di pagine
64
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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