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Machine Learning-Based Personalized Recommendation Algorithms and Their Applications - Chaohui Liu,Lingling Li

English
2026-11-26
€125.94 €157.43

-20% with code BOOKS

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1. Introduction 2. Theoretical Foundations of Machine Learning 3. Theoretical Foundations of Personalized Recommendation Algorithms 4. A Frequent Itemset Mining Algorithm Using a Novel Three-Dimensional Itemset Matrix and Vectors 5. Collaborative Filtering Algorithm Integrating Penalty Factors and Temporal Weighting 6. Collaborative Filtering Algorithm Based on User Attributes and Item Ratings 7. Prototype ... Full description

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Description

1. Introduction 2. Theoretical Foundations of Machine Learning 3. Theoretical Foundations of Personalized Recommendation Algorithms 4. A Frequent Itemset Mining Algorithm Using a Novel Three-Dimensional Itemset Matrix and Vectors 5. Collaborative Filtering Algorithm Integrating Penalty Factors and Temporal Weighting 6. Collaborative Filtering Algorithm Based on User Attributes and Item Ratings 7. Prototype System for Personalized Book Recommendation 8. Conclusions and Future Work

More Information

Author Chaohui Liu, Lingling Li
Publisher Taylor & Francis Ltd
Release year 2026
Cover type Hardcover
EAN 9781041285670
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€125.94 €157.43