Building Recommender Systems Using Large Language Models
Building Recommender Systems Using Large Language Models
English | 2025 | ISBN: 3032011515 | 229 Pages | PDF EPUB (True) | 14 MB
English | 2025 | ISBN: 3032011515 | 229 Pages | PDF EPUB (True) | 14 MB
This book offers a comprehensive exploration of the intersection between Large Language Models (LLMs) and recommendation systems, serving as a practical guide for practitioners, researchers, and students in AI, natural language processing, and data science. It addresses the limitations of traditional recommendation techniques—such as their inability to fully understand nuanced language, reason dynamically over user preferences, or leverage multi-modal data—and demonstrates how LLMs can revolutionize personalized recommendations. By consolidating fragmented research and providing structured, hands-on tutorials, the book bridges the gap between cutting-edge research and real-world application, empowering readers to design and deploy next-generation recommender systems.