{"product_id":"building-recommender-systems-using-large-wang-9783032011510","title":"Building Recommender Systems Using Large Language Models","description":"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. Structured for progressive learning, the book covers foundational LLM concepts, the evolution from classic to LLM-powered recommendation systems, and advanced topics including end-to-end LLM recommenders, conversational agents, and multi-modal integration. Each chapter blends theoretical insights with practical coding exercises and real-world case studies, such as fashion recommendation and generative content creation. The final chapters discuss emerging challenges, including privacy, fairness, and future trends, offering a forward-looking roadmap for research and application. Readers with a basic understanding of machine learning and NLP will find this resource both accessible and invaluable for building effective, modern recommendation systems enhanced by LLMs.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Wang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3032011515\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783032011510\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/09\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 201\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Wang","offers":[{"title":"Paperback","offer_id":47135619088639,"sku":"9783032011510","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ccf211a8-e074-425c-9f77-73da1ed2964c.jpg?v=1755010666","url":"https:\/\/www.whiterainbookhouse.com\/products\/building-recommender-systems-using-large-wang-9783032011510","provider":"WR Book House","version":"1.0","type":"link"}