Collaborative Recommendations: Algorithms, Practical Challenges And Applications
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A01=Domonkos Tikk
A01=Ivan Cantador
A01=Shlomo Berkovsky
Author_Domonkos Tikk
Author_Ivan Cantador
Author_Shlomo Berkovsky
Category=UMB
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Recommender Systems
Product details
- ISBN 9789813275348
- Publication Date: 09 Jan 2019
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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Recommender systems are very popular nowadays, as both an academic research field and services provided by numerous companies for e-commerce, multimedia and Web content. Collaborative-based methods have been the focus of recommender systems research for more than two decades.The unique feature of the compendium is the technical details of collaborative recommenders. The book chapters include algorithm implementations, elaborate on practical issues faced when deploying these algorithms in large-scale systems, describe various optimizations and decisions made, and list parameters of the algorithms.This must-have title is a useful reference materials for researchers, IT professionals and those keen to incorporate recommendation technologies into their systems and services.
