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portada Collaborative Recommendations: Algorithms, Practical Challenges and Applications
Type
Physical Book
Author
Publisher
Language
English
Pages
736
Format
Hardcover
Dimensions
22.9 x 15.2 x 4.0 cm
Weight
1.14 kg.
ISBN13
9789813275348
Categories

Collaborative Recommendations: Algorithms, Practical Challenges and Applications

Shlomo Berkovsky (Author) · Ivan Cantador (Author) · Domonkos Tikk (Author) · World Scientific Publishing Company · Hardcover

Collaborative Recommendations: Algorithms, Practical Challenges and Applications - Berkovsky, Shlomo ; Cantador, Ivan ; Tikk, Domonkos

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Synopsis "Collaborative Recommendations: Algorithms, Practical Challenges and Applications"

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.

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