Tutorial on application-oriented evaluation of recommendation systems
Autor: | Guy Shani, Asela Gunawardana |
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Rok vydání: | 2013 |
Předmět: | |
Zdroj: | AI Communications. 26:225-236 |
ISSN: | 0921-7126 |
Popis: | Recommendation systems are now widely used in many commercial applications. This tutorial focuses on the evaluation of such systems, from an application-oriented view. The tutorial recommends best practices, suggests a protocol for the evaluation process, and reviews a set of metrics that can be evaluated. The practices in this paper are motivated by similar procedures in nearby areas, such as machine learning, and information retrieval. |
Databáze: | OpenAIRE |
Externí odkaz: |