Related Pins at Pinterest: The Evolution of a Real-World Recommender System

26 Feb 2017David C. LiuStephanie RogersRaymond ShiauDmitry KislyukKevin C. MaZhigang ZhongJenny LiuYushi Jing

Related Pins is the Web-scale recommender system that powers over 40% of user engagement on Pinterest. This paper is a longitudinal study of three years of its development, exploring the evolution of the system and its components from prototypes to present state... (read more)

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