Human Curation and Convnets: Powering Item-to-Item Recommendations on Pinterest

Dmitry Kislyuk
Dmitry Kislyuk
Yuchen Liu
Yuchen Liu
David Liu
David Liu

arXiv: Computer Vision and Pattern Recognition, Volume abs/1511.04003, 2015.

Cited by: 8|Bibtex|Views39
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

This paper presents Pinterest Related Pins, an item-to-item recommendation system that combines collaborative filtering with content-based ranking. We demonstrate that signals derived from user curation, the activity of users organizing content, are highly effective when used in conjunction with content-based ranking. This paper also demo...More

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