Rakuten Institute of Technology Paris

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recsysfr

Talk given by Laurent Ach during the RecsysFR meetup on March 23rd 2016

Données & analyses

February 2016
Laurent Ach
Rakuten Institute of Technology Paris
Projects on Recommendation

Rakuten Institute of Technology
Boston
New YorkTokyo
Singapore
Paris

Institute of Technology
Some Projects About
Recommendation
in RIT Paris

Institute of Technology
Fashion Recommendation
Simona Maggio, Lowik Chanussot, Cécilia Lejeune, RIT Paris
Using Computer Vision to do recommendation of similar and
complementary clothes

Institute of Technology
Fashion Recommendation (for PriceMinister)
What could I
wear with this
blouse?
#SuitApp: we suggests this outfit.
What about those matches?
Demo Video: https://www.youtube.com/watch?v=ZmB3_ORkAE0
Similarity matching and recommendations based on pictures from fashion magazines
Simona Maggio

Institute of Technology
Navigation in Feature Spaces
Natural navigation in multidimensional spaces of product features
Ken Prepin
color
pattern
style
fashion feature space
same style but far away
navigable space
close style & color & pattern

Institute of Technology
Offline Evaluation of Recommender Systems
RecoMix - Platform for evaluation of recommender systems from exported data
Robin Swezey
User Action Logs
WebSite
Simulator
Recommender
System
API calls
Prior Training Set

http://rit.rakuten.co.jp
http://www.facebook.com/rakutenRIT

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Rakuten Institute of Technology Paris

1. February 2016 Laurent Ach Rakuten Institute of Technology Paris Projects on Recommendation

2. Rakuten Worldwide

3. Rakuten Institute of Technology Boston New YorkTokyo Singapore Paris

4. Institute of Technology Some Projects About Recommendation in RIT Paris

5. Institute of Technology Fashion Recommendation Simona Maggio, Lowik Chanussot, Cécilia Lejeune, RIT Paris Using Computer Vision to do recommendation of similar and complementary clothes

6. Institute of Technology Fashion Recommendation (for PriceMinister) What could I wear with this blouse? #SuitApp: we suggests this outfit. What about those matches? Demo Video: https://www.youtube.com/watch?v=ZmB3_ORkAE0 Similarity matching and recommendations based on pictures from fashion magazines Simona Maggio

7. Institute of Technology Navigation in Feature Spaces Natural navigation in multidimensional spaces of product features Ken Prepin color pattern style fashion feature space same style but far away navigable space close style & color & pattern

8. Institute of Technology Offline Evaluation of Recommender Systems RecoMix - Platform for evaluation of recommender systems from exported data Robin Swezey User Action Logs WebSite Simulator Recommender System API calls Prior Training Set

9. http://rit.rakuten.co.jp http://www.facebook.com/rakutenRIT