Sunday, July 26, 2009

Netflix Prize Competition Closes - But No Winner Announced Yet

After almost three years, and 44,014 entries from 5,169 teams in 186 countries, the Netflix Prize competition is now closed. Don't know about the Netflix Prize? Read on.

Jon Sanders here. I'm the engineer in charge of the Netflix ratings database and one of the people overseeing the Netflix Prize, which has been a world-wide competition launched in October 2006 to determine who can improve upon the Netflix recommendations system by ten percent. The contest made available to contestants 100 million anonymous movie ratings ranging from one to five stars, the largest such data set ever released. All personal information identifying individual Netflix members was removed from the prize data, which contained only movie titles, star ratings and dates but no text reviews.

The winning team will take home $1 million and Netflix members will benefit as we will incorporate the winner's technology in our recommendations system to continually improve the movie recommendations we make for you.

We'll announce the winner of the Netflix Prize in a few weeks after the submissions have been validated by a team of senior engineers from Netflix and distinguished researchers from the Machine Learning community. Stay tuned for more information, or check www.netflixprize.com if you want to get into the technical details.

185 comments:

  1. I may have misunderstood the rules, but doesn't it say:

    * Contest begins October 2, 2006 and continues through at least October 2, 2011.
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    * To qualify for the $1,000,000 Grand Prize, the accuracy of your submitted predictions on the qualifying set must be at least 10% better than the accuracy Cinematch can achieve on the same training data set at the start of the Contest.
    (My highlights.)

    So shouldn't the competition continue until at least the published date and then give the prize to the team that has come farthest and is at least 10% better than Cinematch?

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  2. Hi Knaldskalle,

    Thanks for your question. The contest closed in accordance with the rules, thirty (30) days after a submitted prediction set achieved the Grand Prize qualifying RMSE on the quiz subset. The excerpts you cite are from the “in a nutshell” preface to the rules, which provide a summary but are not the complete story.

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  3. Thanks for the clarification, Jon.

    Congratulations on getting a winner (whoever it may turn out to be)! I'm looking forward to getting even better recommendations in the future as Netflix implements this.

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  11. netflix' rating system need improvement! there's no "indifferent"/ "so-so" choice. you either have to have liked the movie or not liked it. but i find most of the stuff just ok, i could take it or leave it. so my ratings really don't indicate my tastes.

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  13. Suggestions:

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    4. One of the selection criteria that may need fine-tuning is that I get some movies for my husband that only he watches while I get some for me.

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