Netflix Experiment In Outsourced Innovation Showing Good Results

from the surprize dept

Last year, Netflix announced that it would award $1 million to any individual or team that could devise a way for it to improve its movie recommendation engine by at least 10%. While prizes for innovation have grown in popularity in recent years, Netflix is one of the few private business to have attempted something on this scale. Although no team has hit the 10% threshold so far, the contest seems to be going very well. At the moment, a team from Canada and a team from Hungary are duking it out for the top spot out of a field 18,000. The company says they're improvements have led to a 7.42% improvement in recommendation relevancy. One concern initially was whether this contest would capture the imagination of participants the way the X-Prize or DARPA Grand Challenge did. But on this measure, the contest seems to be doing quite well. In addition to the sheer number of participants, it's also spawned a number of academic papers relating to the subject. Although the contest isn't over, the apparent success of it (from multiple standpoints) would seem to augur more of these experiments by other companies going forward.
Hide this

Thank you for reading this Techdirt post. With so many things competing for everyone’s attention these days, we really appreciate you giving us your time. We work hard every day to put quality content out there for our community.

Techdirt is one of the few remaining truly independent media outlets. We do not have a giant corporation behind us, and we rely heavily on our community to support us, in an age when advertisers are increasingly uninterested in sponsoring small, independent sites — especially a site like ours that is unwilling to pull punches in its reporting and analysis.

While other websites have resorted to paywalls, registration requirements, and increasingly annoying/intrusive advertising, we have always kept Techdirt open and available to anyone. But in order to continue doing so, we need your support. We offer a variety of ways for our readers to support us, from direct donations to special subscriptions and cool merchandise — and every little bit helps. Thank you.

–The Techdirt Team


Reader Comments

Subscribe: RSS

View by: Time | Thread


  • identicon
    Anonymous Coward, 5 Jun 2007 @ 12:19am

    My new Netflix account has the following rentals on it:

    Men Alone 2: The KY Connection
    Huge Jugg Babes 7
    Bukake B*tches Part 2
    The Care Bears Movie
    The Color Purple

    What would you suggest next?

    link to this | view in chronology ]

    • identicon
      Anonymous Coward, 5 Jun 2007 @ 12:32am

      Re:

      link to this | view in chronology ]

    • identicon
      Anonymous Coward, 5 Jun 2007 @ 2:32am

      Re:

      link to this | view in chronology ]

    • identicon
      Enrico Suarve, 5 Jun 2007 @ 2:58am

      Re:

      A cold shower and a restraining order preventing you from hanging around schools ;0)

      link to this | view in chronology ]

    • identicon
      Spaz, 5 Jun 2007 @ 4:53am

      Re:

      I suggest you sign up with Blockbuster or Wal-mart

      link to this | view in chronology ]

    • identicon
      haywood, 5 Jun 2007 @ 5:34am

      Re:

      That's why relevance is unlikely to work. It may work for people who are in a rut and intend to stay there. Personally anyone who uses relevant suggestions on me loses points big time, it is just friggin annoying. I shop to fill needs, not because someone suggested it.

      link to this | view in chronology ]

      • identicon
        Anonymous Coward, 5 Jun 2007 @ 6:13am

        Re: Re:

        the purpose of recommendations is usually to let you know about movies you may not have otherwise considered. its not like you're bound to only shop within the recommendations, but i have found that a lot of times movies i enjoy end up being recommended. as i tell it which ones i've already seen, it leaves me with a pool of movies i haven't seen that i may be interested in watching. since you can go through a decent amount of movies, it helps to have a recommendation engine since obviously, i don't know a lot about movies i've never seen

        link to this | view in chronology ]

      • identicon
        Anonymous Coward, 5 Jun 2007 @ 6:25am

        Re: Re:

        ah, the mark of an open-minded individual!

        link to this | view in chronology ]

        • identicon
          Anonymous Coward, 5 Jun 2007 @ 6:31am

          Re: Re: Re:

          last comment RE: haywood, btw.

          Edit to add something useful:

          I used to ignore recommendations too, but have come across dozens of fantastic movies I may not have since paying attention to them. Older movies, obscure movies, foreign films.

          I'm extremely anti-advertisement so the last thing I want is more 'recommendations' to buy things (e.g. Amazon), but coming from a subscription service that doesn't require me to pay more to indulge in those recommendations, I say keep 'em coming! This is a rare case of marketing meeting both the customer and supplier's needs.

          link to this | view in chronology ]

    • identicon
      andy, 24 Nov 2008 @ 1:24pm

      Re:

      A visit to a psychologist :)

      link to this | view in chronology ]

  • identicon
    Geoff, 5 Jun 2007 @ 7:18am

    Recommendations

    The recommendations sections are actually useful if you take the time to review them - But nothing is more useful than those "other's that have rented/purchased your selection ALSO rented/bought this" sections. If I am interested in Huge Juggs Babes then I probably want to view some things that someone else with similar interests has watched. Then again I hate the Care Bears with a passion, but I digress.

    link to this | view in chronology ]

  • identicon
    Bad Credit Mortgage, 17 Jun 2010 @ 6:47am

    I found your website perfect for my needs. It contains wonderful and helpful posts. I have read most of them and got a lot from them. To me, you are doing the great work. Carry on this. work at home In the end, I would like to thank you for making such a nice website.


    Scholarship

    link to this | view in chronology ]


Follow Techdirt
Essential Reading
Techdirt Deals
Report this ad  |  Hide Techdirt ads
Techdirt Insider Discord

The latest chatter on the Techdirt Insider Discord channel...

Loading...
Recent Stories

This site, like most other sites on the web, uses cookies. For more information, see our privacy policy. Got it
Close

Email This

This feature is only available to registered users. Register or sign in to use it.