Skip to main content
  1. Home
  2. Entertainment
  3. Legacy Archives

Netflix Gives $1 Million Prize to BellKor’s Pragmatic Chaos

Add as a preferred source on Google

netflix-bigBack in 2006, movie rental powerhouse Netflix announced a competition: if someone—or a team of someones—could come up with a way to improve the service’s movie recommendation system by 10 percent, they’d wein $1 million. As expected, the competition drew interest from a wide variety of programmers and statisticians—and, naturally, Netflix began to reap the benefits of recommendation improvements investigated by the competitors without having to spend a dime of its own money on additional engineering and research efforts.

However, today Netflix put its money where its mouth was in 2006, announcing that the team BellKor’s Pragmatic Chaos—a collation of three teams that had previously been competing against each other—have won the $1 million prize. The prize was awarded by Netflix CEO Reed Hastings and Chief Product Officer Neil Hunt in a ceremony in New York.

Recommended Videos

“We had a bona fide race right to the very end,” said Hastings, in a statement. “Teams that had previously battled it out independently joined forces to surpass the 10 percent barrier. New submissions arrived fast and furious in the closing hours.”

BellKor managed to submit their winning solution just 24 minutes ahead of the competition’s three-year deadline on July 26, 2009. Netflix’s panel of in-house and external judges took weeks to evaluate the effectiveness of the submitted solutions.

Given the interest in the Netflix Prize, the company has now announced Netflix Prize 2, which aims to improve the service’s movie recommendation service significantly for Netflix members who don’t rate movies often or at all; instead, the improvements to the recommendation service will have to rely on user demographic information and behavioral cues taken from their use of the Netflix site. Netflix Prize 2 doesn’t set any accuracy goals, but will award $500,000 to the submission with the most improvement after 6 months, and another $500,000 to the best solution after 18 months.

BellKor’s Pragmatic Chaos had seven members—Bob Bell, Martin Chabbert, Michael Jahrer, Yehuda Koren, Martin Piotte, Andreas Toscher and Chris Volinsky—from the Canada, Austra, Israel, and the United States. The awards ceremony was the first time all the team members had met in person. The team hasn’t announced how they plan to split or distribute the prize money.

Geoff Duncan
Former Contributor
Geoff Duncan writes, programs, edits, plays music, and delights in making software misbehave. He's probably the only member…
3 underrated Apple TV shows you should watch this weekend (July 24-26)
Three acclaimed but overlooked Apple TV series headline this weekend's watchlist.
A still from Dark Matter (2024) on Apple TV

Some of the best series on Apple TV have earned great reviews, yet none of them get talked about nearly as much as they deserve. That's why I have included three different genres in this weekend's binge list, which is based on a bestselling sci-fi novel, a beloved wine manga, and a true-crime memoir. The best part is that each one of these shows manages to outdo its source material's reputation on the screen.

We also have guides to the best new movies to stream, the best movies on Netflix, the best movies on Hulu, the best free movies, and the best movies on Amazon Prime Video.

Read more
3 underrated movies on Apple TV you should watch this weekend (July 24-26)
This weekend we have three hidden gems on Apple TV prove some of the platform's best work still flies under the radar.
Denzel Washington playing Macbeth in The Tragedy of Macbeth (2021)

Apple TV's original catalog is full of hidden gems that never got the attention they deserved, and this weekend's picks prove it. From a true story about two Black entrepreneurs outsmarting a racist system, to Denzel Washington's chilling take on Shakespeare's most ambitious villain, to a scrappy Dublin family finding harmony through music, these three movies span very different genres.

We also have guides to the best new movies to stream, the best movies on Netflix, the best movies on Hulu, the best free movies, and the best movies on Amazon Prime Video.

Read more
Amazon is redesigning Prime Video with more AI, but will it fix what frustrates viewers?
Jeff Bezos is personally driving an AI-focused redesign of Prime Video called Lighthouse.
amazon-prime-video-app-home-screen

Prime Video's home screen has looked the same for years, with rows of tiles that rarely matches what you actually want to watch. Amazon is betting AI can change that, and Jeff Bezos is personally driving the effort.

Bezos reportedly directed Prime Video head Mike Hopkins to overhaul the streaming service so AI sits front and center, according to Reuters. The project carries an internal codename, Lighthouse, and it's already reshaping how the app might work.

Read more