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1. Videos

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     33:53

     youtube.com

     How does YouTube recommend videos? - AI EXPLAINED!

     Jun 3, 2019

     27K Views

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     blog.youtube

     On YouTube’s recommendation system

     Sep 14, 2021

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     58:46

     youtube.com

     Recommender Systems: Basics, Types, and Design Consideration

     Feb 1, 2023

     29.2K Views

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2. blog.youtube › on-youtubes-recommendation-systemOn YouTube’s recommendation system - YouTube Blog

   blog.youtube › on-youtubes-recommendation-system

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   Sep 15, 2021 · Recommendations drive a significant amount of the overall viewership on YouTube, even more than channel subscriptions or search. I’ve spent over a decade at YouTube building our recommendation system and I’m proud to see how it’s become an integral part of everyone’s YouTube experience.

   • Press

     Contacting a YouTube channel owner. Clicking on a YouTube...

   • News & Events

     Discover everything that is happening at YouTube, from the...

3. www.youtube.com › product-features › recommendationsNavigating YouTube's Recommended Videos - How YouTube Works

   www.youtube.com › product-features › recommendations

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   YouTube video Recommendations help you find more of the videos you love. Discover how we recommend and suggest which videos you should watch next. ... Our recommendation system is constantly ...

4. towardsdatascience.com › breaking-down-youtubesBreaking Down YouTube’s Recommendation Algorithm

   towardsdatascience.com › breaking-down-youtubes

   Apr 17, 2023 · YouTube’s recommender system is broken down into 2 stages: the candidate generation stage, which filters the pool of Billions of videos down to a few hundred, and the ranking stage, which further narrows down and sorts the candidates that end up in front of the user.

5. blog.hootsuite.com › how-the-yoHow the YouTube Algorithm Works in 2024 - Hootsuite

   blog.hootsuite.com › how-the-yo

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   Apr 8, 2024 · In 2012, YouTube adjusted its recommendation system to support time spent watching each video. It also included time spent on the platform overall. When people find videos valuable and interesting, they watch them for longer. Or, so the theory goes. This shift to reward watch time was a game changer.

6. influencermarketinghub.com › how-does-the-youtubeHow Does the YouTube Algorithm Work: A 2024 Guide

   influencermarketinghub.com › how-does-the-youtube

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   Sep 12, 2024 · YouTube’s recommendation system is highly personalized, meaning that each user receives a unique set of recommendations tailored to their behavior, interests, and viewing history. While the exact workings of the algorithm are kept confidential, there are clear insights into the main factors influencing its decisions.

   • The YouTube algorithm relies on video owners to tell the platform what the video is about. This is through keywords and YouTube tags in the video....
   • How do you beat the YouTube algorithm and get more views? Build compelling content Use captivating thumbnails Ask viewers to subscribe Create playl...
   • Beating the YouTube algorithm is difficult. It is, of course, possible when you build your own YouTube channel. You need to regularly churn out con...

7. indianexpress.com › article › explainedExplained: Here is how YouTube recommendations work

   indianexpress.com › article › explained

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   Oct 24, 2021 · Key moments in YouTube’s reccomendation system What decides the YouTube algorithm for recommendations? YouTube tries to predict what a user would like to see next based on what they usually like to watch, based on their own preferences and interests. It does not use connections from the social network to recommend what to watch next.

8. People also ask

   How does YouTube's recommendation system work?

   • YouTube’s recommendation system is highly personalized, meaning that each user receives a unique set of recommendations tailored to their behavior, interests, and viewing history. While the exact workings of the algorithm are kept confidential, there are clear insights into the main factors influencing its decisions.

   How Does the YouTube Algorithm Work in 2024? - Influencer Marketin…

   influencermarketinghub.com/how-does-the-youtube-algorithm-work/

   See all results for this question

   Why did YouTube change its recommendation system in 2012?

   • In 2012, YouTube adjusted its recommendation system to support time spent watching each video. It also included time spent on the platform overall. When people find videos valuable and interesting, they watch them for longer. Or, so the theory goes. This shift to reward watch time was a game changer.

   How the YouTube Algorithm Works in 2024 - Hootsuite

   blog.hootsuite.com/how-the-youtube-algorithm-works/

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   How does YouTube recommender work?

   • Let’s get started. YouTube’s recommender system is broken down into 2 stages: the candidate generation stage, which filters the pool of Billions of videos down to a few hundred, and the ranking stage, which further narrows down and sorts the candidates that end up in front of the user.

   Breaking Down YouTube’s Recommendation Algorithm

   towardsdatascience.com/breaking-down-youtubes-recommendation-algorithm-94aa3aa066c6

   See all results for this question

   How does YouTube recommend videos?

   • YouTube recommends videos in three different places on the platform. This is what you see when you open up the YouTube app or visit the YouTube website. It’s personalized to each viewer. The recommendation engine selects videos for the Home screen based on: These are the videos recommended alongside the video you’re already watching.

   How the YouTube Algorithm Works in 2024 - Hootsuite

   blog.hootsuite.com/how-the-youtube-algorithm-works/

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   Where do YouTube recommendations come from?

   • Users now encounter recommendations at two places — one on the homepage as they enter YouTube which is a mix of content based on past viewing and subscriptions as well as latest news. Then they also see recommendations in the “Up Next” panel as they are watching a video. What decides the YouTube algorithm for recommendations?

   Explained: Here is how YouTube recommendations work

   indianexpress.com/article/explained/youtube-recommendations-explained-7587523/

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   Why are YouTube recommendations important?

   • Discovering more of the videos you love is important and YouTube's recommendations help you do that. Whether it’s a great new recipe to try or your next favorite song, recommendations depend on accurately predicting the videos you want to watch.

   Navigating YouTube's Recommended Videos - How YouTube Works

   www.youtube.com/howyoutubeworks/product-features/recommendations/

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9. www.socialmediatoday.com › news › youtube-sharesYouTube Shares Overview of its Content Recommendation Systems ...

   www.socialmediatoday.com › news › youtube-shares

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   Sep 15, 2021 · YouTube has published a new overview of how its content recommendations system works, which is one of the central drivers of video reach and views on the platform, and may help YouTube marketers get a better understanding of what guides optimal response.