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❓ASK Based on what does youtube recommend videos to people

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dadayli

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Sometimes you get some videos in the recommended list that don't even match with the content you usually watch, some reasons that shouldn't be taken on consideration of course are :
1-The Video's length : because videos that i noticed, some are long and some are only few seconds .
2- Video's Category : as i said, the videos don't match with the content you're watching .
3- Video's region : i keep getting videos recommended from different regions .

So what do you think that youtube uses to recommend videos to people, based on what standards
 
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Emoney

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I think currently You Tube's video recommendation algorithm is kinda skewed somehow. I keep getting unrelated video recommendation that I'm not interested with.
 

dadayli

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Typically youll have some kind of vector that represents all of the videos you have watched. And then we can compare this vector, using these various similarity metrics, to the vectors of other people to try to find a close match.
it's supposed to work like that, but it gets weirders day by day, like some people from USA got arabian videos suggested in their youtube interface, and the comments on that vid were extermely hilarious
 

Emoney

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Guess it has something to do with how Goggle rolled their May algorithm update, which somehow make low quality sites ranks better.
 

dadayli

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Guess it has something to do with how Goggle rolled their May algorithm update, which somehow make low quality sites ranks better.
we're discussing youtube here, not ranking on youtube, also there's no way to know if the video has a good quality or not only by using likes/dislikes ratio, and those aren't honest always, since they can be bought, and dislikes can be directed too
 

coinmaker

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But sometimes youtube strange and offer to watch something, what I never searched in the internet. For example, tetris championship
 

dadayli

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I guess based on your country/region, the trending videos and categories you have watched previously. Search history also somewhat influences it.
I once got an indian racing video when i'm not even interested in races nor from india, it seems like they get so buggy sometimes, that might be the reason
 

dadayli

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I forgot to mention that the video doesn't gey recommend to me only, but to a large number of users, which means regions/categories have nothing to do with this
 

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I think youtube recommend videos which people are searching and match with their highest views. I think they do not help quality videos that I believed as I have seen lots of good videos majority are not indexing at right keywords that we search.
 

Emoney

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new russian browsers are coming with high speeds and even paying users
What browser is that? May I know it's name?

Anyway, this conversation is starting to wander off from the initial topic, so please stay on the rail and discuss abut YT, thanks.
 

Jasontn

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These recommendationsmainly based on your search history and watch types (like you watch Far Cry game or a specific channel most. so they will feed with other channels matching far cry video or a new game video from same channel you watched most).
 
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