For me, it seems like youtube's recommendation system mostly gets stuck in the local optimum. Once you watch a video from a particular channel, it'll keep on recommending the videos from the same channel for months. Soon, the recommendation just consists of stuff from the channels that have you already viewed. You rarely see new types of recommendations.
On YouTube’s recommendation system
31–40 of 337 posts
Re: On YouTube’s recommendation system
#32> For my oldest daughter, it was finding laughter and community with the Vlogbrothers. And for my oldest son, recommendations brought about a better understanding of linear algebra through animated explainers by 3Blue1Brown—with breaks to watch KSI videos. My first thought reading this was about reinforcing a stereotype as the son learning hard sciences and the daughter watching fun shows about people things. Did any…
Re: On YouTube’s recommendation system
#33> 3. Do recommendations drive viewers to increasingly extreme content? > As I’ve explained, we actively demote low-quality information in recommendations. But we also take the additional step of showing viewers authoritative videos about topics that may interest them. Say I watch a video about the COVID-19 vaccine. In my Up Next panel, I’ll see videos from reputable sources like Vox and Bloomberg Quicktake and won’t…
Re: On YouTube’s recommendation system
#34Earlier quoted context omitted.
I can be pretty confident that once I've finished a video, that very same video will be on my YouTube homepage for weeks. It's useless. At this moment, my homepage's first 10 videos include 7 that I've already watched.
Maybe they're being fooled by toddlers who love rewatching the same video over and over again.
Re: On YouTube’s recommendation system
#35Earlier quoted context omitted.
If you're logged in, hover over the video, click the three dot menu, then select "Not Interested". If you are not logged in you can't do this, for obvious algo manipulation reasons.
Yeah, but then Youtube thinks, "He hates that channel!", rather than, "He doesn't want to rewatch old videos." I keep getting old furniture restoration videos in my feed. I've seen them already. How about different channels on the same topic with new videos posted?
Re: On YouTube’s recommendation system
#36Can we get a button to stop recommending videos that have already been watched? On the front page out of 12 videos listed, I've already seen 7 of them and have no need to watch them again.
If you're logged in, hover over the video, click the three dot menu, then select "Not Interested". If you are not logged in you can't do this, for obvious algo manipulation reasons.
Re: On YouTube’s recommendation system
#37Earlier quoted context omitted.
If you're logged in, hover over the video, click the three dot menu, then select "Not Interested". If you are not logged in you can't do this, for obvious algo manipulation reasons.
Yeah, but then Youtube thinks, "He hates that channel!", rather than, "He doesn't want to rewatch old videos." I keep getting old furniture restoration videos in my feed. I've seen them already. How about different channels on the same topic with new videos posted?
Re: On YouTube’s recommendation system
#38Re: On YouTube’s recommendation system
#39For me, it seems like youtube's recommendation system mostly gets stuck in the local optimum. Once you watch a video from a particular channel, it'll keep on recommending the videos from the same channel for months. Soon, the recommendation just consists of stuff from the channels that have you already viewed. You rarely see new types of recommendations.
Re: On YouTube’s recommendation system
#40> 3. Do recommendations drive viewers to increasingly extreme content? > As I’ve explained, we actively demote low-quality information in recommendations. But we also take the additional step of showing viewers authoritative videos about topics that may interest them. Say I watch a video about the COVID-19 vaccine. In my Up Next panel, I’ll see videos from reputable sources like Vox and Bloomberg Quicktake and won’t…