algorithmic, recommendation-based model of content distrib.
Aug 8, 2022 9:13:50 GMT -5
Marshall and Dub like this
Post by PaulKay on Aug 8, 2022 9:13:50 GMT -5
I came across an article talking about how sites like YouTube have designed their browsers and apps to use "algorithmic, recommendation-based model of content distribution" in deciding which content to present. If you've spent any time on the YouTube home page or in a YouTube app, you can get a sense of what "the algorithms" think you want to see. According to the article, these algorithms are AI-based. But basically they just use your prior browsing history to categorize your interests and then tailor recommendations based on that. In fact much of this technology stems from the google AI-based search algorithms.
When one of my recent YouTube videos went viral a couple weeks ago, I wondered how it happened to that video and not the others. When it happened it seemed that the "YouTube algorithms" placed the Eric Clapton tag on the video in a manner similar to what Google internet bots do to categorize and index new web pages. The algorithms must analyze the text in the video description to categorize it.
I tested this theory a couple days ago. One of the first videos Eric and I recorded was the Clapton version of Hey Hey. When we released it (probably 2 years ago now), there was no mention in the description of Eric Clapton. The video wasn't one of our better ones IMHO and had only a dozen views or so. It also had some audio problems as the audio was only in the left channel and had a nasty hum.
So I ripped out the audio, fixed it as best I could, and put it back on the video. Then I changed the video description to include "Eric Clapton released it on the album Unplugged", and deleted the old video on YouTube and released this one.
Well "algorithmic, recommendation-based model of content distribution" kicked in within 24 hours of its release.
Hey Hey has been trending with 500 views in the last 48 hours.
Before You Accuse Me views died out after a few days (it ended up with more than 2200 views). The AI must decide eventually they are of limited usefulness for ad placement and reduce the number of times it gets recommended.
Once you have a video with over 1,000 views, you can ask YouTube for a piece of the action on ad revenue.
So to create content that triggers distribution on YouTube, how it is interpreted by "The Algorithms" can make all the difference.
When one of my recent YouTube videos went viral a couple weeks ago, I wondered how it happened to that video and not the others. When it happened it seemed that the "YouTube algorithms" placed the Eric Clapton tag on the video in a manner similar to what Google internet bots do to categorize and index new web pages. The algorithms must analyze the text in the video description to categorize it.
I tested this theory a couple days ago. One of the first videos Eric and I recorded was the Clapton version of Hey Hey. When we released it (probably 2 years ago now), there was no mention in the description of Eric Clapton. The video wasn't one of our better ones IMHO and had only a dozen views or so. It also had some audio problems as the audio was only in the left channel and had a nasty hum.
So I ripped out the audio, fixed it as best I could, and put it back on the video. Then I changed the video description to include "Eric Clapton released it on the album Unplugged", and deleted the old video on YouTube and released this one.
Well "algorithmic, recommendation-based model of content distribution" kicked in within 24 hours of its release.
Hey Hey has been trending with 500 views in the last 48 hours.
Before You Accuse Me views died out after a few days (it ended up with more than 2200 views). The AI must decide eventually they are of limited usefulness for ad placement and reduce the number of times it gets recommended.
Once you have a video with over 1,000 views, you can ask YouTube for a piece of the action on ad revenue.
So to create content that triggers distribution on YouTube, how it is interpreted by "The Algorithms" can make all the difference.