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Twitter's Recommendation Algorithm

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Re: Twitter's Recommendation Algorithm

#341

Context: I teach at Princeton and study social media and recommendation systems. From a very quick skim of the repositories, this appears to be quite limited transparency. The documentation gives a decent high-level overview of how Tweet recommendation works—no surprises—and the code tracks that roadmap. Those are meaningful positive steps. But the underlying policies and models are almost entirely missing (there are…

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We should really all just bow in awe as we are clearly inferior.

Re: Twitter's Recommendation Algorithm

#342

I wonder what the "author_is_elon", "author_is_power_user", "author_is_democrat", and "author_is_republican" labels are for [1]. [1]: https://github.com/twitter/the-algorithm/blob/main/home-mixe...

pretty sure Elon gets a boost in the algorithm. All okay - he's the owner of a private entity and can do as he pleases.

Re: Twitter's Recommendation Algorithm

#343

Earlier quoted context omitted.

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I did. Your mother sends her regards. (Joking aside, you’ll find HN to be a wonderful place to hang out, but only if you get into the right mindset. In the meantime, enjoy your weekend.)

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Re: Twitter's Recommendation Algorithm

#344
post #259
post #90

It's reassuring to know that billion dollar tech companies write CI exactly like I do: https://github.com/twitter/the-algorithm/blob/main/ci/ci.sh Permalink: https://github.com/twitter/the-algorithm/blob/7f90d0ca342b92...

Same mortals as us

Considering it statistically, likely on a lower plane.

Re: Twitter's Recommendation Algorithm

#345
post #136

Earlier quoted context omitted.

That would be great (unweighting bluechecks) but they actually plan to go in the other direction: Starting April 15th non-bluechecks won't show up in the "For you" section (the algorithm timeline) at all. Unpaid users are being written completely out of the algo. https://twitter.com/elonmusk/status/1640502698549075972

I believe LeBron James said recently he isn't going to waste his money on a blue checkmark, so it should be interesting to see what stays and what goes.

So you need a blue check mark to reach non followers and Lebron won’t get one? Sounds like it’s making Twitter better already.

Re: Twitter's Recommendation Algorithm

#347

Context: I teach at Princeton and study social media and recommendation systems. From a very quick skim of the repositories, this appears to be quite limited transparency. The documentation gives a decent high-level overview of how Tweet recommendation works—no surprises—and the code tracks that roadmap. Those are meaningful positive steps. But the underlying policies and models are almost entirely missing (there are…

So why did they opensource it?

That was one of Elon’s core statements when he first talked about buying Twitter. If he had gotten it out sooner there would be an easier link between the two, but if you want more context just go read the old tweets and articles from the Twitter vs Elon days.

Re: Twitter's Recommendation Algorithm

#348
post #236

Earlier quoted context omitted.

Elon is addressing this in the Twitter Space right now. "It definitely shouldn't be dividing people into Republican and Democrats; that makes no sense[...] you've identified something we should be getting rid of right away."

It's for content analytics, and I assume it's to make sure that changes to the platform can't be argued to bias one party over another.

You mean like this algorithmic bias?

https://blog.twitter.com/en_us/topics/company/2021/rml-polit...

Re: Twitter's Recommendation Algorithm

#349

Earlier quoted context omitted.

Here is a screenshot in case this changes later: https://i.imgur.com/F8GSeyH.png And, no, this wasn't in a merge-request, it was in the "main" branch of HomeTweetTypePredicates.scala.

What's all the "DDG"? Is this data from DuckDuckGo?

Probably something like "Data Distribution Group".

Re: Twitter's Recommendation Algorithm

#350

Say what you will about Elon, but this wouldn't have happened without him. Thanks! And thank you to everyone at Twitter who helped organize this release. Open sourcing something like this is no small effort.

I am not sure about that. Twitter has open sourced a lot of stuff in the past. There were certainly people there who would run the site as a nonprofit public service if they had the choice.

Twitter had 18 years to publish their algorithm under the previous management and they didn’t.
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