or
or
or
&

Overview: Social Web

Relevant resources

Open-sourcing Twitter's algorithms is more complex than Musk implies
thenextweb.com
Card image

"it's a start... Musk argued that disclosing what amplifies or downranks tweets would reduce the risk of “behind the scenes manipulation.” [but] algorithms alone offer limited insights" because it's not just an algorithm that defines what you see: it's a huge dataset - "content that enters the platform, each user’s p…

Platforms, Creative Communities, and the Need for a Radical Reimagining - The Reboot
thereboot.com
Card image

Great piece on the implications for creators of the shift to algorithmically managed content platforms."Vine was an entirely new cultural platform ... Twitter had unwittingly enabled the creation of a true subculture... [but] didn’t know how to make money from it... in contrast... TikTok has prospered because it generally seems to understa…

A Text Renaissance
www.ribbonfarm.com
Card image

The Four Horsemen of this emerging Textopia are... Roam attempts to implement a near-full conception of hypertext as originally conceived by visionaries... looks like a cross between a slightly weird wiki and ... Evernote. It’s not... block-level addressability, transclusion ... and bidirectional linking ... utterly transform the writing experienc…

I trained fake news detection AI with >95% accuracy, and almost went crazy
towardsdatascience.com
Card image

We made a fake news detector with above a 95% accuracy (on a validation set) that uses machine learning and Natural Language Processing that you can download here. In the real world, the accuracy might be lower... we decided to just try and scrape domains that were known fake, real, satire, etc. and see if we could build a data set quickly... Th…

This project aims to “de-flatten” digital publishing by matching the best content with premium ads » Nieman Journalism Lab
www.niemanlab.org

News Quality Scoring Project ... humans and algorithm to separate “commodity news” from “value-added news” ... based on quantifiable and qualitative signals — like word count, freshness versus evergreen material, quote density, contextualization, and the presence of a byline... human/machine, subjective/objective hybrid as the still-under-constru…

Facebook is patenting a tool that could help automate removal of fake news - The Verge
www.theverge.com
Card image

Facebook’s application for Patent 0350675: “systems and methods to identify objectionable content.” ... filed in June 2015, describes a sophisticated system for identifying inappropriate text and images and removing them from the network... improve the detection of pornography, hate speech, and bullying... much easier to identify than false news s…

Slaves Of The Feed
medium.com
Card image

There is no shortage of content aggregators and aggregators of aggregators... give us a better overview of all the sources of information we have subscribed to and found ourselves now depending on... Constantly checking our feeds for new information, we seem to be hoping to discover something of interest, something that we can share with our ne…

Cookies disclaimer

MyHub.ai saves very few cookies onto your device: we need some to monitor site traffic using Google Analytics, while another protects you from a cross-site request forgeries. Nevertheless, you can disable the usage of cookies by changing the settings of your browser. By browsing our website without changing the browser settings, you grant us permission to store that information on your device. More details in our Privacy Policy.