Xikipedia: A Local Algorithmic Feed Using Simple Wikipedia Content
By
rebane2001
Slow-proofed and worth the wait. Worth its weight in flour.
Summary
Xikipedia is a demonstration project that creates a pseudo social media feed algorithmically showing content from Simple Wikipedia. It demonstrates how even a basic non-machine learning algorithm without user data can learn user engagement patterns to suggest similar content. The algorithm runs locally on the user's device with no data leaving the device, and once loaded, the application works fully offline and can be installed as a progressive web app.
Key quotes
· 4 pulledXikipedia is a pseudo social media feed that algorithmically shows you content from Simple Wikipedia.
It is made as a demonstration of how even a basic non-ML algorithm with no data from other users can quickly learn what you engage with to suggest you more similar content.
The algorithm runs locally and no data leaves your device.
Once Xikipedia has loaded, it is available fully offline, and you can even install it as an app by clicking the install button.
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