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I'm using PPR for domain rankings, but it's a very weak factor. It mostly affects the physical ordering on the results in the index, and given that queries have a timeout they'll execute for, it makes it so that higher ranking results are discovered first. Though in general, as I mentioned, this is a weak effect.

Explore2 and the website discovery tools now built into the search engine are using cosine similarity of the incident link vectors. I wrote a blog post about the technique called "Creepy Website Similarity" available :-) https://www.marginalia.nu/log/69-creepy-website-similarity/




Two things I've noted with the redesign (I hope it's ok to share it here):

* I couldn't find the random button. But, I used the old site to find the correct URL. [0]

* The random URL on the old site is broken. [1]

[0]: https://marginalia-search.com/explore/random

[1]: https://old-search.marginalia.nu/explore/random




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