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Google's PageRank patent has expired (2019)

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Re: Google's PageRank patent has expired (2019)

#171
post #36

Earlier quoted context omitted.

My search results were a lot better in 2006 when, I assume, they didn't have all these ML pipelines...

My view of it is that they basically lost the SEO spam wars. Without the ML pipelines, the top results would all be dominated by the smaller, highly skilled, SEO manipulators. They didn't find a way to cleanly excise that spam, so they resorted to a very imperfect hammer...giving a lot of SEO weight to large corporate entities. So basically, a different kind of spam dominates now.

They downranked pirated content results in 2018[1] so someone could just use pagerank and include those sites and have a better search engine for that sort of content. There's also the "controversial twiddler"[2] which makes Google only present mainstream opinions on various topics. I had to search yandex.com to even find a good article on it. There's some weird stuff on the Youtube blacklist, like the Las Vegas mass shooting from a few years ago that everyone forgot about that they never figured out the motive for. See the leaked "YouTube Blacklist" under the "Censorship" link in the project veritas article.[2]

[1]https://fossbytes.com/google-downranks-65000-torrent-sites-i...

[2]https://www.projectveritas.com/news/google-machine-learning-...

Re: Google's PageRank patent has expired (2019)

#172
post #5

I'm not sure how useful this might be to anyone anymore. Google still uses it for the base ranking. But, the results are then run through a variety of add-on ML pipelines, like Vince (authority/brand power), Panda (inbound link quality), Penguin (content quality), and many others that target other attributes (page layout, ad placement, etc). Then there's also more granular weightings for things like "power within a n…

I have not used PageRank to rank search results but to detect monitoring sensors in P2P botnets as part of my master thesis and it worked pretty well. It is quite effective in detecting sensors and the only way to prevent detection is to reduce incoming edges, thereby requiring many sensors to monitor a large botnet. So the algorithm is still useful not only for search results.

please, can you share a link to your thesis?

Re: Google's PageRank patent has expired (2019)

#173

Earlier quoted context omitted.

I have not used PageRank to rank search results but to detect monitoring sensors in P2P botnets as part of my master thesis and it worked pretty well. It is quite effective in detecting sensors and the only way to prevent detection is to reduce incoming edges, thereby requiring many sensors to monitor a large botnet. So the algorithm is still useful not only for search results.

please, can you share a link to your thesis?

Sorry for the delay. Disclaimer: I turned the thesis in already but I'm still waiting for my supervisor's feedback. So it might be completely wrong and has not been reviewed until now.

The thesis itself can be found here: https://git.vbrandl.net/vbrandl/masterthesis/raw/branch/mast...

Some groundwork I built upon: "SensorBuster: On Identifying Sensor Nodes in P2P Botnets" https://git.vbrandl.net/vbrandl/masterthesis/raw/branch/mast...

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