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Does anyone know what google news uses for their clustering algorithm?

开发者 https://www.devze.com 2023-01-17 08:20 出处:网络
curious if anyone has insight into what algorithm google news uses to group like stories together? k-means? or something custo开发者_如何学编程m?It is kind of difficult to find that out, I guess; but

curious if anyone has insight into what algorithm google news uses to group like stories together? k-means? or something custo开发者_如何学编程m?


It is kind of difficult to find that out, I guess; but for now I found this good white paper on possible algorithms for Google News Personalisation suggestions. Have a look for yourself:

http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.80.4329&rep=rep1&type=pdf

The three algorithms covered here are: (1) MinHash clustering (2) Probabilistic Latent Semantic Indexing (3) Covisitation

and some combinations.

Hope this information was helpful!


When Google launched Google News, they used to put a small section about the algorithms they used to group on "About Google News" page, there was a mention of "An advanced Bayesian Network" and some other algorithms(no other algorithms names were mentioned!). That paragraph is now absent from the same page.

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