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curious if anyone has insight into what algorithm google news uses to group like stories together? k-means? or something custom?

+1  A: 

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!

Rigved