Probability Matrices in MMSBM (IMAGE)
Caption
Probability matrices in MMSBM. We show the inferred values for the probability matrices p from the MovieLens 100K dataset. Left to Right, the five matrices correspond to the ratings r=1,2,3,4,5. For each one of them, the rows and columns correspond to the user's and item's groups; here K=L=10. Each element, shown as a heat map, gives the probability pk?(r) that a user in group k gives a rating r to an item in group ?. The matrices are normalized such that ?r?Spk?(r)=1,?k,?. Note that there is no ordering of the probability matrices that would make them diagonal.
Credit
Antonia Godoy-Lorite et al. PNAS doi:10.1073/pnas.1606316113
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