Algorithms for item categorization based on ordinal ranking data
Algorithms for item categorization based on ordinal ranking data
We present a new method for identifying the latent categorization of items based on their rankings. Complimenting a recent work that uses a Dirichlet prior on preference vectors and variational inference, we show that this problem can be effectively dealt with using existing community detection algorithms, with the communities corresponding …