Foursquare Location-Content-Aware Recommender System
Posted on June 26 2017 in Bayesian Statistics • Tagged with latent dirichlet allocation, hierarchical bayes, recommender system, statistics, r • Leave a comment
Foursquare uses its unique location technology and foot traffic panel to produce personalized recommendations of spatial items such as restaurants. Recently I've read a paper LCARS: A Spatial Item Recommender System that I implemented from scratch in R.
The recommender system combines the querying user's interest and the local preference …
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