A ranked list of venues is then generated using Equation 1 aboveand the top-N are recommended. We will refer to this method as LinearRegression.
A similar approach was proposed by [9] where Gaussian kernels were used for modeling the check-in behavior of users. The probability that a given user u will check-in place l is then modeled