Travelers vs. Locals: The Effect of Cluster Analysis in Point-of-Interest Recommendation
The involvement of geographic information differentiates point-of-interest recommendation from traditional product recommendation. This geographic influence is usually manifested in the effect of users tending toward visiting nearby locations, but further mobility patterns can be used to model different groups of users.