Latent Dirichlet Allocation algorithm

Spatial Analysis

GIS and Topic Modeling

While topic modeling by itself has been an increasingly growing research field in the humanities and social sciences, where the use of social media and newspapers, in particular, have helped to identify many topical trends, GIS has only recently been employed more prominently in this area.