Building on this automated measurement of edit types, we use a graphical model analogous to LDA topic modeling to identify the latent roles editors occupy, much as document comprise topics.
to studies that employed either clustering analysis or principle component analysis to extract user roles (Liu and Ram, 2011), our role modeling treats an editor as comprising multiple roles at the same time.