Topic models have been used to study popularity of communities (Griffiths and Steyvers, 2004), the history of ideas (Hall et al., 2008), and scholarly impact of papers (Gerrish and Blei, 2010).
we ran 50 iterations for both categories, which was chosen as a reasonable trade-off between pattern precision and recall based on some earlier pilot experiments.