Topic modeling techniques based on Dirichlet allocation are recently popular in text analytics (Blei et al., 2003), which is particularly effective on long documents to find meaningful topics (Blei et al., 2004).
we hereby emphasize that all these techniques are not directly helpful to improve recommendation systems.