We propose a novel threelayer graph model, based on manifold ranking (Zhou et al, 2003a;2003b), to jointly model deceptive language at the offering-, review-and term-level.
rather than treating reviews within the same offering as independent units, there is a reinforcing relationship between offerings and reviews.