By soliciting fake reviews from participants, including crowd workers and domain experts, we have found that is possible to detect fake reviews with above-chance accuracy, and have used our models to explore several psychological theories of deception.
it is still very difficult to estimate the practical impact of such methods, as it is very challenging to obtain gold-standard data in the real world.