Indeed, in the absence of gold-standard data, related studies (see Section 2) have been forced to utilize ad hoc procedures for evaluation.
one contribution of the work presented here is the creation of the first largescale, publicly available 6 dataset for deceptive opinion spam research, containing 400 truthful and 400 gold-standard deceptive reviews.