The value X[i, j, 3] = |P ij | , P ij = P i ∩ P j ; P i is the product set reviewed by reviewer α i .
they identify three categories of spam: fake reviews (also called untruthful opinions), reviews on the brand only, and nonreviews.Stepping studies focus on studying fake reviews because of its difficulty to be detected.