Similar to (O'Mahony and Smyth, 2010), we consider a review as helpful if and only if at least 75% opinions for the review are positive, i.e.
we observe that the precision of U-GR+AF, although gives the second highest score among all feature combinations, is lower than that of UGR; we leave it for future work.