文摘
We incorporate higher level knowledge constructs, cognitive scripts, for analyzing review helpfulness. The scripts-enriched text regression model outperforms both the baseline and bag-of-words models. Our model can identify the most helpful reviews quickly and enhance the review website's usefulness.