Customers who buy products such as books online often rely on other customers reviews more than on reviews found on specialist magazines. Unfortunately the confidence in such reviews is often misplaced due to the explosion of so-called sock puppetry–authors writing glowing reviews of their own books. Identifying such deceptive reviews is not easy. The first contribution of our work is the creat...