Yet, valuable as they are, free-style reviews contain much noisy data and are tedious to read through in order to reach an overall conclusion.
we conducted this study to automatically process and evaluate product reviews in order to generate both numerical evaluation and textual summaries of users' opinions, with the ultimate goal of adding value to real systems such as a restaurant-guide dialogue system.