Nowadays, there is a huge amount of online reviews for almost every product and service. These reviews have largely contributed to the growth of e-commerce; however in place of a human, extracting related information from this mass of reviews in order to create an easy to understand summarization is not a trivial matter. In this study, we present the SuRe system to produce a textual summarization from hotel free-text reviews as well as a preliminary evaluation.