Several users post bulk reviews on movie review websites such as IMDB on daily basis. These involve user attitude towards a specific movie. Thus, automatically mining and summarizing these bulk reviews is desirable. This project proposes a review mining and summarization (RMS) approach that integrates supervised ML technique approach with graph-based ranking algorithm to automatically generate a generic summary of movie reviews