A system and method for summarizing a multiuser communication session is disclosed. A processing unit receives data about the multiuser communication session. A session management module manages the multiuser communication session. A feature extraction module extracts features from the data. An analyzing module analyzes the features to identify segments of interest for the multiuser communication session including a beginning and an end of each segment of interest and a list of participants in each segment of interest. A summarizing engine generates a summary for the multiuser communication session including at least one segment of interest.