SUMMARIZATION OF SHORT COMMENTS

A method and a system for summarization of short comments are provided. The system comprises a memory to store a comments collection. The comments collection stores a plurality of comments for later access. The comments respectively include an overall rating and at least one phrase. The system also includes one or more processors to implement an aspect module to identify a first head term and a second head term based on a first portion of the comments and to map the first head term and the second head term into an aspect cluster. The one or more processor also implement a rating module to predict an aspect rating corresponding to the aspect cluster based on the respective overall ratings of the portion of the comments.