Files in this item



application/pdfsurvey_opinionSummarization.pdf (936kB)
(no description provided)PDF


Title:Comprehensive Review of Opinion Summarization
Author(s):Kim, Hyun Duk; Ganesan, Kavita; Sondhi, Parikshit; Zhai, ChengXiang
Subject(s):Opinion summarization
Opinion Mining
Abstract:The abundance of opinions on the web has kindled the study of opinion summarization over the last few years. People have introduced various techniques and paradigms to solving this special task. This survey attempts to systematically investigate the different techniques and approaches used in opinion summarization. We provide a multi-perspective classification of the approaches used and highlight some of the key weaknesses of these approaches. This survey also covers evaluation techniques and data sets used in studying the opinion summarization problem. Finally, we provide insights into some of the challenges that are left to be addressed as this will help set the trend for future research in this area.
Issue Date:2011
Genre:Technical Report
Publication Status:unpublished
Peer Reviewed:not peer reviewed
Date Available in IDEALS:2011-03-05

This item appears in the following Collection(s)

Item Statistics