Comprehensive Review of Opinion Summarization

Kim, Hyun Duk; Ganesan, Kavita; Sondhi, Parikshit; Zhai, ChengXiang

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https://hdl.handle.net/2142/18702 Copy

Description

Title

Comprehensive Review of Opinion Summarization

Author(s)

• Kim, Hyun Duk
• Ganesan, Kavita
• Sondhi, Parikshit
• Zhai, ChengXiang

Issue Date

2011

Keyword(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.

Type of Resource

text

Language

en

Permalink

http://hdl.handle.net/2142/18702

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