Comprehensive Review of Opinion Summarization

Comprehensive Review Of Opinion Summarization (Opinion Mining Survey), Kim, Hyun Duk, Ganesan Kavita A., Sondhi Parikshit, and Zhai ChengXiang , (2011)

This survey zooms into recent research in the area of opinion mining and summarization, which is related to generating effective summaries of opinions so that users can get a quick understanding of the underlying sentiments. Since there are various formats of summaries, the survey breaks down the approaches into the commonly studied aspect-based summarization and non-aspect based ones (which includes visualization, contrastive summarization and text summarization). This survey also has a listing of opinion related dataset and available demos.

Links and Downloads

• Survey paper
• Survey related slides
• Opinion mining tutorial slides
• List of user review datasets

Citation

@techreport{kim2011comprehensive,
 title={Comprehensive review of opinion summarization},
 author={Kim, Hyun Duk and Ganesan, Kavita and Sondhi, Parikshit and Zhai, ChengXiang},
 year={2011}
}