Aspect Discovery

Discovering and summarizing opinions from online reviews is an important and challeng- ing task. A commonly-adopted framework generates structured review summaries with aspects and opinions. Recently topic mod- els have …...

This paper presents a clustering approach that simultaneously identifies product features and groups them into aspect categories from on- line reviews. Unlike prior approaches that first extract features and then …...