FLAME: A Probabilistic Model Combining Aspect Based Opinion Mining and Collaborative Filtering

@inproceedings{Wu2015FLAMEAP,
  title={FLAME: A Probabilistic Model Combining Aspect Based Opinion Mining and Collaborative Filtering},
  author={Yao Wu and Martin Ester},
  booktitle={WSDM},
  year={2015}
}
Aspect-based opinion mining from online reviews has attracted a lot of attention recently. Given a set of reviews, the main task of aspect-based opinion mining is to extract major aspects of the items and to infer the latent aspect ratings from each review. However, users may have different preferences which might lead to different opinions on the same aspect of an item. Even if fine-grained aspect rating analysis is provided for each review, it is still difficult for a user to judge whether a… CONTINUE READING
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