generating rich product descriptions for use in a recommendation context by mining user-
generated reviews. This is in contrast to conventional case-based approaches which tend to
rely on case descriptions that are based on available meta-data or catalog descriptions. By
mining user-generated reviews we can produce product descriptions that reflect the
opinions of real users and combine notions of similarity and opinion polarity (sentiment) …