Mining the peanut gallery: opinion extraction and semantic classification of product reviews

    WWW, pp. 519-528, 2003.

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    Keywords:
    aggregating opinionfeature extractionproduct reviewsimple methodopinion extractionMore(13+)

    Abstract:

    The web contains a wealth of product reviews, but sifting through them is a daunting task. Ideally, an opinion mining tool would process a set of search results for a given item, generating a list of product attributes (quality, features, etc.) and aggregating opinions about each of them (poor, mixed, good). We begin by identifying the un...More

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