21. The computer-readable storage medium of claim 18 , wherein the plurality of instructions further comprise functionality to: collect a plurality of reviews for the business; calculate a frequency of occurrence of the attribute-value within the plurality of reviews; and display the attribute-value according to the frequency of occurrence.
18. A computer-readable storage medium storing a plurality of instructions for analyzing user-generated content, the plurality of instructions comprising functionality to: collect a review of a business from a website; extract a sentence from the review; identify, within the sentence, an attribute-value comprising a noun and a descriptive term describing the noun, wherein the descriptive term comprises an adjective and an adverb corresponding to the adjective; obtain an adjective score for the adjective from a rating system lookup table; assign a heuristic rule score to the adverb; and calculate a sentence review score for the sentence by summing the adjective score and the heuristic rule score.