1. A method of constructing a domain-specific sentiment classifier for classifying sentiment expressed by documents in a specified domain, comprising: scoring sentiments expressed by a plurality of domain-specific documents; creating a domain-specific sentiment lexicon based at least in part on the scoring; generating the domain-specific sentiment classifier responsive to the domain-specific sentiment lexicon; and storing the domain-specific sentiment classifier.