Abstract: Systems and methods are disclosed for analyzing a customer review of a product includes extracting product categories and predicates from the customer review; extracting product features from the customer review; extracting an activity with the product features from the customer review; performing sentiment analysis using a learning machine on the customer review; determining a life scene from the customer review; and analyzing a customer opinion from the customer review.

Abstract: Systems and methods are disclosed to automatically associate a product or a service with external content by characterizing the product from unstructured data sources including a product text or text from similar products; generating a label for the product or service; applying the label as a search engine; extracting signals relating to the product or service; and providing business intelligence for the product or service.