With the commercial demand and application background, this paper creates an analysis system of notebook computers’ comments, which aims at those unstructured and freestyle online comments. It can classify the text sentiment orientation and conclude products features. The system uses data mining and business intelligence methods to analyze huge amounts of feedback from online customers and help corporate executives to realize the market needs, make commercial decisions. Finally, the experimental results prove that this system can obtain a relatively accurate result.