The invention discloses an emotion analyzing
system and an emotion analyzing method. The
system comprises a language
database establishing module, a data preprocessing module, a perspective
sentence identifying module and an emotion tendency analyzing module, wherein the language
database establishing module is used for establishing a
training set needed by perspective
sentence identification and emotion tendency analysis; the data preprocessing module is used for preprocessing sentences in the
training set; the perspective
sentence identifying module is used for performing perspective sentence identification on the preprocessed sentences by adopting a
support vector machine classifier and a
Bayes classifier respectively, and integrally
processing results of the classifiers to obtain a final classifying result; and the emotion tendency analyzing module is used for directly classifying the preprocessed sentences into positive, negative and non-viewpoint sentences respectively on the basis of the
support vector machine classifier and the Bayers classifier, and integrating the classifying results of the vector
machine classifier and the Bayers classifier through an integration formula to obtain a classifying result of a current sentence. Due to the adoption of the emotion analyzing
system and the emotion analyzing method, the viewpoint sentence judging and emotion tendency classifying properties of Chinese microblogs can be improved.