Chinese sentiment classification based on semantic structure of sentences

Chinese unique expression has a significant impact on sentiment classification. According to the different semantic structures, we adopt two views, direct and indirect views. Here, direct views consist of those sentences which directly express speaker´s feeling and preference towards a target object while indirect views focus on statements towards a target object for evaluation and then indirectly express speaker´s Orientation. Experimental results demonstrate the effectiveness of our proposed approach.