Research on identification of evaluation collocation from Chinese customer reviews
Fuyuan Cao · 2013
Identification of evaluation collocation is one of the research hotspots in reviews mining.In view of the shortcomings of the existing methods which identify evaluation collocation from Chinese customer reviews,a method of identifying evaluation collocation based on syntax pattern is proposed after observing and analyzing on real corpora.Firstly this method gets the candidate syntax patterns automatically from large real corpus which reflect the rules of evaluation collocation.Secondly after the candidate syntax patterns are generalized,the frequency patterns are selected and joined into the pattern library.Finally the evaluation collocations are recognized automatically from customer reviews by means of the patterns in library.Comparative experiments on the mobile phone and digital camera show that the proposed method is effective.