Feature analysis of relation words in Chinese complex sentences is the core work in automatic identification of rela-tion words in complex sentence. In this paper,a feature analysis method of relation words based on dependency tree kernel is pro-posed. In the method,grammar tree features of complex sentences are extracted by tree kernel function. A Short Path Tree(SPT)is used for features extract. A tree kernel function is designed for similar computation of features...