In order to efficiently combine highly conflict evidence, a new method based on the distance of the bodies of evidence was proposed. First, a distance function between the bodics of evidence was introduced. Then, the support degree and the credibility of each evidence were obtained. Finally, weighted averaging the evidence in the system, the Dempster combination rule was used to realize information fusion. Comparing with the existing methods, the proposed approach is more efficient in combining conflict evidence.