According to the framework of procedure recovery in feature-based data exchange，this paper discusses the key issues of feature extraction and reconstruction，including the extraction of first-order feature information，extraction of second-order feature information and the reconstruction of feature model.The proposed methods have been tested in experiments.The result shows that the approach has efficiently improved the former methods.