This paper proposes a web service selection approach based on fuzzy adaption considering similarity and reliability,which classifies and computes the QoS attributes according to the source of data.Fuzzy control method is used to transform nonfunctional attributes to real values between 0 and 1.Then recommended weight for users is computed by using feedback similarity and reliability formula.This approach can improve the accuracy of web service selection.