In view of the discrepant interval multi-criteria bilateral matching decision-making problem with subject expectation level, a proposed method has been applied to of the bilateral matching decision-making based on attribute measure. Firstly, the matching degrees of each criterion relative to each expected level can be calculated according to attribute measures with respect to the discrepant interval criteria, thus establishing the matching degree matrix of each criterion. Then, according to the principle of simple weighting method, the comprehensive matching degree matrices of both sides can be established. Furthermore, a multi-objective optimization model is constructed based on the comprehensive matching matrices of both parties and the maximum sum of matching degrees of both parties. By adopting the linear weighted method, the multi-objective optimization model is transformed into a single-objective optimization model, thus obtaining the bilateral matching results by solving the model. Finally, an example is provided to verify the feasibility and effectiveness of the proposed matching decision method.