Through intelligent data entry and association rule mining technology in data mining, historical data in educational administration teaching is analyzed and rules are extracted, and potential rules in historical data that are instructive for future work are obtained. The coordination of responsibility is the goal orientation of the design of the performance evaluation model for college teachers. Using the AHP method, a fuzzy evaluation index system is designed, and a performance evaluation model for college teachers is constructed from this. The system dynamics method is used to carry out simulation. Combined with the user's main body evaluation, an evaluation report is formed, and the project performance completion status is obtained.