Research of machine learning methods for student management performance evaluation

We constructed a student management evaluation framework oriented information system through Java Web technology, which performs in-depth analysis for recent evaluation framework and processing un-structured data and semi-structured data. Meanwhile, considering the complexity of information for student management and subjectivity of measurements, we propose an algorithm framework based on Artificial Neural Network (ANN) aiming at constructing an intelligent integrated model through data mining technology. Evaluation on a student management data set collected from a polytechnic school shows the effectiveness of the proposed algorithm framework.