Research on the Application of Data Mining in Teaching System

Research on the Application of Data Mining in Teaching System

연구 분야: Databases

학회: 2022 5th International Conference on Artificial Intelligence and Big Data (ICAIBD)

Using data mining technology, based on relevant scientific theories, optimize the school teaching system. Taking full advantage of the huge data stored in the teaching system of colleges and universities for many years, through decision analysis and decision tree pruning method to carefully analyze the data, discover the messages and useful knowledge to promote the teaching quality from a great many data in teaching system, and be used in teaching practice. This paper establishes data mining system to monitor and control teaching quality. Among them, data mining algorithms such as association rules and decision trees are applied. From the perspective of data analysis, the main body, process and other factors affecting teaching quality and their mutual relations are studied, and a rule discovery method suitable for teaching evaluation is proposed.