C4.5决策树法在高校奖学金评定中的应用

Application of C4.5 algorithm on scholarship assessment of university

奖学金是提高高校学生学习积极性的一种手段,采用先进的人工智能技术对学生的成绩进行智能评价和预测,已成为一个新兴的交叉研究领域.采用C4.5决策树算法构建奖学金评定系统,挖掘学生成绩和奖学金等级关系的历史数据,建立学习成绩—奖学金等级智能评价模型.实验仿真发现,C4.5决策树算法的分类预测效果较为理想.

Intelligent evaluation for scholarship is a way which can improve college students^learning enthusiasm. Intelligent evalu- ation and prediction by artificial intelligence technology becomes a new crossover study field. Intelligent evaluation model for scholar- ship based on C4.5 decision tree algorithm is established through the historical data of achievement and scholarship. Through the ex- periment discovery, the results of experiments demonstrated that C4.5 decision tree algorithm can obtain good results of classification.