การพัฒนาโมเดลเพื่อสนับสนุนการเลือกศึกษาต่อระดับอุดมศึกษาระดับปริญญาตรีโดยใช้เทคนิคดาต้าไมน์นิ่ง

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This research project focused on the study of the influencing factors to the academic success of undergraduate students. The research project thus applied data mining concepts and techniques to develop a model for supporting the selection of higher education, particularly undergraduate programs. The research proposed to apply the techniques of classification. In particular, the classification model was built by learning process and presented in term of decision tree model. Many versions of models were tuned to best fit the relationships between the data attributes and class labels of the input data. Examples of the use of the model are shown. They illustrated the accuracy of model and some advantages in use.

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