基于贝叶斯分类器的高校学生信用评价模型

个人信用体系是社会信用体系的基础,而高校学生个人信用评价体系是社会信用体系下个人信用建设的重要组成部分以大学生群体为试点,选取与评价对象密切关系的13个指标建立大学生信用评价指标体系,并利用贝叶斯网络分类器的原理建立高校学生个人信用评价模型.模型结合关联分析的方法来寻找属性变量间的依赖关系,提出了模块化属性结点的思路,能同时实现用户信用分类和用户群体细分的功能.数据实验结果表明,模型有较好的信用评价分类效果.

A Credit Assessment Model Based on Bayesian Network Classifier

Personal credit system is the basis of social credit system,moreover credit assessment for university students is an important part of personal credit assessment system.This paper takes university student as an experimental group to study credit assessment model.It selects thirteen indexes to build an university student credit assessment index system,and according to the theory of Bayesian network classifiers to build a credit assessment model for university students.This model modularizes attribute nodes a...