### 基于概率图的三支决策模型研究

1. 河南师范大学计算机与信息工程学院 新乡453007 “智慧商务与物联网技术”河南省工程实验室 新乡453007,河南师范大学计算机与信息工程学院 新乡453007 “智慧商务与物联网技术”河南省工程实验室 新乡453007,河南师范大学计算机与信息工程学院 新乡453007 “智慧商务与物联网技术”河南省工程实验室 新乡453007,河南师范大学计算机与信息工程学院 新乡453007 “智慧商务与物联网技术”河南省工程实验室 新乡453007,河南师范大学计算机与信息工程学院 新乡453007 “智慧商务与物联网技术”河南省工程实验室 新乡453007
• 出版日期:2018-12-01 发布日期:2018-12-01
• 基金资助:
本文受国家自然科学基金计划项目(61273018),河南省基础与前沿技术研究计划项目(132300410174),河南省教育厅计划项目(14A520082),新乡市重点科技攻关计划项目(ZG14020)资助

### Three-way Decision Model Based on Probabilistic Graph

XUE Zhan-ao, WANG Peng-han, LIU Jie, ZHU Tai-long and XUE Tian-yu

• Online:2018-12-01 Published:2018-12-01

Abstract: Probability graph model is a general term for a class of graph patterns that express the probabilistic model,and the problem of solving the loss cost by using the model has become a hot research hotspot.In this paper,the three-way decision model was put forward based on probability graph and three-way decision theory.By analyzing the information data set,the Bayesian network of the model is constructed.Then according to the interdependencies of the nodes in the model,the conditional probability distribution function is calculated.And combining with the prior condition of the data set and three decision-making cost loss function,its decision rules are established.The method to solve the problem of cost minimization is given in probability reasoning decision-making.Finally,a teaching evaluation illustration was presented to verify the effectiveness of model.

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