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基于Bayesian网络理论的远程查询系统

Distance inquiry system based on Bayesian net theory
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摘要 对Bayesian网及其概率推理进行了简述,提出并实现了一种以Bayesian理论为基础的查询方法,重点介绍Bayesian网络简化、扩展关系表、功能及概率推理算法。举例说明了系统运行的过程。 Bayesian network and the probability reasoning of it was described. A kind of inquiry method based on Bayesian theory was proposed. The simplification, extended relational table,function and probability reasoning algorithm of Bayesian net were introduced.The operation procedure of the system was put forward with an example.
作者 茹鹏新
出处 《计算机应用》 CSCD 北大核心 2004年第11期35-37,共3页 journal of Computer Applications
关键词 BAYESIAN网 查询 扩展关系表 Bayesian net inquiry extended relational table
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参考文献3

  • 1[1]WONG SKM.An extended relational model for probabilistic reasoning[J].Journal of IntelligentInformation Systems,1997,9(1):181-202.
  • 2[2]WONG SKM,XIANG Y,NI EX.Representation of bayesian networks as relational database[A].Proceeding of the Fifth International Conference Information Processing and Management of Uncertainty in Knowledge based systems[C].San Mateo:Morgan Kaufmann publisher,1994.
  • 3林士敏,王双成,陆玉昌.Bayesian方法的计算学习机制和问题求解[J].清华大学学报(自然科学版),2000,40(9):61-64. 被引量:30

二级参考文献1

  • 1张尧庭,贝叶斯统计推断,1991年

共引文献29

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