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Method and system for automatically building intelligent reasoning models based on bayesian networks using relational databases
Method and system for automatically building intelligent reasoning models based on bayesian networks using relational databases
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机译:使用关系数据库基于贝叶斯网络自动构建智能推理模型的方法和系统
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摘要
Method and system of building a reasoning model using relational databases is provided. The method includes identifying data objects in relational databases; determining dependency relationships between the data objects; translating the data objects into nodes of a Bayesian network; and automatically translating the dependency relationships into a graphical structure of a Bayesian network. The system includes at least one server for storing data of a system having numerous interconnected parts; monitoring agents for monitoring the data of the numerous interconnected parts stored in the system; an events log for storing any event observed by the monitoring agents; and relational databases for storing data objects, the data objects correspond to the data of the numerous interconnected parts.
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