Method and system for automatically building intelligent reasoning models based on Bayesian networks using relational databases
First Claim
1. A method of building a reasoning model using relational databases, comprising:
- Identifying data objects in the 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.
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Abstract
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.
42 Citations
21 Claims
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1. A method of building a reasoning model using relational databases, comprising:
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Identifying data objects in the 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. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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15. A system of building a reasoning model using relational databases,comprising:
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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. - View Dependent Claims (16, 17, 18, 19, 20, 21)
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Specification