LEARNING APPARATUS AND METHOD OF INTELLIGENT SYSTEM
First Claim
1. A learning apparatus of an intelligent system that automatically controls a system on the basis of information about events generated in an external environment or services input by a user, the learning apparatus comprising:
- a rule management device determining whether rules extracted from event data or service data are the same as rules already stored, generating queries about the confidence of new rules and providing the queries to the user if the rules are new rules, and updating the rules on the basis of user'"'"'s answers.
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Abstract
A learning apparatus and method of an intelligent system according to the present invention relates to learning of an intelligent system that automatically controls a system on the basis of information about events generated in an external environment or services input by a user. In the learning, it is determined whether rules extracted from event data or service data are the same as rules already stored. Then, if it is determined that the rules are new rules, queries about the confidence of new rules are generated and provided to a user. The rules are updated on the basis of user'"'"'s answers. Accordingly, it is possible to accurately grasp users'"'"' patterns by using very small amount of observation data as compared to an existing method, and to more easily sense variable patterns. Therefore, it is possible to obtain a more intelligent learning in the intelligent system.
20 Citations
11 Claims
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1. A learning apparatus of an intelligent system that automatically controls a system on the basis of information about events generated in an external environment or services input by a user, the learning apparatus comprising:
a rule management device determining whether rules extracted from event data or service data are the same as rules already stored, generating queries about the confidence of new rules and providing the queries to the user if the rules are new rules, and updating the rules on the basis of user'"'"'s answers. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A learning method of an intelligent system that automatically controls a system on the basis of information about events generated in an external environment or services input by a user, the learning method comprising:
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determining whether rules extracted from event data or service data are the same as rules already stored; generating queries about the confidence of new rules and providing the queries to a user if the rules are the new rules; and updating the rules on the basis of user'"'"'s answers. - View Dependent Claims (8, 9, 10, 11)
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Specification