After reviewing the traditional methods of knowledge acquisition in expert system, this paper introduces the concept of data mining and points out the relation between them. Then the application of descriptive data mining, association rules mining and classification using data mining algorithm in knowledge acquisition is explained in detail. Additionally a fault tree generated by data mining classification algorithm is presented at the end of this paper.
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