Title :
Establishing knowledge base of expert system with association rules
Author :
Ma, Dong-lai ; Zhang, Wen-jing ; Dong, Bin ; Yang, Peng ; Lu, Hai-xia
Author_Institution :
Coll. of Inf., Hebei Software Inst., Baoding
Abstract :
Both expert system and data mining belong to the Artificial Intelligence fields. Association rule is a method of datamining, whose typical application is analyzing the shopping basket in supermarket. The main task of expert system is ratiocination, while that of association rule is to find out the valuable relationship between each data item. By modifying the apriori arithmetic and the method of the making rules, we mine the decisive rule of database that could be applied in expert system, thereby find out the method of mining decisive rule using association rules.
Keywords :
data mining; expert systems; artificial intelligence; association rules; data mining; expert system; knowledge base; Association rules; Cybernetics; Data mining; Diseases; Educational institutions; Engines; Expert systems; Itemsets; Machine learning; Transaction databases; Apriori; Association Rule; Data Mining; Expert System; Knowledge Base;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620694
