Title :
The unified storage method of three kinds of data mining results
Author :
Xiong, Zhongyang ; Zhang, W-fang ; Cheng, Dai-jie
Author_Institution :
Dept. of Comput. Sci., Chongqing Univ., China
Abstract :
Because lacking of unified stored data structure of data mining systems, it cannot share the mining results in existing data mining systems, it cannot share the mining results among different applications. In order to store data-mining results (association rules, classification rules, sequential patterns) are intensively studied and analyzed. These three storage methods using the formal relational algebra description are proposed. After analyzing the common way of three storage methods, the consistent storage method of three data mining results in relational database is put forward. As a result of extensive application of relational database, this improves existed storage method and provides unified platform for sharing data-mining results in different mining systems.
Keywords :
content-addressable storage; data mining; data structures; pattern classification; relational algebra; relational databases; association rules; classification rules; data mining; relational algebra; relational database; sequential patterns; three storage methods; unified storage method; unified stored data structure; Algebra; Application software; Association rules; Computer science; Data mining; Decision making; Electronic mail; Pattern analysis; Relational databases; Transaction databases;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1264487