DocumentCode :
2313547
Title :
Data mining based on local Association Network: The simulation and test on inventory data
Author :
Qian, Zhengming ; Lu, Xun ; Liu, Mingli ; Yu, Yanping
Author_Institution :
Xiamen Univ., Xiamen, China
Volume :
8
fYear :
2010
fDate :
10-12 Aug. 2010
Firstpage :
3905
Lastpage :
3909
Abstract :
This paper proposes a new method of data mining called Association Network (AE), combining the association analysis and sequential pattern. After having AE positioned in terms of time and quantity, it could be used to control inventory without main plans. AE is proved to be able to improve the efficiency of inventory control though simulation and test on inventory data. Besides, this paper also builds a framework of decision support system which can improve the performance of inventory control by making full use of AE.
Keywords :
authorisation; data mining; decision support systems; information management; stock control; data mining; decision support system; information management; inventory control; inventory data testing; local association network analysis; sequential pattern; Anti-freeze; Association rules; Biological system modeling; Inventory control; Materials; Procurement; associated demand; association analysis; inventory control; sequential patterns;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
Type :
conf
DOI :
10.1109/ICNC.2010.5584750
Filename :
5584750
Link To Document :
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