Title :
Research of RFID Data mining based on supply chain management
Author :
Chen Lei ; Tian Zhiyong
Author_Institution :
Sch. of Inf., Beijing WuZi Univ., Beijing, China
Abstract :
Commodities pass through the supply chain according to a certain direction, so the workflow model can be built to describe storage position, hauling track and direction of commodities. RFID Data mining includes a cleaning algorithm, an aggregation algorithm and a mining algorithm to obtain the flow direction and residence time of commodities for supply chain optimization and decision-making support. Finally, the computer simulation experiments are conducted to verify the effectiveness of the algorithms.
Keywords :
data mining; production engineering computing; radiofrequency identification; supply chain management; RFID data mining algorithm; aggregation algorithm; cleaning algorithm; decision-making support; supply chain management; supply chain optimization; Optimization; Radiofrequency identification; Silicon; Standards; RFID; algorithm; data mining; data set; work flow;
Conference_Titel :
Electronics, Computer and Applications, 2014 IEEE Workshop on
Conference_Location :
Ottawa, ON
DOI :
10.1109/IWECA.2014.6845708