TY - GEN
T1 - Study on application of data mining technology to modern logistics management decision
AU - Congna, Quan
AU - Huifeng, Zhao
AU - Bo, Li
PY - 2009
Y1 - 2009
N2 - With the informationization, networking and intelli-gent development of modern logistics, the enormous data together with very critical knowledge hidden therein are generated from the management process of logistics enterprises. The data mining methods such as clustering, association rules, sequential pattern, statistics analysis, characteristics rules and so on can be used to find out the useful knowledge, enabling such data to become the real fortune of logistics companies and support their decisions and development. This paper introduces the significance of the application of data mining to modern logistics management decision, and then analyses in detail how to apply the data mining to modern logistics management decision and the key technology of the application. Finally, it is pointed out that the data mining technology is becoming more and more powerful in modern logistics management.
AB - With the informationization, networking and intelli-gent development of modern logistics, the enormous data together with very critical knowledge hidden therein are generated from the management process of logistics enterprises. The data mining methods such as clustering, association rules, sequential pattern, statistics analysis, characteristics rules and so on can be used to find out the useful knowledge, enabling such data to become the real fortune of logistics companies and support their decisions and development. This paper introduces the significance of the application of data mining to modern logistics management decision, and then analyses in detail how to apply the data mining to modern logistics management decision and the key technology of the application. Finally, it is pointed out that the data mining technology is becoming more and more powerful in modern logistics management.
KW - Data mining
KW - Data warehouse
KW - Logistics decision
KW - Modern logistics
UR - https://www.scopus.com/pages/publications/70350555733
U2 - 10.1109/IFITA.2009.93
DO - 10.1109/IFITA.2009.93
M3 - 会议稿件
AN - SCOPUS:70350555733
SN - 9780769536002
T3 - Proceedings - 2009 International Forum on Information Technology and Applications, IFITA 2009
SP - 433
EP - 436
BT - Proceedings - 2009 International Forum on Information Technology and Applications, IFITA 2009
T2 - 2009 International Forum on Information Technology and Applications, IFITA 2009
Y2 - 15 May 2009 through 17 May 2009
ER -