Title :
Ship scheduling decision support system based on Data Warehouse
Author :
Feixiang Zhu ; Yingjun Zhang ; Li Zhao
Author_Institution :
Inst. of Traffic Inf. Eng., Dalian Maritime Univ., Dalian
Abstract :
In order to improve the shipping efficiency and shipping safety, this paper proposes a ship scheduling decision support system (DSS) which integrates Data Warehouse (DW), On Line Analysis Process (OLAP) and Data Mining (DM) technologies. Under the background of large state-owned shipping companies, the design and implementation of the ship scheduling DSS are described in detail. OLAP is first used to access DW for multidimensional analysis and primary decision support. DM tool designed by us is used to uncover the hidden knowledge. The results show that the system is steady and knowledge mined by this system is interesting to shipping companies.
Keywords :
data mining; data warehouses; decision support systems; marine safety; scheduling; ships; transportation; OLAP; data mining; data warehouse; decision support system; multidimensional analysis; online analysis process; ship scheduling; shipping company; shipping safety; Data mining; Data warehouses; Databases; Decision support systems; Delta modulation; Information analysis; Job shop scheduling; Marine safety; Marine vehicles; Shipbuilding industry; On Line Analysis Process; data mining; data warehouse; descision support system; ship scheduling;
Conference_Titel :
Automation and Logistics, 2008. ICAL 2008. IEEE International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-2502-0
Electronic_ISBN :
978-1-4244-2503-7
DOI :
10.1109/ICAL.2008.4636490
