Research Of Data Ming In Port Product Data Based On Clustering And Association Rules

Under the background of the informatization of operation in port, port operations has through the traditional manual operation into rely on automation of network technology, and has accumulated a certain amount of production information. Port production ability embodies its vitality, as well as other areas, the port production data also contains the potential valuable information which need us to discover.The continuous development of data mining technology and its application in various fields, which provided ideas and methods to solve the lack of ability to analysis and mining which existence in the management of port production data. First of all. this paper introduces the informatization development to the present stage, the port enterprises realize the importance of data mining technology, and it is urgent to analyze and mine the production data, at the same time, it introduces the status of data mining technology of domestic and foreign ports and introduces the theory of data mining application in port enterprises, which prepared for the subsequent work. Secondly it explains how to apply clustering and association rule mining technology into port enterprises, and discuss its possibilities. And then discusses the correlation analysis and cluster analysis in data mining technology in the port enterprise application forms and methods, and excavates the intrinsic value of the related data of the port and ship in-depth. Finally, it explains and analyses the mining results in-depth.