Research of data mining system

摘要

Combining the current development situation of data mining system, this paper introduces the centralized and distributed data mining system respectively, focuses on the detailed introduce to the various components of the centralized data mining system and its concrete realization technology, and summarizes the current development situation of the centralized and distributed data mining system at the same time respectively, then puts forward the research direction and development trend of the data mining system: to enhance the visualization and interaction, to improve the scalability, follow the single standard combined with a specific industry application and support of data mining of the mobile environment. The development of data mining system has been made into a brief summary and outlook. Data mining, also known as knowledge discovery in database (KDD), is that the process of digging out interesting knowledge from a large amount of data stored in the database, data warehouse or other information. In recent years, to promote the actual application of data mining, many researchers do a lot of research work on the architecture of data mining system. A data mining system with reasonable structure should have the following features: 1) completeness of system function and auxiliary tools; 2) scalability of system; 3) support for multiple data sources; 4) processing capabilities of the large amount of data; 5) good user interface and showing ability of the results. In the current, the data mining system mainly includes centralized and the distributed data mining system, and the specific structure and its various components of each system have a variety of different implementation techniques and methods.