Design Of A Multi-strategy Data Mining System DBIN Miner And Research Of Parallel Data Mining Technology

As the society coming into the information period, and the comprehensive application of the computer network and computer technology, the database in every industry accumulates substantive data increasingly. How to use these data and pick up useful information and knowledge from them to guide the production and distribution of the enterprises comes into being and develops a new computer technology—Data Mining Technology which is widely used and has tremendous practicality.Under the instance that the data scale expand rapidly and the analysis requirement increase continuously, many kinds of data analysis tools and data mining systems were researched and explored continually. There are a lot of successful data mining systems, such as SAS Enterprise Miner, SPSS Clementine, and IBM Intelligent Miner and so on. They have developed for more than ten years, and applied successfully in many business or scientific research areas. Not only guide the management and development of the corporations, bringing tremendous economy benefit, but also do a lot of contribution for the research of data mining by scientific research institutions. Data mining system is a bridge between the research and application of data mining, it do lots of effect for the spread of data mining.In this paper, by the study of the data mining theory, and the domestic and overseas research of the data mining systems'production and development, summarize the problem and development direction of the data mining system; design a multi-strategy data mining system--DBIN Miner. Aiming at the problem that how the data mining system deals with the tremendous substantive data, research the parallel data mining technology, and carry out the parallel association algorithm—Count Distribution algorithm. By the research problem which the parallel data mining technology encounter and the analysis of the development direction, we design the parallel data mining strategy of the DBIN Miner system. Finally, put out the issue of the system development in the future.In chapter one and two, introduce the data mining technology and data mining system. It contains the produce background and development actuality, and then analyzes the problem which the data mining system encounter during the development and the direction of it.