The Design Of Prototype System For Data Mining Application

Data mining technology can help us discover useful schema from great capacity of data, and has become a new hotspot in database research field. Enter 21 centuries particularly, data mining out a great deal of application of technique in the military field, the victory or defeat of the war not only is decided by the military real strenght of battle the both parties only, can carry on to a great deal of battle data in the war quick, handle availably, can dig out miscellaneous disorderly have no the inside contact regulation of the battle data of the chapter, to in command of the personnel's decision judgment rise arrived the key function, will directly affect war of victory or defeat. Therefore, data mining technical of application more and more extensive, a lot of units all scoop out the technique in the research data. Up to now, data mining field is highly dispersive and there is no open standard. For the troops, this kind of the development of the dispersion is very terrible, not only aing great deal of manpower and budgets that costs, but also breaking a great deal of useful data, can't make use of good these datas more adequately.In this paper, I have designed a data mining query language based on XML and DMPS(Data Mining Application Prototype System)based on the data mining query language, which explored the problem of data mining query language standardlization and reusage of data mining utilities. At the same time, this text scoops out the function to standardize according to the data and the way of thinking that the core function is heavy to use, put forward with the data mining to search the language for the core faces to the applied prototype system DMPS of the data excavation. to search the language DMQL for core, logarithms according to scooped out and applied the core function within system to carry on the abstract definition, design a series to have and can expand sex of open and connect the oscular middle piece, and designed the data on this foundation excavation application total frame of the system.Therefore, our item set scoops out to search the language to standardize to scoop out the function with data in the data heavy did with the aspect beneficial quest. The aim of DMPS is: to abstract the core part from data mining applications and put them into a reusable and extensible prototype system, and to help data mining developers build data mining application system rapidly by applying components and framework in DMPS. Our item set try to search more datas scoop out the calculate way and the data model methods, unify the data scoop out in the language, is each soldier of troops particularly to grow currently to have with sections all some by oneself study the calculate way of design, provide the united movement terrace for various calculate way, carry out good can expand sex.Moreover, the DMPS still provides the data to scoop out the in general use frame of the applied development, being the customer to establish the data excavation application system, since can use the frame of the DMPS application system directly, can also pass the way of quote from the DMPS SDK to use and expand the DMPS prototype system. The design point of the system of DMPS does not lie in the design of the data excavation calculate way, but lie in provide to have the good data that can expand sex to scoop out to search the language and heavy use of data scoop out the applied frame.The system of DMPS is an in general use data to scoop out the tool, the data of the system of DMPS scoops out the process to have no decided realm knowledge request towards the data that involve, as a result can use to scoop out the missionto the data of handle different realm. In this paper, I have finished the design of DMPS and put the emphasis on solving the problem of data mining query language design and prototype system design. In the end, I analyzed the application of DMPS.