Design And Implementation Of The Whole Network Information Platform Based On Data Mining

With the coming of information age,information technology public security system has a considerable scale.Because in recent years,public security involved in the business side broader and larger volume of data traffic,and therefore public security in the information technology sector has accumulated a large number of construction of useful data and provides public security services judged foundation,basically to achieve accurate and prevention the fight against crime.However,with the increase of public security of data and the social data,police judged to face massive data analysis,mining intelligence is undoubtedly a difficult trail.Deepening public security services for information technology put forward higher requirements,then put on data mining technology ranks discuss research,the traditional data analysis tools have not a good solution to this problem.Based on Data Mining Public Security Bureau Huishan whole network information warfare platform is designed in such a case to implement up.In this paper,on the existing data warehouse,using data mining tools and cluster analysis using mining methods for effective public security business data,valuable analysis,up to the application of data mining technology mining analysis data to produce the purpose of early warning information.This thesis research work is as follows:Firstly,this paper analyzes the history and current situation of data mining to study the current data mining applications in all walks of life and prospects,and described the latest idea is based on the current world of intelligence information on police reform-oriented mode of operation.Raised the status of the data mining technology for the public security system to support business can effectively solve the information,less information,less decision-making.Further achieve precise and intelligent analysis judged,and to achieve scientific and effective decision-making early warning,the final fight crime prevention.Secondly,the main research direction is the application of data mining in the public security sector,and how to realize big data analysis of public security industry made extensive studies also analyzed the data mining association rule and cluster analysis.Association rules proposed work is not limited to the database,but improve the efficiency of the algorithm,including optimized algorithm,random sampling and parallel thinking and so on;clustering as a data mining tool have been rooted in many areas,which can be associated algorithm object into a plurality of subsets,may lead to the discovery of the previously unknown group of data.Thirdly,the paper system needs to be analyzed,complete the design of the architecture.The system uses a multi-layer structure design based on JAVA.System is judged by intelligence,analyzing the model,combined operations and application support systems and other modules.Fourthly,the paper realized the whole network information operations platform.Completed the intelligence judgments,analyzing model,module design and implementation.In the first module judged model uses association rules correlation analysis of the data,and then using clustering algorithm implementation.The paper also designed and implemented application support system authentication system,security audit log system and back office management system,this module provides security and personnel licensing mechanism for the entire system.In addition to the module is to achieve,but also uses a technology WebService interface with external systems for docking work.Finally,the thesis of the functional and performance verification system to verify.Validated model module judged and compared by different high-risk criminal frequency analysis time consuming to verify the whole network based on data mining information operations platform for improving the efficiency of judgments and decisions,the effect of shortening the time information analysis.In this paper,through the study of the whole network information operations platform to verify the feasibility of the whole network of data mining technology in information warfare platform.System to improve the efficiency of the in-depth analysis of the application of,will be used to accurately excavated from the huge amounts of data effective intelligence impossible possible,to further enhance the public security decision-making efficiency and combat capability.