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Design And Implementation Of Police Data Analysis System Based On Data Mining Technology

Posted on:2019-11-17Degree:MasterType:Thesis
Country:ChinaCandidate:B H ZengFull Text:PDF
GTID:2556305615951239Subject:Computer technology
Abstract/Summary:PDF Full Text Request
Data mining technology is a kind of meaningful information that can be found in large data sets.It has become one of the research hotspots in the Internet field.Generally speaking,data mining technology can combine artificial intelligence,computer technology,Internet and statistics technology,and form a new technical method by using multi-field theory and technology.Since 1990 s,data mining technology has been widely used in financial investment market,manufacturing industry,communication and other front-end technology fields.However,due to the different types of police data stored in the corresponding departments,most of the police data with the corresponding confidentiality level need to be treated in secret.Therefore,it is difficult to support the decision of the public security department if the mass police data with big data characteristics are not fully mined and utilized.As an important part of the unit,and data analysis of police system malfunction can cause huge problems for each basic unit,the security of the data analysis system of police is crucial,so can improve data encryption method to improve the safety of the system.This paper first takes the police information of public security as the research background,analyzes and studies the application relation of police information and the structure of police information system.In the policing of all kinds of information,with an increase in the number of cases,the data mining technology is applied to the case information management system,establish case information analysis and mining system,can effective scientific basis for the decision of public security leaders at all levels.The application of data mining technology in case information system is aimed at mining all kinds of data,helping the police make decisions quickly and accurately,guiding the police work and improving the efficiency of law enforcement.Introduces data mining technology in the public security police information,combining the existing public security information resources fully,select information in the case of police information management system,the case information in the data mining,for deep and valuable information.Through consulting relevant literature,to use data mining related knowledge,analyze the case information management system of data,and USES association rules mining and clustering mining techniques for targeted research.This paper explores new ideas and methods to implement the police data analysis system based on data mining technology.The system designed in this paper needs to be optimized and improved in compatibility,and it needs to be well compatible with other systems in future design.
Keywords/Search Tags:Data mining, Police data analysis, Spark framework
PDF Full Text Request
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