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Implementation Of Research Based On Large Data Mining Supply Enterprise Risk Project

Posted on:2018-07-04Degree:MasterType:Thesis
Country:ChinaCandidate:H D ZhaoFull Text:PDF
GTID:2359330518957561Subject:Engineering
Abstract/Summary:PDF Full Text Request
With the development of power industry and the progress of information technology,production management process of the power supply enterprise data showed explosive growth,in the massive data mining valuable information,the data resources gradually transformed into data assets,will be a profou nd impact on the power supply enterprise and the whole electric power industry.For large data mining related project implementation,the power supply enterprise within the scope of many successful cases,but most of the projects for the use of the concept of big data of high order analysis,based on the real data,relatively little relationship with the trend of the index.In this paper,the risk early warning project as the research object based on the power supply enterprise big data mining,the project with large data mining as a means to explore the potential relationship between the indexes to analyze the changing trend of indexes,so as to establish the index relationship network to achieve the purpose of early warning.This paper reviews the data involved in the implementation of the project of mining theory analysis,project implementation methodology,project implementation,project planning method,data analysis methods and so on;then according to this project,combined with the above theoretical approach combing,design a set of suitable for the purpose of project implementation process planning system,organizational structure,set up work responsibility and content summary,project implementation and method of security measures for the implement ation of projects;then,system implementation process will design the project,the actual case risk early warning according to the project of a power supply company based on data mining are discussed,a brief overview of the basic situation of the project and the implementation of the background,from the organizational system,the construction of index system and algorithm selection and optimization,data mining and washing,the risk of network establishment,push the project results The whole process of the implementation of a wide part of a complete exposition of project;analysis of the key factor in the success of the project together,what are the key points for the success of the project identification,analysis of the existing problems in the projec t,gives the corresponding solutions and countermeasures.Combining with the related theories of the implementation of the project,relates to the theory of scientific data mining,project management,software engineering and so on,to analyze and Research on the implementation method of the power supply enterprise based on data mining project risk early warning.The conclusion of this article on the power supply enterprise has certain pertinence,is conducive to the implementation of enterprise data mining project,more enterprises mobilize resources to ensure the establishment of a real risk early warning system,the traditional post analysis mode to advance warning,improve enterprise risk prevention and control ability.
Keywords/Search Tags:project management, large data mining, power, risk warning
PDF Full Text Request
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