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The Research Of Configurable And Visualized Analysis System Of Electronic Footprint Big Data

Posted on:2017-07-06Degree:MasterType:Thesis
Country:ChinaCandidate:Q Z XuFull Text:PDF
GTID:2348330515964188Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
With the development of the Internet,the electronic footprint of human,such as micro-blog,blog,110 alarm data,ATM transaction data and so on,has become more and more rich.The visual form of these data is also manifold.Currently,the thing that how to analysis the various electronic footprint of different data types effectively so the systems can have a unified and reasonable visualization is the necessary problem at present.Surrounding on this issue,the paper abstracts the ontology model of electronic footprint big data,designs the configuration of visualization for different data type,which can effectively analysis different type of electronic footprint big data.The paper mainly finishes the following aspects of the work:Firstly,the paper proposes an ontology model of electronic footprint big data.Based on the ABC ontology model,the paper extends some aspects such as blog,bank,passenger,carding records,alarm records and so on.Combining the needs of visualization function,this paper abstracts the configurable visualization model of electronic footprint big data and the meta-data description of this model,the type model of the data as well,which provides a theoretical support for the design of configurable visualization system.Secondly,the paper proposes a software design of configurable and visualized analysis system of electronic footprint big data.For business needs of visualization,the paper designs the platform architecture of the overall system architecture and thedata resource flow.And for the system architecture requirements,this paper designs the business processes,user cases,database,user pages and WebService.It's helpful for the detail designing of realizing the configurable and visualized analysis system of electronic footprint big data.Thirdly,this paper completed three examples and verified the data ontology model.Using the configurable visualization model,combined with the specific business needs of every example,from the view of software architecture and data ontology model,and the configurable visualization model as well,the paper realizes three visual system.This can provide a system design reference for other systems which need to be configurable and visualized in future and made a system reference.Focusing on the configurable visualization and analysis system of electronic footprint big data,this paper abstracts electronic footprint data ontology model,designs visualization model of the configurable electronic footprint data and data type model.And by completing three configurable visualization system,the paper verifies the model's versatility,and lays a good foundation for other visualization systems which can be configured.
Keywords/Search Tags:Electronic Footprint, Visualization, Configurable, ABC Ontology, Modeling, Software Design
PDF Full Text Request
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