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Research And Implementation Of Internet + Museum Visualization Platform Based On Hadoop And D3 JS

Posted on:2018-01-28Degree:MasterType:Thesis
Country:ChinaCandidate:D H DingFull Text:PDF
GTID:2348330533455373Subject:Software engineering
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Internet plus is in the current technical support of the Internet,through the combination of traditional industries,to help the traditional culture industry to promote and develop a new form of socio-economic and cultural development.Museums are places to solicit,collect,display and study things that represent natural and human cultural heritage.Under the influence of Internet plus mind,which makes the traditional museum information system difficult to support the management and visualization works in the museum.As a result,the museum urgently needs the support of the new generation information visualization platform to improve the information ability,and promote the Chinese traditional culture.Based on the research of Shanghai Museum,Nanjing Museum and other museums,this paper determines the needs of the visualization platform of Internet plus Museum.In this paper,the visualization platform of Internet plus Museum is designed with full consideration of the maintainability and scalability of the platform,and the Internet plus Museum visualization platform is implemented by using the Spring MVC Framework and the technology of HTML,CSS and Java Script.In the holding information display module,this paper use D3.Js technology with histogram,radar and other components to display the museum collection information visually.In order to improve query efficiency in data visualization process,this paper construct a Hadoop cluster,and use the Sqoop tool to migrate the data from the museum's existing relational database to the Hive Data Warehouse.By preprocessing the data in different visualization theme,and depositing the results in the hbase,we can speed up the visual data request speed.The visualization platform of the Internet plus Museum,which is based on Hadoop and D3.Js,includes museum records,collection management,exhibition information,event management,ticketing management,digital assets,and text creation stores modules.The museum's information visualization platform has been tested and run using data from the Shanghai Museum,which shows that the platform fully meets the museum's needs and simplifies the management of the museum staff for the collection.The visualization module in the platform displays the properties of the data in the museum in the form of multidimensional data,so that the public,museum staff,and the experts can understand the museum information clearly.
Keywords/Search Tags:Internet plus, Big Data, Hadoop, Hive, sqoop, visualization, D3.js
PDF Full Text Request
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