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Visualization Of The Analysis Of Big Data On The Behavior Of College Students

Posted on:2017-12-01Degree:MasterType:Thesis
Country:ChinaCandidate:G Q WangFull Text:PDF
GTID:2347330512950724Subject:Electronic and communication engineering
Abstract/Summary:PDF Full Text Request
This study is mainly from the perspective of data analysis. Analysis of the basic data of 2013-2015 graduates and students in University, through the data mining analysis results, showing the relationship between the students’ academic performance and daily behavior. On the basis of data application system of database access card, mainly from the school library, teaching system, combined with the characteristics of basic database table structure, the extraction of key fields in the database, screening filter based on unstructured data through large data analysis methods, the daily life behavior and students’ learning achievement presentation chart.Data mining uses clustering, association rules and sequential pattern mining, and combines the text content of unstructured data to classify and extract, and finally presents the results of data analysis in a visual way. Based on the modeling platform of process definition data cleaning, modeling platform is a custom operator development, from research in integrated platform, integrated platform is an open source platform combined with the development of education industry based on the underlying data model, using Java language, as a platform for two development tools, using the basic SQL programming can be greatly simplified, many Java operator link complexity, provides a very convenient method for large data platform.The study of early digital visualization charts using Echarts platform, combined with the analysis of fine-grained mining later will migrate to HTML5 usage data, at this stage of the Echarts chart is very flexible, expressive and intuitive animation can fully display the results of data analysis, can achieve the digital stereoscopic effect. The overall platform of this study is to build the use of virtualization platform Linux operating system, Tomcat released WEB server, all of the hardware platform for the construction of University of industry information center.
Keywords/Search Tags:college, Big Data, Data Analysis, Data Visualization
PDF Full Text Request
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