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Research On The Application Of G Government Public Opinion Analysis Under The Background Of Large Dat

Posted on:2017-01-30Degree:MasterType:Thesis
Country:ChinaCandidate:C J LiangFull Text:PDF
GTID:2296330485978291Subject:The MBA
Abstract/Summary:PDF Full Text Request
Big data applications, new governance, and service-oriented government and other topics, are currently popular and innovative themes. Massive data wave is roaring, was pushed to the front of the big data, far more than the business for the purpose of a large number of enterprises, but also the public service for the purpose of government agencies. Similar to the former, the government in the performance of their duties, in the process of social management, is facing more and more challenges, but in another point of view, if a reasonable response and use these data will also for the social management bring great benefits.This paper selects the X government big data analysis of public opinion as the research object, through the big data technology for real-time data collection, calculation, mining, analysis, application. In the main section we study and analyze the X government data, business needs, and puts forward business solutions, the implementation of the program, and describe the data processing method and application of ideas, and visual presentation. Especially on the social conditions and public opinion data processing difficulties, such as event recognition, event correlation, thematic clustering analysis, hot word identification and correlation, data visualization theme do in-depth analysis and study, proposed the implementation of ideas and technology method. The purpose is through the actual case analysis, explore the data analysis application in government governance, as the target, first of all, can will achieve the hot issues, public opinion, by the way of visualization, which can provide data support for the government management; secondly, event correlation, theme related to more in-depth analysis of the data into the analysis of, early warning, forecasting, closed-loop tracking more advanced applications.Finally, the hope that through the X government sentiment big data analysis of public opinion, the success of the case, to provide a reference for other government departments to provide a set of solutions and ideas for the government to carry out big data social situation and public opinion analysis.
Keywords/Search Tags:Big data, government, data visualization, data mining, cluster analysis
PDF Full Text Request
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