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Research On Key Technologies Of Visualization Based On The University Scientific Research Data

Posted on:2015-05-27Degree:DoctorType:Dissertation
Country:ChinaCandidate:J N XieFull Text:PDF
GTID:1228330467961154Subject:Computer software and theory
Abstract/Summary:PDF Full Text Request
The research work has become a core work of colleges and universities are facing, and the construction of scientific research management system in the colleges and universities will become strengthen scientific management level of colleges and universities is the key to the way. In this paper, the background, purpose and research management in scientific research management of the scientific research management of university at present stage of significance were introduced, the new attempt of application of information visualization technology in the field of college scientific research management. The use of data mining, data analysis and visualization technology, realize the visualization of the spirit of university scientific research management, activation and diversification, improve the pertinence and the comprehensive efficiency of scientific research management.The research results stored by the985colleges of2007-2013in the information systems (including published papers, patents, copyright, research projects) aspects of the data, to data collection, data preprocessing, data analysis, map and calculated and discussed as the main steps, to generalize visual analysis of application status methods in the research field of study in the analysis by introducing quantitative way, and with a statistical basis, and strive to accurately, objectively elaborated visual correlation analysis on many factors method application, by constructing the corresponding application system, to verify the theory and the method, provides the reference for the application to promote visual analysis method in scientific research achievements in the management of the university.According to the research results of the proposed multidimensional data analysis method, through the corresponding data integration, web crawling and integrity detection, according to the multiple dimensions of scientific research achievements, the author involved n the year, college, professional, keywords, constructing multidimensional data analysis, processing method, system to carry on the statistics and analysis of data.Introduces the concept of visual browsing history method based on recommendation algorithm, the method will generate the visualization process for the preservation of historical information, the use of similarity algorithm analyze relation history between the results, using the center distance and path analysis of center of importance to describe each history based on the results, with the current visual view most recommend similar historical information to users three comprehensive analysis method, accelerated cognitive process.On this basis, the design and implementation of an analysis platform of scientific research resources in university management based on information visualization, realize visual management functions basic data entry, scientific research business audit, research statistics analysis and maintenance.
Keywords/Search Tags:scientific research of the postgraduates, text data mining, Information visualization analysis, recommendation algorithm
PDF Full Text Request
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