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Research And Implementation Of A Data Resource Management Platform For Strategic Consulting Based On Graph Database

Posted on:2022-03-25Degree:MasterType:Thesis
Country:ChinaCandidate:P H HanFull Text:PDF
GTID:2518306332467644Subject:Computer Science and Technology
Abstract/Summary:PDF Full Text Request
Graph data,as an important data organization form of current data in various industries,can support complex relational representation,but on the other hand,its complex structure and varied data forms make its storage and calculation more and more difficult.In the science and technology consulting scenarios,these graph data are distributed in different fields and data sources,which makes a complete and reliable platform is urgently needed to support its complex management.However,the existing graph data resource management platforms still have many shortcomings and problems:Most graph data management platforms emphasize certain aspects of graph data management in isolation.That is,it is limited to storage or visualization,and cannot support the convenient import and management of heterogeneous multi-source data.In order to solve the above-mentioned problems and challenges,this paper conducts in-depth research on graph data storage and graph data computing technology.The main research contents include:(1)Based on hierarchized metadata management,designed and implemented a graph data modeling solution,and Use MIN language to develop and implement simple and easy-to-use graph data modeling tools;(2)Proposed and implemented a label-based RDF to property graph method(LRPG),which supports the conversion of multiple types of data such as XML,N-Triples and other data formats,and realize the label characteristics of RDF in the graph database Hugegraph by setting additional properties;(3)Proposed and realized the configurable relational database to attribute graph method(CRDPG),by configuring the properties,the transform of the original relational database content is realized,and the pressure caused by the labor cost in the importing process of the relational database is solved;(4)Designed and implemented the data resource management platform for science and technology consulting based on graph database,using existing technical domain,institutional domain and talent domain data as the cornerstone,develop a resource management platform for data storage management,conversion and import,analysis and calculation of collection of data,and finally display platform services to the outside through a visual interface.Based on the above research content,this paper designs and implements a graph database-based data resource management platform,which provides graph data storage and computing capabilities,and builds a flexible and reliable relationship graph visualization function to assist experts in making better decisions based on graph data.And apply it to the key research and development topic "Science and Technology Consulting Data Resource System Research and Resource Construction".
Keywords/Search Tags:graph database, data visualization, graph storage, graph computing, science and technology consulting data resource management
PDF Full Text Request
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