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基于场景的数据分析系统设计

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针对系统间信息交互逻辑复杂、信息处理能力与效率不足的问题,提出了基于特定场景过程数据的信息特征分析系统设计方案.构建了以数据仓库为底层数据支撑、以数据特征分析服务支撑的一体化系统,通过建设数据仓库建设基于需求与方向的多维度数据模型,对多源异构数据进行集成与存储,以多类算子作为底层运算驱动,针对数据源和数据集中的结构数据进行特征分析,在场景、过程等进行应用,表现出良好的数据整合与分析能力.
Design of Data Analysis System Based on Scene
Aiming at the problems of complex logic of information interaction and insufficient information processing ability and efficiency among certain systems,a design scheme of information feature analysis system based on process data of specific scenes is proposed.An integrated system supported by data warehouse and data feature analysis service is constructed.By building a data warehouse and building a multi-dimensional data model based on demand and direction,multi-source heterogeneous data are integrated and stored,and then multi-class operators are used as the underlying operation drivers to analyze the characteristics of data sources and structural data in data sets.Finally,it is applied in the scenarios and processes,showing good data integration and analysis ability.

data warehousedata feature analysisdata integrationscene application

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中国人民解放军91404 部队,河北 秦皇岛 066001

数据仓库 数据特征分析 数据整合 场景应用

2024

计算机与网络
工业和信息化部电子无线通信专业情报网

计算机与网络

CHSSCD
影响因子:0.149
ISSN:1008-1739
年,卷(期):2024.50(6)