基于Java EE的数据可视化平台设计及主要功能实现

发布时间：2018-04-18 06:34

本文选题：数据可视化 + 在线定制　；参考：《中国科学院大学(中国科学院工程管理与信息技术学院)》2017年硕士论文

【摘要】：随着信息技术不断地发展和创新,各类信息化系统的建设和应用逐渐以海量数据为中心,更为注重基于数据的各类分析和应用。数据可视化作为数据分析应用的重要手段,具有直观揭示数据特征,方便人们总结和理解数据背后隐藏规律的显著优势。数据可视化工具已成为信息化系统中非常重要的一种支撑功能。本论文以业界主流的Java EE平台为基础,设计了一套易于集成的数据可视化平台框架,并对平台的主要功能模块进行了实现。本论文主要工作如下:(1)介绍了数据可视化基本概念,并结合可视化平台分析了基于网页的数据可视化技术、数据集成技术等,对开发平台及Java EE平台框架等相关基础技术进行了总结。(2)通过对国内外多种主流数据可视化工具以及与应用系统集成情况进行分析,总结了当前数据可视化工具在应用系统集成过程中存在的设计和实现问题。(3)结合所总结的问题,对基于Java EE的数据可视化平台进行需求分析和总体设计,规划了系统功能模块及平台部署环境。(4)对数据可视化平台中的主要功能模块进行了详细设计和实现,具体包括多源数据集成、多类型可视化集成和可视化支撑服务功能的设计与实现。(5)结合实际应用系统对数据可视化平台功能进行了验证。本论文所设计和实现的基于Java EE的数据可视化平台,有助于降低各类应用系统中进行数据可视化功能开发过程的技术门槛,并有效改善应用系统数据可视化功能的后期维护及升级成本。
[Abstract]:With the continuous development and innovation of information technology, the construction and application of all kinds of information systems gradually take massive data as the center, and pay more attention to all kinds of analysis and application based on data.As an important means of data analysis and application, data visualization has the advantages of revealing the characteristics of data intuitively and facilitating people to summarize and understand the hidden rules behind the data.Data visualization tool has become a very important supporting function in information system.Based on the mainstream Java EE platform, this paper designs a data visualization platform framework which is easy to integrate, and implements the main function modules of the platform.The main work of this paper is as follows: (1) the basic concept of data visualization is introduced, and the data visualization technology based on web page and data integration technology are analyzed based on the visualization platform.This paper summarizes the development platform, Java EE platform framework and other related basic technologies. It analyzes many kinds of mainstream data visualization tools at home and abroad and their integration with the application system.This paper summarizes the problems in the design and implementation of current data visualization tools in the process of application system integration. Combining with the problems summarized, the requirement analysis and overall design of the data visualization platform based on Java EE are carried out.The main function modules of the data visualization platform are designed and implemented in detail, including multi-source data integration.The design and implementation of multi-type visual integration and visualization support service function. 5) the function of data visualization platform is verified with practical application system.The data visualization platform based on Java EE, which is designed and implemented in this paper, is helpful to reduce the technical threshold of developing data visualization function in all kinds of application systems.And effectively improve the application system data visualization later maintenance and upgrade costs.
【学位授予单位】：中国科学院大学(中国科学院工程管理与信息技术学院)
【学位级别】：硕士
【学位授予年份】：2017
【分类号】：TP311.52

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