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Analyzing data flow diagrams by combination of formal methods and visualization techniques

机译:结合形式化方法和可视化技术来分析数据流程图

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摘要

Data flow diagram (DFD) is an indispensable method to model data processing in software engineering. To analyze DFD rigorously, a formal semantics is demanded. Formal interpretation of DFD and its formal semantics lead to an accurate and non-ambiguous analysis. Calculus of Communicating System (CCS), a formal approach in concurrent system modeling, could be utilized to describe DFD. Given its CCS description, automation tools generate the state space of the system depicted by DFD, which reflects all the behaviors of the system. However, analyzing the state space only with character expressions is hard for software developers. In this paper, a visual system is introduced to assist developers to analyze and compare the systems by combination of formal methods and visualization techniques.
机译:数据流程图(DFD)是在软件工程中为数据处理建模的必不可少的方法。要严格分析DFD,需要形式语义。对DFD及其形式语义的形式化解释导致了准确而明确的分析。通信系统演算(CCS)是并行系统建模中的一种正式方法,可以用来描述DFD。根据其CCS描述,自动化工具将生成DFD描绘的系统状态空间,该状态空间反映了系统的所有行为。但是,仅使用字符表达式分析状态空间对于软件开发人员来说很难。在本文中,介绍了一种视觉系统,以帮助开发人员通过形式化方法和可视化技术的组合来分析和比较系统。

著录项

  • 来源
    《Journal of Visual Languages & Computing》 |2018年第10期|41-51|共11页
  • 作者单位

    Shanghai Jiao Tong Univ, BASICS, Sch Elect Informat & Elect Engn, Dept Comp Sci & Engn, Shanghai, Peoples R China;

    Shanghai Jiao Tong Univ, BASICS, Sch Elect Informat & Elect Engn, Dept Comp Sci & Engn, Shanghai, Peoples R China;

    Shanghai Jiao Tong Univ, BASICS, Sch Elect Informat & Elect Engn, Dept Comp Sci & Engn, Shanghai, Peoples R China;

    Shanghai Jiao Tong Univ, BASICS, Sch Elect Informat & Elect Engn, Dept Comp Sci & Engn, Shanghai, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Data flow diagram; Calculus of communicating systems; State space; Graph visualization;

    机译:数据流程图;通信系统微积分;状态空间;图形可视化;

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