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

Haocheng Zhang, Wei Liu, Hao Xiong, Xiaoju Dong
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引用次数: 5

Abstract

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.

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结合形式化方法和可视化技术分析数据流图
数据流图(DFD)是软件工程中建模数据处理必不可少的方法。为了严格分析DFD,需要一个形式化的语义。DFD及其形式语义的形式化解释导致了准确和非歧义的分析。通信系统演算(CCS)是并发系统建模的一种形式化方法,可以用来描述DFD。给定其CCS描述,自动化工具生成DFD所描述的系统的状态空间,该状态空间反映了系统的所有行为。然而,对于软件开发人员来说,仅用字符表达式来分析状态空间是困难的。本文引入了一个可视化系统,通过形式化方法和可视化技术的结合,帮助开发人员分析和比较系统。
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来源期刊
Journal of Visual Languages and Computing
Journal of Visual Languages and Computing 工程技术-计算机:软件工程
CiteScore
1.62
自引率
0.00%
发文量
0
审稿时长
26.8 weeks
期刊介绍: The Journal of Visual Languages and Computing is a forum for researchers, practitioners, and developers to exchange ideas and results for the advancement of visual languages and its implication to the art of computing. The journal publishes research papers, state-of-the-art surveys, and review articles in all aspects of visual languages.
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