用于程序理解的交互式多矩阵可视化

Ala Abuthawabeh, Dirk Zeckzer
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引用次数: 12

摘要

软件工程师使用许多可视化技术来理解和分析软件系统的静态结构,并从源代码中提取静态结构。然而,考虑到软件系统中不断增加的代码实体(类和接口)和不同类型的代码耦合(它们之间的关系)的可伸缩可视化的需求仍然没有得到充分满足。在本文中,我们扩展了现有的多矩阵可视化方法的设计,以一种可扩展的方式来表示软件系统的静态结构。首先,我们扩展了数据模型和算法。其次,我们添加了更多的可视化和交互元素。最后,我们引入了包层次结构的折叠(折叠)和展开(展开),它们在节点数量上具有二次的时间复杂度和二次的空间复杂度。这种扩展的方法可以用于支持程序理解和分析软件系统的静态结构。
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IMMV: An interactive multi-matrix visualization for program comprehension
Many visualization techniques are used by software engineers to understand and to analyze the static structure of software systems, with the static structure being extracted from the source code. However, the need for scalable visualizations, which take into account the increasing number of code entities (classes and interfaces) and different types of code couplings (relations between them) in software systems, is still not sufficiently fulfilled. In this paper, we extend the design of an existing multi-matrix visualization approach to represent the static structure of software systems in a scalable way. First, we extended the data model and the algorithms. Second, we added more visualization and interaction elements. Finally, we incorporated the folding (collapsing) and the unfolding (expanding) of the package hierarchy, which have quadratic time complexity and quadratic space complexity in the number of nodes. This extended approach can be applied to support program comprehension and to analyze the static structure of software systems.
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