Comprehensive Dataset for Call Graph Visualization and Design Pattern Detection using Behavior-Structural Sequences and Generated Audio Waves
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资源简介:
The data generated during this research includes several distinct components aimed at enhancing the understanding and application of call graph visualization and design pattern detection. This data is housed in a publicly accessible repository and comprises the following elements:Code Samples: A total of 24 code samples are included in the repository. These samples were used as the basis for testing and validating the proposed techniques. Each code sample provides a practical example of various design patterns, facilitating the examination and analysis of the methodologies presented in this study.Behavior-Structural Sequences: Alongside the code samples, the repository contains 24 behavior-structural sequences. These sequences capture the dynamic behavior and structural attributes of the code samples. By analyzing these sequences, researchers can identify patterns and features that are indicative of specific design patterns.Variants of Behavior-Structural Sequences: In addition to the primary sequences, variants of these behavior-structural sequences are provided. These variants represent different modifications and augmentations applied to the original sequences, which are useful for testing the robustness and adaptability of the pattern detection techniques.Generated Audio Waves: The repository also includes samples of audio waves generated from the code sequences. These audio waves are a novel aspect of the research, representing the transformation of code data into an auditory format to facilitate unique insights and analysis.License and AccessibilityAll the audio wave samples and behavior-structural sequences are provided under the Creative Commons Attribution 4.0 International License (CC BY 4.0). This open license allows for widespread use and adaptation of the data, encouraging further research and development in the field.
本研究过程中生成的数据集包含多个独立的组成部分,旨在提升对调用图可视化及设计模式检测的理解与应用。该数据集存放在一个公开可访问的存储库中,并包含以下元素:
代码样本:存储库中共包含24个代码样本,这些样本被用作测试和验证所提出技术的基础。每个代码样本都提供了各种设计模式的实际示例,便于对该研究中提出的方法论进行考察和分析。
行为-结构序列:与代码样本并行,存储库中还包含了24个行为-结构序列。这些序列捕捉了代码样本的动态行为和结构属性。通过分析这些序列,研究人员可以识别出特定设计模式的指示性模式和特征。
行为-结构序列的变体:除了基本序列之外,还提供了这些行为-结构序列的变体。这些变体代表了应用于原始序列的不同修改和增强,对于测试模式检测技术的鲁棒性和适应性非常有用。
生成音频波:存储库还包括从代码序列生成的音频波样本。这是研究的一个新颖方面,代表了将代码数据转化为听觉格式,以促进独特的洞察和分析。
许可证与可访问性:所有音频波样本和行为-结构序列均提供Creative Commons Attribution 4.0国际许可证(CC BY 4.0)。该开放许可证允许广泛使用和改编数据,鼓励该领域的进一步研究和开发。
提供机构:
IEEE Dataport



