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Comprehensive Dataset for Call Graph Visualization and Design Pattern Detection using Behavior-Structural Sequences and Generated Audio Waves

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DataCite Commons2024-06-16 更新2024-07-13 收录
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https://ieee-dataport.org/documents/comprehensive-dataset-call-graph-visualization-and-design-pattern-detection-using-behavior
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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.

本研究生成的数据包含多个独立模块,旨在提升调用图可视化与设计模式检测领域的理解与应用水平。该数据集托管于公开可访问的仓库中,包含以下组成部分: 代码样本(Code Samples):仓库中共包含24组代码样本,作为测试与验证本文所提出技术的基础。每组代码样本均提供了各类设计模式的实操示例,便于对本研究提出的方法开展检验与分析工作。 行为-结构序列(Behavior-Structural Sequences):除代码样本外,仓库还包含24组行为-结构序列。此类序列记录了代码样本的动态行为与结构属性,研究人员可通过分析这些序列,识别出与特定设计模式相关的特征与模式。 行为-结构序列变体(Variants of Behavior-Structural Sequences):除基础序列外,本仓库还提供了上述行为-结构序列的变体。这些变体代表了对原始序列所做的各类修改与扩充,可用于测试模式检测技术的鲁棒性与适配性。 生成音频波形(Generated Audio Waves):仓库中还包含由代码序列生成的音频波形样本。此类音频波形是本研究的创新方向之一,实现了代码数据向听觉格式的转换,可为独特的研究视角与分析提供支撑。 许可与可访问性: 所有音频波形样本与行为-结构序列均采用知识共享署名4.0国际许可协议(Creative Commons Attribution 4.0 International License,CC BY 4.0)发布。该开放许可允许对数据进行广泛使用与改编,以推动该领域内的进一步研究与开发。
提供机构:
IEEE DataPort
创建时间:
2024-06-16
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