一个基于图形的真实Android应用程序提交历史数据集

F. Geiger, I. Malavolta, L. Pascarella, Fabio Palomba, D. D. Nucci, Alberto Bacchelli
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引用次数: 51

摘要

获得一个好的数据集来对Android应用程序的工程进行实证研究是一个公开的挑战。为了应对这一挑战,我们提出了androidtimemmachine,这是第一个独立的、公开可用的数据集,它将真实世界的开源Android应用的数据源编织在一起。编码为基于图形的数据库,androidtimemmachine涉及8431个真正的开源Android应用程序,并包含:(i)关于应用程序的GitHub项目的元数据,(ii)具有完整提交历史的Git存储库和(iii)从Google Play商店提取的元数据,如应用程序评级和权限。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Graph-Based Dataset of Commit History of Real-World Android apps
Obtaining a good dataset to conduct empirical studies on the engineering of Android apps is an open challenge. To start tackling this challenge, we present AndroidTimeMachine, the rst, self-contained, publicly available dataset weaving spread-out data sources about real-world, open-source Android apps. Encoded as a graph-based database, AndroidTimeMachine concerns 8,431 real open-source Android apps and contains: (i) metadata about the apps' GitHub projects, (ii) Git repositories with full commit history and (iii) metadata extracted from the Google Play store, such as app ratings and permissions.
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