Android GUI Automation Framework Artifact With Pilot Study Dataset

COMBDroid is a mobile GUI automation framework artifact designed for handling combination interactions in Android applications. The 815.2 MB package includes the framework's source code, a pilot study dataset of apps with combination interactions, and evaluation datasets for research questions. An anonymous author uploaded this artifact to figshare in April 2026 to support reproducibility of experimental results.

Use Cases

• Training RL agents for mobile app testing using the pilot study dataset of combination interactions.
• Evaluating GUI automation frameworks against the provided RQ1 and RQ2 evaluation datasets.
• Analyzing representative GUI interaction examples and screenshots to understand complex app states.
• Reproducing experimental results from the COMBDroid paper using the included source code and datasets.

Strengths

• Artifact is 815.2 MB, containing source code, datasets, and visual examples.
• Includes distinct datasets for a pilot study and for evaluating specific research questions (RQ1/RQ2).
• Released under a permissive CC-BY-4.0 license for open use and modification.

Limitations

• Dataset size and specific row counts for the pilot and evaluation data are not provided.
• The author and originating organization are listed as anonymous and unknown, limiting provenance tracing.
• Content is a static research artifact; no update frequency or ongoing data collection is indicated.

Provenance

Source

figshare, uploaded as an anonymous research artifact.

Collection Method

Created as part of the COMBDroid research project, likely involving automated testing of Android applications.

Freshness

Last updated on 2026-04-03.