cispa_all_3826.pdf (1.24 MB)
Frontmatter: Mining Android User Interfaces at Scale
conference contribution
posted on 2023-11-29, 18:19 authored by Konstantin KuznetsovKonstantin Kuznetsov, Chen Fu, Song Gao, David N. Jansen, Lijun Zhang, Andreas ZellerAndreas ZellerWe introduce Frontmatter: the largest open-access dataset containing user interface models of about 160,000 Android apps. Frontmatter opens the door for comprehensive mining of mobile user interfaces, jumpstarting empirical research at a large scale, addressing questions such as "How many travel apps require registration?", "Which apps do not follow accessibility guidelines?", "Does the user interface correspond to the description?", and many more. The Frontmatter UI analysis tool and the Frontmatter dataset are available under an open-source license.
History
Preferred Citation
Konstantin Kuznetsov, Chen Fu, Song Gao, David Jansen, Lijun Zhang and Andreas Zeller. Frontmatter: Mining Android User Interfaces at Scale. In: European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE). 2021.Primary Research Area
- Secure Connected and Mobile Systems
Name of Conference
European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)Legacy Posted Date
2022-10-13Open Access Type
- Green
BibTeX
@inproceedings{cispa_all_3826, title = "Frontmatter: Mining Android User Interfaces at Scale", author = "Kuznetsov, Konstantin and Fu, Chen and Gao, Song and Jansen, David N. and Zhang, Lijun and Zeller, Andreas", booktitle="{European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)}", year="2021", }Usage metrics
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