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AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis [article]

Guozhu Meng, Yinxing Xue, Jing Kai Siow, Ting Su, Annamalai Narayanan, Yang Liu
2017 arXiv   pre-print
In this work, we put forward AndroVault, a framework for the Android research composing of data collection, knowledge representation and knowledge extraction.  ...  It has started with a long-running web crawler for data collection (both apps and description) since 2013, which guarantees the timeliness of data; With static analysis and dynamic analysis of the collected  ...  Graph Construction AndroVault provides a graph-based knowledge representation for the collected and computed attributes.  ... 
arXiv:1711.07451v2 fatcat:wjlhwcdepvelbmqk5gju3b5s2y

Datasets of Android Applications: a Literature Review [article]

Franz-Xaver Geiger, Ivano Malavolta
2018 arXiv   pre-print
of the apps is available, whether it focusses on the source code or on the executable binaries of the apps, the sources used for building the dataset, etc.  ...  As a natural evolution, the development of Android applications has surged and has become a major field of study, with research efforts ranging from energy efficiency, to code smells, performance, maintainability  ...  [28] published AndroVault , a knowledge graph of information on over five million Android apps.  ... 
arXiv:1809.10069v1 fatcat:c6k4vazbofczppxxnpxdmdobuy