Abstract
This paper presents a retrospect of an Android app collection named AndroZoo and some research works conducted on top of the collection. AndroZoo is a growing collection of Android apps from various markets including the official Google Play. At the moment, over five million Android apps have been collected. Based on AndroZoo, we have explored several directions that mine Android apps for resolving various challenges. In this work, we summarize those resolved mining challenges in three research dimensions, including code analysis, app evolution analysis, malware analysis, and present in each dimension several case studies that experimentally demonstrate the usefulness of AndroZoo.
| Original language | English |
|---|---|
| Title of host publication | Proceedings - 2017 IEEE International Conference on Software Maintenance and Evolution, ICSME 2017 |
| Editors | Lu Zhang, Thomas Zimmermann |
| Place of Publication | Piscataway NJ USA |
| Publisher | IEEE, Institute of Electrical and Electronics Engineers |
| Pages | 675-680 |
| Number of pages | 6 |
| ISBN (Print) | 9781538609927 |
| DOIs | |
| Publication status | Published - 2 Nov 2017 |
| Externally published | Yes |
| Event | IEEE International Conference on Software Maintenance and Evolution 2017 - Shanghai, China Duration: 17 Sep 2017 → 24 Sep 2017 Conference number: 33rd https://icsme2017.github.io/ |
Conference
| Conference | IEEE International Conference on Software Maintenance and Evolution 2017 |
|---|---|
| Abbreviated title | ICSME 2017 |
| Country | China |
| City | Shanghai |
| Period | 17/09/17 → 24/09/17 |
| Internet address |
Cite this
}
Mining AndroZoo : a retrospect. / Li, Li.
Proceedings - 2017 IEEE International Conference on Software Maintenance and Evolution, ICSME 2017. ed. / Lu Zhang; Thomas Zimmermann. Piscataway NJ USA : IEEE, Institute of Electrical and Electronics Engineers, 2017. p. 675-680 8094480.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
TY - GEN
T1 - Mining AndroZoo
T2 - a retrospect
AU - Li, Li
PY - 2017/11/2
Y1 - 2017/11/2
N2 - This paper presents a retrospect of an Android app collection named AndroZoo and some research works conducted on top of the collection. AndroZoo is a growing collection of Android apps from various markets including the official Google Play. At the moment, over five million Android apps have been collected. Based on AndroZoo, we have explored several directions that mine Android apps for resolving various challenges. In this work, we summarize those resolved mining challenges in three research dimensions, including code analysis, app evolution analysis, malware analysis, and present in each dimension several case studies that experimentally demonstrate the usefulness of AndroZoo.
AB - This paper presents a retrospect of an Android app collection named AndroZoo and some research works conducted on top of the collection. AndroZoo is a growing collection of Android apps from various markets including the official Google Play. At the moment, over five million Android apps have been collected. Based on AndroZoo, we have explored several directions that mine Android apps for resolving various challenges. In this work, we summarize those resolved mining challenges in three research dimensions, including code analysis, app evolution analysis, malware analysis, and present in each dimension several case studies that experimentally demonstrate the usefulness of AndroZoo.
UR - http://www.scopus.com/inward/record.url?scp=85040608482&partnerID=8YFLogxK
U2 - 10.1109/ICSME.2017.49
DO - 10.1109/ICSME.2017.49
M3 - Conference Paper
AN - SCOPUS:85040608482
SN - 9781538609927
SP - 675
EP - 680
BT - Proceedings - 2017 IEEE International Conference on Software Maintenance and Evolution, ICSME 2017
A2 - Zhang, Lu
A2 - Zimmermann, Thomas
PB - IEEE, Institute of Electrical and Electronics Engineers
CY - Piscataway NJ USA
ER -