UCLappA

@article{dheur12,
  author = {d'Heureuse, Nico and Huici, Felipe and Arumaithurai, Mayutan and Ahmed, Mohamed and Papagiannaki, Konstantina and Niccolini, Saverio},
  title = {What's app?: a wide-scale measurement study of smart phone markets},
  journal = {ACM SIGMOBILE Mobile Computing and Communications Review},
  publisher = {ACM},
  year = {2012},
  volume = {16},
  number = {2},
  pages = {16--27}
}

@inproceedings{abdullah14,
  author = {Abdullah, Nur Atiqah Sia and Rusli, Nur Ida Aniza and Ibrahim, Mohd Faisal},
  title = {Mobile game size estimation: COSMIC FSM rules, UML mapping model and Unity3D game engine},
  booktitle = {IEEE Conference on Open Systems (ICOS)},
  year = {2014},
  pages = {42--47}
}

@inproceedings{spp,
  author = {Agarwal, Nishant and Karimpour, Reza and Ruhe, Guenther},
  title = {Theme-based product release planning: An analytical approach},
  booktitle = {System Sciences (HICSS), 2014 47th Hawaii International Conference on},
  year = {2014},
  pages = {4739--4748}
}

@other{uram12_3,
  author = {van Agten, Tiuri},
  title = {Google Android Market Tops 400,000 Applications | Blog | Distimo},
  year = {2012},
  url = {http://www.distimo.com/blog/2012_01_google-android-market-tops-400000-applications/}
}

@misc{googleBouncer,
  author = {Chloe Albanesius},
  title = {Mobile App Reviews: Google 'Bouncer' Now Scanning Android Market for Malware},
  year = {2012},
  url = {http://uk.pcmag.com/apps/66697/news/google-bouncer-now-scanning-android-market-for-mal}
}

@inproceedings{alharbi15,
  author = {Alharbi, Khalid and Yeh, Tom},
  title = {Collect, Decompile, Extract, Stats, and Diff: Mining Design Pattern Changes in Android Apps},
  booktitle = {Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services},
  publisher = {ACM},
  year = {2015},
  pages = {515--524}
}

@inproceedings{keynote15,
  author = {Al-Subaihin, Afnan and Finkelstein, Anthony and Harman, Mark and Jia, Yue and Martin, William and Sarro, Federica and Zhang, Yuanyuan},
  title = {App Store Mining and Analysis},
  booktitle = {Proceedings of the 3rd International Workshop on Software Development Lifecycle for Mobile},
  publisher = {ACM},
  year = {2015},
  pages = {1--2}
}

@inproceedings{alsubaihin16esem,
  author = {Al-Subaihin, Afnan and Sarro, Federica and Black, Sue and Capra, Licia and Harman, Mark and Jia, Yue and Zhang, Yuanyuan},
  title = {Clustering Mobile Apps Based on Mined Textual Features},
  booktitle = {Proceedings of the 10th International Symposium on Empirical Software Engineering and Measurement},
  publisher = {ACM},
  year = {2016}
}

@other{mturk,
  author = {Amazon.com, Inc.},
  title = {Amazon Mechanical Turk},
  year = {2013},
  url = {https://www.mturk.com/mturk/welcome}
}

@other{amazon,
  author = {Amazon.com, Inc.},
  title = {Amazon.com: Online Shopping for Electronics, Apparel, Computers, Books, DVDs & more},
  year = {2014},
  url = {http://www.amazon.com/}
}

@other{mallet,
  author = {Andrew and Kachites and McCallum},
  title = {MALLET: A Machine Learning for Language Toolkit},
  year = {2002},
  url = {http://mallet.cs.umass.edu}
}

@other{androGuard,
  author = {androguard},
  title = {androguard},
  year = {2015},
  url = {https://github.com/androguard/androguard}
}

@inproceedings{arp14,
  author = {Arp, Daniel and Spreitzenbarth, Michael and Hübner, Malte and Gascon, Hugo and Rieck, Konrad and Siemens, CERT},
  title = {Drebin: Effective and explainable detection of Android malware in your pocket},
  booktitle = {Proceedings of the Annual Symposium on Network and Distributed System Security (NDSS)},
  year = {2014}
}

@inproceedings{flowdroid14,
  author = {Arzt, Steven and Rasthofer, Siegfried and Fritz, Christian and Bodden, Eric and Bartel, Alexandre and Klein, Jacques and Le Traon, Yves and Octeau, Damien and McDaniel, Patrick},
  title = {FlowDroid: Precise Context, Flow, Field, Object-sensitive and Lifecycle-aware Taint Analysis for Android Apps},
  booktitle = {Proceedings of the 35th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI '14)},
  publisher = {ACM},
  year = {2014},
  pages = {259--269}
}

@article{askalidis15,
  author = {Georgios Askalidis},
  title = {The Impact of Large Scale Promotions on the Sales and Ratings of Mobile Apps: Evidence from Apple's App Store},
  journal = {CoRR},
  year = {2015},
  volume = {abs/1506.06857}
}

@inproceedings{stowaway,
  author = {Au, Kathy Wain Yee and Zhou, Yi Fan and Huang, Zhen and Lie, David},
  title = {Pscout: analyzing the Android permission specification},
  booktitle = {Proceedings of the 2012 ACM conference on Computer and communications security},
  year = {2012},
  pages = {217--228}
}

@inproceedings{avdiienko15a,
  author = {Avdiienko, Vitalii},
  title = {Mining patterns of sensitive data usage},
  booktitle = {Proceedings of the 37th International Conference on Software Engineering-Volume 2},
  year = {2015},
  pages = {891--894}
}

@inproceedings{mudflow15,
  author = {Avdiienko, Vitalii and Kuznetsov, Konstantin and Gorla, Alessandra and Zeller, Andreas and Arzt, Steven and Rasthofer, Siegfried and Bodden, Eric},
  title = {Mining Apps for Abnormal Usage of Sensitive Data},
  booktitle = {Proceedings of the 37th International Conference on Software Engineering - Volume 1},
  year = {2015},
  pages = {426--436}
}

@inproceedings{bakar13a,
  author = {Awang Abu Bakar, Normi Sham and Mahmud, Iqram},
  title = {Empirical Analysis of Android Apps Permissions},
  booktitle = {Advanced Computer Science Applications and Technologies (ACSAT), 2013 International Conference on},
  year = {2013},
  pages = {406--411}
}

@mastersthesis{azad15,
  author = {Azad, Shams Abubakar},
  title = {Empirical Studies of Android API Usage: Suggesting Related API Calls and Detecting License Violations},
  school = {Concordia University},
  year = {2015}
}

@inproceedings{bohmer11,
  author = {Böhmer, Matthias and Hecht, Brent and Schöning, Johannes and Krüger, Antonio and Bauer, Gernot},
  title = {Falling Asleep with Angry Birds, Facebook and Kindle: A Large Scale Study on Mobile Application Usage},
  booktitle = {Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services},
  publisher = {ACM},
  year = {2011},
  pages = {47--56}
}

@article{bakar13,
  author = {Awang Abu Bakar and Mahmud, Normi Sham and Mahmud, Iqram},
  title = {OSSGrab: Software Repositories and App Store Mining Tool},
  journal = {Lecture Notes on Software Engineering},
  publisher = {IACSIT PRESS},
  year = {2013},
  volume = {1},
  number = {3},
  pages = {219--223}
}

@inproceedings{barrera10,
  author = {Barrera, David and Kayacik, H. Güneş and van Oorschot, Paul C. and Somayaji, Anil},
  title = {A Methodology for Empirical Analysis of Permission-based Security Models and Its Application to Android},
  booktitle = {Proceedings of the 17th ACM Conference on Computer and Communications Security},
  publisher = {ACM},
  year = {2010},
  pages = {73--84}
}

@article{bartel14,
  author = {Bartel, Alexandre and Klein, John and Monperrus, Martin and Le Traon, Yves},
  title = {Static analysis for extracting permission checks of a large scale framework: The challenges and solutions for analyzing Android},
  journal = {Software Engineering, IEEE Transactions on},
  publisher = {IEEE},
  year = {2014},
  volume = {40},
  number = {6},
  pages = {617--632}
}

@inproceedings{bastani15,
  author = {Bastani, Osbert and Anand, Saswat and Aiken, Alex},
  title = {Interactively Verifying Absence of Explicit Information Flows in Android Apps},
  booktitle = {Proceedings of the 2015 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications},
  publisher = {ACM},
  year = {2015},
  pages = {299--315}
}

@inproceedings{batyuk11,
  author = {Batyuk, Leonid and Herpich, Markus and Camtepe, Seyit Ahmet and Raddatz, Karsten and Schmidt, Aubrey-Derrick and Albayrak, Sahin},
  title = {Using Static Analysis for Automatic Assessment and Mitigation of Unwanted and Malicious Activities Within Android Applications},
  booktitle = {Proceedings of the 2011 6th International Conference on Malicious and Unwanted Software},
  publisher = {IEEE Computer Society},
  year = {2011},
  pages = {66--72}
}

@article{bavota15,
  author = {Bavota, Gabriele and Linares-Vasquez, Mario and Bernal-Cardenas, Carlos Eduardo and Penta, Massimiliano Di and Oliveto, Rocco and Poshyvanyk, Denys},
  title = {The Impact of API Change-and Fault-Proneness on the User Ratings of Android Apps},
  journal = {IEEE Transactions on Software Engineering},
  year = {2015},
  volume = {41},
  number = {4},
  pages = {384--407}
}

@article{hochberg,
  author = {Yoav Bejamini and Yosef Hochberg},
  title = {Controlling the false discovery rate: A practical and powerful approach to multiple testing},
  journal = {Journal of the Royal statistical Society (Series B)},
  year = {1995},
  volume = {57},
  number = {1},
  pages = {289--300}
}

@article{bellman11,
  author = {Bellman,Steven and Potter, Robert F. and Treleaven-Hassard,Shiree and Robinson,Jennifer A. and Varan,Duane},
  title = {The effectiveness of branded mobile phone apps},
  journal = {Journal of interactive marketing : a quarterly publication from the Direct Marketing Educational Foundation},
  publisher = {Marketing EDGE},
  year = {2011},
  volume = {25},
  number = {4, (11)},
  pages = {191--200}
}

@article{lulu15,
  author = {Ben Lulu, David Lavid and Kuflik, Tsvi},
  title = {Wise Mobile Icons Organization: Apps Taxonomy Classification using Functionality Mining to Ease Apps Finding},
  journal = {Mobile Information Systems},
  year = {2015},
  note = {Article ID: 3083450}
}

@inproceedings{lulu13,
  author = {Ben Lulu, David Lavid and Kuflik, Tsvi},
  title = {Functionality-based Clustering Using Short Textual Description: Helping Users to Find Apps Installed on Their Mobile Device},
  booktitle = {Proceedings of the 2013 International Conference on Intelligent User Interfaces},
  publisher = {ACM},
  year = {2013},
  pages = {297--306}
}

@inproceedings{berardi15,
  author = {Berardi, Giacomo and Esuli, Andrea and Fagni, Tiziano and Sebastiani, Fabrizio},
  title = {Multi-store Metadata-based Supervised Mobile App Classification},
  booktitle = {Proceedings of the 30th Annual ACM Symposium on Applied Computing},
  publisher = {ACM},
  year = {2015},
  pages = {585--588}
}

@inproceedings{broa13,
  author = {Bhattacharya, Pamela and Ulanova, Liudmila and Neamtiu, Iulian and Koduru, Sai Charan},
  title = {An Empirical Analysis of Bug Reports and Bug Fixing in Open Source Android Apps},
  booktitle = {Proceedings of the 2013 17th European Conference on Software Maintenance and Reengineering},
  publisher = {IEEE Computer Society},
  year = {2013},
  pages = {133--143}
}

@inproceedings{bhoraskar14,
  author = {Bhoraskar, Ravi and Han, Seungyeop and Jeon, Jinseong and Azim, Tanzirul and Chen, Shuo and Jung, Jaeyeon and Nath, Suman and Wang, Rui and Wetherall, David},
  title = {Brahmastra: Driving Apps to Test the Security of Third-party Components},
  booktitle = {Proceedings of the 23rd USENIX Conference on Security Symposium},
  publisher = {USENIX Association},
  year = {2014},
  pages = {1021--1036}
}

@inproceedings{blasing10,
  author = {Thomas Bläsing and
 Leonid Batyuk and
 Aubrey-Derrick Schmidt and
 Seyit Ahmet Çamtepe and
 Sahin Albayrak},
  title = {An Android Application Sandbox system for suspicious software detection},
  booktitle = {Proceedings of the 5th International Conference on Malicious and Unwanted Software, MALWARE'10},
  year = {2010},
  pages = {55--62}
}

@article{lda,
  author = {David M. Blei and Andrew Ng and Michael Jordan},
  title = {Latent Dirichlet allocation},
  journal = {JMLR},
  year = {2003},
  volume = {3},
  pages = {993-1022}
}

@article{book13,
  author = {Theodore Book and
 Adam Pridgen and
 Dan S. Wallach},
  title = {Longitudinal Analysis of Android Ad Library Permissions},
  journal = {CoRR},
  year = {2013},
  volume = {abs/1303.0857}
}

@article{borges15,
  author = {Borges, Hudson S and Valente, Marco Tulio},
  title = {Mining usage patterns for the Android API},
  journal = {PeerJ Computer Science},
  year = {2015},
  number = {1:e12}
}

@article{edma11_3,
  author = {Butler, Margaret},
  title = {Android: Changing the Mobile Landscape},
  journal = {IEEE Pervasive Computing},
  publisher = {IEEE Educational Activities Department},
  year = {2011},
  volume = {10},
  number = {1},
  pages = {4--7}
}

@other{androidBillion,
  author = {John Callaham},
  title = {Google says there are now 1.4 billion active Android devices worldwide},
  year = {2015},
  note = {Accessed 22nd July 2016},
  url = {http://www.androidcentral.com/google-says-there-are-now-14-billion-active-android-devices-worldwide}
}

@inproceedings{carbunar15,
  author = {Carbunar, Bogdan and Potharaju, Rahul},
  title = {A Longitudinal Study of the Google App Market},
  booktitle = {Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015},
  publisher = {ACM},
  year = {2015},
  pages = {242--249}
}

@article{cen15a,
  author = {Lei Cen and
 Christopher S. Gates and
 Luo Si and
 Ninghui Li},
  title = {A Probabilistic Discriminative Model for Android Malware Detection with Decompiled Source Code},
  journal = {IEEE Trans. Dependable Sec. Comput.},
  year = {2015},
  volume = {12},
  number = {4},
  pages = {400--412}
}

@inproceedings{cen15,
  author = {Lei Cen and Deguang Kong and Hongxia Jin and Luo Si},
  title = {Mobile App Security Risk Assessment: A Crowdsourcing Ranking Approach from User Comments},
  booktitle = {Proceedings of the 2015 SIAM International Conference on Data Mining},
  year = {2015},
  pages = {658-666}
}

@inproceedings{cen14,
  author = {Lei Cen and
 Luo Si and
 Ninghui Li and
 Hongxia Jin},
  title = {User Comment Analysis for Android apps and CSPI Detection with Comment Expansion},
  booktitle = {Proceeding of the 1st International Workshop on Privacy-Preserving IR (PIR)},
  year = {2014},
  pages = {25--30}
}

@inproceedings{chakradeo13,
  author = {Chakradeo, Saurabh and Reaves, Bradley and Traynor, Patrick and Enck, William},
  title = {MAST: Triage for Market-scale Mobile Malware Analysis},
  booktitle = {Proceedings of the Sixth ACM Conference on Security and Privacy in Wireless and Mobile Networks},
  publisher = {ACM},
  year = {2013},
  pages = {13--24}
}

@inproceedings{chandy12,
  author = {Chandy, Rishi and Gu, Haijie},
  title = {Identifying Spam in the iOS App Store},
  booktitle = {Proceedings of the 2Nd Joint WICOW/AIRWeb Workshop on Web Quality},
  publisher = {ACM},
  year = {2012},
  pages = {56--59}
}

@inproceedings{chen15,
  author = {Chen, Kai and Wang, Peng and Lee, Yeonjoon and Wang, XiaoFeng and Zhang, Nan and Huang, Heqing and Zou, Wei and Liu, Peng},
  title = {Finding Unknown Malice in 10 Seconds: Mass Vetting for New Threats at the Google-Play Scale},
  booktitle = {Proceedings of the 24th USENIX Conference on Security Symposium},
  publisher = {USENIX Association},
  year = {2015},
  pages = {659--674}
}

@inproceedings{chen11,
  author = {Chen, Miao and Liu, Xiaozong},
  title = {Predicting Popularity of Online Distributed Applications: iTunes App Store Case Analysis},
  booktitle = {Proceedings of the 2011 iConference},
  publisher = {ACM},
  year = {2011},
  pages = {661--663}
}

@inproceedings{arm14,
  author = {Chen, Ning and Lin, Jialiu and Hoi, Steven C. H. and Xiao, Xiaokui and Zhang, Boshen},
  title = {AR-miner: Mining Informative Reviews for Developers from Mobile App Marketplace},
  booktitle = {Proceedings of the 36th International Conference on Software Engineering},
  publisher = {ACM},
  year = {2014},
  pages = {767--778}
}

@inproceedings{chen13,
  author = {Chen, Ying and Xu, Heng and Zhou, Yilu and Zhu, Sencun},
  title = {Is This App Safe for Children?: A Comparison Study of Maturity Ratings on Android and iOS Applications},
  booktitle = {Proceedings of the 22Nd International Conference on World Wide Web},
  publisher = {International World Wide Web Conferences Steering Committee},
  year = {2013},
  pages = {201--212}
}

@article{sofi14_11,
  author = {Chevalier, Judith A. and Mayzlin, Dina},
  title = {The effect of word of mouth on sales: Online book reviews},
  journal = {Journal of Marketing Research},
  year = {2006},
  volume = {43},
  number = {3},
  pages = {345--354}
}

@inproceedings{chia12,
  author = {Chia, Pern Hui and Yamamoto, Yusuke and Asokan, N.},
  title = {Is This App Safe?: A Large Scale Study on Application Permissions and Risk Signals},
  booktitle = {Proceedings of the 21st International Conference on World Wide Web},
  publisher = {ACM},
  year = {2012},
  pages = {311--320}
}

@incollection{cocco14,
  author = {Cocco, Luisanna and Mannaro, Katiuscia and Concas, Giulio and Marchesi, Michele},
  title = {Simulation of the Best Ranking Algorithms for an App Store},
  booktitle = {Mobile Web Information Systems},
  publisher = {Springer International Publishing},
  year = {2014},
  volume = {8640},
  pages = {233-247}
}

@other{forbes13,
  author = {Columbus, Louis},
  title = {Roundup Of Mobile Apps & App Store Forecasts, 2013},
  year = {2013},
  url = {http://www.forbes.com/sites/louiscolumbus/2013/06/09/roundup-of-mobile-apps-app-store-forecasts-2013/}
}

@article{comino15,
  author = {Comino, Stefano and Manenti, Fabio M and Mariuzzo, Franco},
  title = {Updates Management in Mobile Applications. iTunes vs Google Play},
  journal = {Centre for Competition Policy (CCP), University of East Anglia},
  year = {2015}
}

@other{coppa,
  author = {Federal Trade Commission},
  title = {Complying with COPPA: Frequently Asked Questions},
  year = {2015},
  url = {https://www.ftc.gov/tips-advice/business-center/guidance/complying-coppa-frequently-asked-questions}
}

@inproceedings{corral15,
  author = {Corral, Luis and Fronza, Ilenia},
  title = {Better Code for Better Apps: A Study on Source Code Quality and Market Success of Android Applications},
  booktitle = {Proceedings of the Second ACM International Conference on Mobile Software Engineering and Systems},
  publisher = {IEEE Press},
  year = {2015},
  pages = {22--32}
}

@other{cosmic,
  author = {COSMIC},
  title = {Common Software Measurement International Consortium},
  year = {2015},
  url = {http://cosmic-sizing.org/}
}

@article{coulton11,
  author = {Coulton, Paul and Bamford, Will},
  title = {Experimenting Through Mobile 'Apps' and 'App Stores'},
  journal = {Int. J. Mob. Hum. Comput. Interact.},
  publisher = {IGI Global},
  year = {2011},
  volume = {3},
  number = {4},
  pages = {55--70}
}

@other{sampleSize,
  author = {Creative Research Systems},
  title = {Sample Size Calculator},
  year = {2012},
  url = {http://www.surveysystem.com/sscalc.htm}
}

@incollection{crussell13,
  author = {Crussell, Jonathan and Gibler, Clint and Chen, Hao},
  title = {Andarwin: Scalable detection of semantically similar Android applications},
  booktitle = {Computer Security--ESORICS 2013},
  publisher = {Springer},
  year = {2013},
  pages = {182--199}
}

@incollection{crussell12,
  author = {Crussell, Jonathan and Gibler, Clint and Chen, Hao},
  title = {Attack of the clones: Detecting cloned applications on Android markets},
  booktitle = {Computer Security--ESORICS 2012},
  publisher = {Springer},
  year = {2012},
  pages = {37--54}
}

@inproceedings{crussell14,
  author = {Crussell, Jonathan and Stevens, Ryan and Chen, Hao},
  title = {MAdFraud: Investigating ad fraud in Android applications},
  booktitle = {Proceedings of the 12th annual international conference on Mobile systems, applications, and services},
  year = {2014},
  pages = {123--134}
}

@inproceedings{dAvanzo15,
  author = {D'Avanzo, Loris and Ferrucci, Filomena and Gravino, Carmine and Salza, Pasquale},
  title = {COSMIC Functional Measurement of Mobile Applications and Code Size Estimation},
  booktitle = {Proceedings of the 30th Annual ACM Symposium on Applied Computing},
  publisher = {ACM},
  year = {2015},
  pages = {1631--1636}
}

@other{androlyzer,
  author = {DAI-Labor},
  title = {Androlyzer},
  year = {2015},
  url = {https://androlyzer.com/}
}

@inproceedings{datta13,
  author = {Datta, Diya and Kajanan, Sangaralingam},
  title = {Do App Launch Times Impact their Subsequent Commercial Success? An Analytical Approach},
  booktitle = {Cloud Computing and Big Data (CloudCom-Asia), 2013 International Conference on},
  year = {2013},
  pages = {205--210}
}

@other{broa13_6,
  author = {Horace Dediu},
  title = {When will Android reach one billion users?},
  year = {2012},
  note = {Accessed 28th April 2014},
  url = {http://www.asymco.com/2012/02/29/when-will-android-reach-one-billion-users/}
}

@inproceedings{deng15,
  author = {Deng, Zhui and Saltaformaggio, Brendan and Zhang, Xiangyu and Xu, Dongyan},
  title = {iRiS: Vetting Private API Abuse in iOS Applications},
  booktitle = {Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security},
  year = {2015},
  pages = {44--56}
}

@inproceedings{dering14,
  author = {Dering, Matthew L. and McDaniel, Patrick},
  title = {Android Market Reconstruction and Analysis},
  booktitle = {Proceedings of the 2014 IEEE Military Communications Conference},
  publisher = {IEEE Computer Society},
  year = {2014},
  pages = {300--305}
}

@inproceedings{taintdroid10,
  author = {Enck, William and Gilbert, Peter and Chun, Byung-Gon and Cox, Landon P. and Jung, Jaeyeon and McDaniel, Patrick and Sheth, Anmol N.},
  title = {TaintDroid: An Information-flow Tracking System for Realtime Privacy Monitoring on Smartphones},
  booktitle = {Proceedings of the 9th USENIX Conference on Operating Systems Design and Implementation},
  publisher = {USENIX Association},
  year = {2010},
  pages = {1--6}
}

@inproceedings{enck09,
  author = {Enck, William and Ongtang, Machigar and McDaniel, Patrick},
  title = {On Lightweight Mobile Phone Application Certification},
  booktitle = {Proceedings of the 16th ACM Conference on Computer and Communications Security},
  publisher = {ACM},
  year = {2009},
  pages = {235--245}
}

@article{eric14,
  author = {Erić, Dejan and Bačik, Radovan and Fedorko, Igor},
  title = {RATING DECISION ANALYSIS BASED ON iOS App Store DATA},
  journal = {Quality Innovation Prosperity},
  year = {2014},
  volume = {18},
  number = {2},
  pages = {27--37}
}

@article{ferreira12,
  author = {Ferreira, Denzil and Kostakos, Vassilis and Dey, Anind K.},
  title = {Lessons Learned from Large-Scale User Studies: Using Android Market As a Source of Data},
  journal = {Int. J. Mob. Hum. Comput. Interact.},
  publisher = {IGI Global},
  year = {2012},
  volume = {4},
  number = {3},
  pages = {28--43}
}

@inproceedings{ferrucci15,
  author = {Ferrucci, Filomena and Gravino, Carmine and Salza, Pasquale and Sarro, Federica},
  title = {Investigating Functional and Code Size Measures for Mobile Applications},
  booktitle = {41st Euromicro Conference series on Software Engineering and Advanced Applications},
  year = {2015},
  pages = {365--368}
}

@inproceedings{ferrucci15a,
  author = {Ferrucci, Filomena and Gravino, Carmine and Salza, Pasquale and Sarro, Federica},
  title = {Investigating Functional and Code Size Measures for Mobile Applications: A Replicated Study},
  booktitle = {16th International Conference on Product-Focused Software Process Improvement},
  year = {2015}
}

@techreport{finkelstein14,
  author = {Finkelstein, Anthony and Harman, Mark and Jia, Yue and Martin, William and Sarro, Federica and Zhang, Yuanyuan},
  title = {App Store Analysis: Mining App Stores for Relationships between Customer, Business and Technical Characteristics},
  publisher = {RN-UCL},
  year = {2014},
  url = {http://www.cs.ucl.ac.uk/fileadmin/UCL-CS/research/RN_14_10.pdf}
}

@inproceedings{francese15,
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@inproceedings{puma14,
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  year = {2014},
  pages = {11--16}
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@inproceedings{li14,
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  author = {Rountev, Atanas and Yan, Dacong},
  title = {Static Reference Analysis for GUI Objects in Android Software},
  booktitle = {Proceedings of Annual IEEE/ACM International Symposium on Code Generation and Optimization},
  publisher = {ACM},
  year = {2014},
  pages = {143:143--143:153}
}

@inproceedings{roy15,
  author = {Roy, Sankardas and DeLoach, Jordan and Li, Yuping and Herndon, Nic and Caragea, Doina and Ou, Xinming and Ranganath, Venkatesh Prasad and Li, Hongmin and Guevara, Nicolais},
  title = {Experimental Study with Real-world Data for Android App Security Analysis Using Machine Learning},
  booktitle = {Proceedings of the 31st Annual Computer Security Applications Conference},
  publisher = {ACM},
  year = {2015},
  pages = {81--90}
}

@article{mojica14,
  author = {Ruiz, Israel J. Mojica and Adams, Bram and Nagappan, Meiyappan and Dienst, Steffen and Berger, Thorsten and Hassan, Ahmed E.},
  title = {A Large Scale Empirical Study on Software Reuse in Mobile Apps},
  journal = {IEEE Software},
  year = {2014},
  volume = {31},
  number = {2},
  pages = {78-86}
}

@article{rala14,
  author = {Ruiz, Israel J. Mojica and Nagappan, Meiyappan and Adams, Bram and Berger, Thorsten and Dienst, Steffen and Hassan, Ahmed E.},
  title = {Impact of Ad Libraries on Ratings of Android Mobile Apps},
  journal = {IEEE Software},
  year = {2014},
  volume = {31},
  number = {6},
  pages = {86-92}
}

@inproceedings{uram12,
  author = {Israel J. Mojica Ruiz and
 Meiyappan Nagappan and
 Bram Adams and
 Ahmed E. Hassan},
  title = {Understanding reuse in the Android Market},
  booktitle = {ICPC},
  year = {2012},
  pages = {113-122}
}

@inproceedings{shirazi13,
  author = {Sahami Shirazi, Alireza and Henze, Niels and Schmidt, Albrecht and Goldberg, Robin and Schmidt, Benjamin and Schmauder, Hansjörg},
  title = {Insights into Layout Patterns of Mobile User Interfaces by an Automatic Analysis of Android Apps},
  booktitle = {Proceedings of the 5th ACM SIGCHI Symposium on Engineering Interactive Computing Systems},
  publisher = {ACM},
  year = {2013},
  pages = {275--284}
}

@inproceedings{sanz12,
  author = {Borja Sanz and Igor Santos and Carlos Laorden and Xabier Ugarte-Pedrero and Pablo Garcia Bringas},
  title = {On the automatic categorisation of Android applications},
  booktitle = {CCNC'12},
  year = {2012},
  pages = {149-153}
}

@article{sanz13,
  author = {Sanz, Borja and Santos, Igor and Laorden, Carlos and Ugarte-Pedrero, Xabier and Nieves, Javier and Bringas, Pablo G. and Álvarez , Gonzalo},
  title = {MAMA: Manifest Analysis for Malware Detection in Android},
  journal = {Cybernetics and Systems - Intelligent Network Security and Survivability},
  year = {2013},
  volume = {44},
  number = {6-7},
  pages = {469--488}
}

@incollection{sanz13b,
  author = {Sanz, Borja and Santos, Igor and Nieves, Javier and Laorden, Carlos and Alonso-Gonzalez, Inigo and Bringas, Pablo G},
  title = {Mads: malicious Android applications detection through string analysis},
  booktitle = {Network and System Security},
  publisher = {Springer},
  year = {2013},
  pages = {178--191}
}

@inproceedings{sanz13a,
  author = {Borja Sanz and
 Igor Santos and
 Xabier Ugarte-Pedrero and
 Carlos Laorden and
 Javier Nieves and
 Pablo Garcia Bringas},
  title = {Instance-based Anomaly Method for Android Malware Detection},
  booktitle = {Proceedings of the 10th International Conference
 on Security and Cryptography},
  year = {2013},
  pages = {387--394}
}

@misc{appaRepo,
  author = {Federica Sarro},
  title = {The UCLAppA Repository: A repository of research articles on Mobile Software Engineering and App Store Analysis},
  publisher = {CREST Centre, UCL},
  url = {http://www0.cs.ucl.ac.uk/staff/F.Sarro/projects/UCLappA/UCLappArepository.html}
}

@inproceedings{sarro15,
  author = {Federica Sarro and Afnan A. Al-Subaihin and Mark Harman and Yue Jia and William Martin and Yuanyuan Zhang},
  title = {Feature Lifecycles as They Spread, Migrate, Remain and Die in App Stores},
  booktitle = {Proceedings of the Requirements Engineering Conference, 23rd IEEE International (RE'15)},
  publisher = {IEEE},
  year = {2015}
}

@inproceedings{schutte15,
  author = {Julian Schütte and
 Rafael Fedler and
 Dennis Titze},
  title = {ConDroid: Targeted Dynamic Analysis of Android Applications},
  booktitle = {29th IEEE International Conference on Advanced Information Networking and Applications},
  year = {2015},
  pages = {571--578}
}

@inproceedings{seneviratne15a,
  author = {Seneviratne, Suranga and Kolamunna, Harini and Seneviratne, Aruna},
  title = {A Measurement Study of Tracking in Paid Mobile Applications},
  booktitle = {Proceedings of the 8th ACM Conference on Security & Privacy in Wireless and Mobile Networks},
  publisher = {ACM},
  year = {2015},
  pages = {7:1--7:6}
}

@inproceedings{seneviratne15,
  author = {Seneviratne, Suranga and Seneviratne, Aruna and Kaafar, Mohamed Ali and Mahanti, Anirban and Mohapatra, Prasant},
  title = {Early Detection of Spam Mobile Apps},
  booktitle = {Proceedings of the 24th International Conference on World Wide Web},
  publisher = {International World Wide Web Conferences Steering Committee},
  year = {2015},
  pages = {949--959}
}

@inproceedings{sethum11,
  author = {Sethumadhavan, G},
  title = {Sizing Android mobile applications},
  booktitle = {6th IFPUG International Software Measurement and Analysis Conference (ISMA)},
  year = {2011}
}

@inproceedings{shabtai10,
  author = {Shabtai, Asaf and Fledel, Yuval and Elovici, Yuval},
  title = {Automated Static Code Analysis for Classifying Android Applications Using Machine Learning},
  booktitle = {Proceedings of the 2010 International Conference on Computational Intelligence and Security},
  publisher = {IEEE Computer Society},
  year = {2010},
  pages = {329--333}
}

@article{edma11_1,
  author = {Sharma, Chetan},
  title = {Sizing up the global mobile apps market},
  journal = {Report, Chetan Sharma Consulting, Issaquah, WA},
  year = {2010}
}

@inproceedings{shek12,
  author = {Shekhar, Shashi and Dietz, Michael and Wallach, Dan S.},
  title = {AdSplit: Separating Smartphone Advertising from Applications},
  booktitle = {Proceedings of the 21st USENIX Conference on Security Symposium},
  publisher = {USENIX Association},
  year = {2012},
  pages = {28--28}
}

@inproceedings{shi12,
  author = {Shi, Kent and Ali, Kamal},
  title = {Getjar mobile application recommendations with very sparse datasets},
  booktitle = {Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining},
  year = {2012},
  pages = {204--212}
}

@article{ilearn2,
  author = {Carly Shuler},
  title = {iLearnII;An Analysis of the Education Category of the iTunes App Store},
  journal = {The Joan Ganz Cooney Center at Sesame Workshop},
  year = {2012}
}

@other{datasetSize,
  author = {Statista},
  title = {Statista - The Statistics Portal for Market Data, Market Research and Market Studies},
  year = {2014},
  url = {http://www.statista.com/}
}

@inproceedings{stevens13,
  author = {Stevens, Ryan and Ganz, Jonathan and Filkov, Vladimir and Devanbu, Premkumar and Chen, Hao},
  title = {Asking for (and about) permissions used by Android apps},
  booktitle = {Proceedings of the 10th Working Conference on Mining Software Repositories (MSR '13)},
  year = {2013},
  pages = {31--40}
}

@incollection{sun15,
  author = {Sun, Dong and Peng, Rong},
  title = {A Scenario Model Aggregation Approach for Mobile App Requirements Evolution Based on User Comments},
  booktitle = {Requirements Engineering in the Big Data Era},
  publisher = {Springer Berlin Heidelberg},
  year = {2015},
  volume = {558},
  pages = {75-91}
}

@phdthesis{svedic15,
  author = {Svedic, Zorana},
  title = {The Effect of Informational Signals on Mobile Apps Sales Ranks Across the Globe},
  school = {SIMON FRASER UNIVERSITY},
  year = {2015}
}

@inproceedings{edma11,
  author = {Syer, Mark D. and Adams, Bram and Zou, Ying and Hassan, Ahmed E.},
  title = {Exploring the Development of Micro-apps: A Case Study on the BlackBerry and Android Platforms},
  booktitle = {Proceedings of the 2011 IEEE 11th International Working Conference on Source Code Analysis and Manipulation},
  publisher = {IEEE Computer Society},
  year = {2011},
  pages = {55--64}
}

@article{srmp14,
  author = {Mark. D. Syer and Meiyappan Nagappan and Bram Adams and Ahmed E. Hassan},
  title = {Studying the Relationship Between Source Code Quality and Mobile Platform Dependence},
  journal = {Software Quality Journal},
  publisher = {Kluwer Academic Publishers},
  year = {2015},
  volume = {23},
  number = {3},
  pages = {485--508}
}

@inproceedings{rpem13,
  author = {Syer, Mark D. and Nagappan, Meiyappan and Hassan, Ahmed E. and Adams, Bram},
  title = {Revisiting Prior Empirical Findings for Mobile Apps: An Empirical Case Study on the 15 Most Popular Open-source Android Apps},
  booktitle = {Proceedings of the 2013 Conference of the Center for Advanced Studies on Collaborative Research},
  publisher = {IBM Corp.},
  year = {2013},
  pages = {283--297}
}

@inproceedings{tan14,
  author = {Tan, Joshua and Nguyen, Khanh and Theodorides, Michael and Negrón-Arroyo, Heidi and Thompson, Christopher and Egelman, Serge and Wagner, David},
  title = {The effect of developer-specified explanations for permission requests on smartphone user behavior},
  booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems},
  year = {2014},
  pages = {91--100}
}

@article{teufl13,
  author = {Teufl, Peter and Ferk, Michaela and Fitzek, Andreas and Hein, Daniel and Kraxberger, Stefan and Orthacker, Clemens},
  title = {Malware detection by applying knowledge discovery processes to application metadata on the Android Market (Google Play)},
  journal = {Security and Communication Networks},
  year = {2013}
}

@incollection{teufl12,
  author = {Teufl, Peter and Kraxberger, Stefan and Orthacker, Clemens and Lackner, Günther and Gissing, Michael and Marsalek, Alexander and Leibetseder, Johannes and Prevenhueber, Oliver},
  title = {Android Market Analysis with Activation Patterns},
  booktitle = {Security and Privacy in Mobile Information and Communication Systems (MobiSec)},
  publisher = {Springer Berlin Heidelberg},
  year = {2012},
  volume = {94},
  pages = {1-12}
}

@inproceedings{tian15,
  author = {Tian, Yuan and Nagappan, Meiyappan and Lo, David and Hassan, Ahmed E},
  title = {What Are the Characteristics of High-Rated Apps? A Case Study on Free Android Applications},
  booktitle = {31st International Conference on Software Maintenance and Evolution},
  year = {2015},
  pages = {1--10}
}

@article{tong15,
  author = {Tong, Yong-Xin and She, Jieying and Chen, Lei},
  title = {Towards Better Understanding of App Functions},
  journal = {Journal of Computer Science and Technology},
  publisher = {Springer},
  year = {2015},
  volume = {30},
  number = {5},
  pages = {1130--1140}
}

@inproceedings{eitm14,
  author = {Vakulenko, Svitlana and Müller, Oliver and Brocke, Jan vom},
  title = {Enriching iTunes App Store Categories via Topic Modeling},
  booktitle = {International Conference on Information Systems (ICIS'14)},
  year = {2014}
}

@inproceedings{pam12,
  author = {Vasa, Rajesh and Hoon, Leonard and Mouzakis, Kon and Noguchi, Akihiro},
  title = {A Preliminary Analysis of Mobile App User Reviews},
  booktitle = {Proceedings of the 24th Australian Computer-Human Interaction Conference},
  publisher = {ACM},
  year = {2012},
  pages = {241--244}
}

@other{playdrone,
  author = {Nicolas Viennot},
  title = {GitHub - nviennot/playdrone: Google Play Crawler},
  year = {2014},
  url = {https://github.com/nviennot/playdrone}
}

@inproceedings{viennot14,
  author = {Viennot, Nicolas and Garcia, Edward and Nieh, Jason},
  title = {A measurement study of Google Play},
  booktitle = {The 2014 ACM international conference on Measurement and modeling of computer systems},
  year = {2014},
  pages = {221--233}
}

@article{vigneri15,
  author = {Luigi Vigneri and
 Jaideep Chandrashekar and
 Ioannis Pefkianakis and
 Olivier Heen},
  title = {Taming the Android AppStore: Lightweight Characterization of Android Applications},
  journal = {CoRR},
  year = {2015},
  volume = {abs/1504.06093}
}

@mastersthesis{perez15,
  author = {Villarroel Pérez, Lorenzo},
  title = {Mining mobile apps reviews to support release planning},
  school = {ETSIInformatica},
  year = {2015}
}

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@misc{vision15q1,
  author = {Vision Mobile},
  title = {Developer Economics Q1 2015: State of the Developer Nation},
  year = {2015},
  url = {http://www.visionmobile.com/product/developer-economics-q1-2015-state-developer-nation/}
}

@misc{apithreat13_27,
  author = {Vision Mobile},
  title = {Developer Economics 2013: The tools report},
  year = {2013},
  url = {http://www.visionmobile.com/product/developer-economics-2013-the-tools-report/}
}

@inproceedings{vu15,
  author = {Phong Minh Vu and
 Tam The Nguyen and
 Hung Viet Pham and
 Tung Thanh Nguyen},
  title = {Mining User Opinions in Mobile App Reviews: A Keyword-based Approach},
  booktitle = {Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering (ASE '15)},
  publisher = {IEEE},
  year = {2015},
  pages = {749--759}
}

@inproceedings{vu15a,
  author = {Phong Minh Vu and
 Hung Viet Pham and
 Tam The Nguyen and
 Tung Thanh Nguyen},
  title = {Tool Support for Analyzing Mobile App Reviews},
  booktitle = {Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering (ASE '15)},
  publisher = {IEEE},
  year = {2015},
  pages = {789--794}
}

@article{maalej16,
  author = {Walid Maalej, Maleknaz Nayebi, Timo Johann and Gunther Ruhe},
  title = {Toward Data-Driven Requirements Engineering},
  journal = {IEEE Software: Special Issue on the Future of Software Engineering},
  year = {2016}
}

@inproceedings{wan15,
  author = {Wan, Mian and Jin, Yuchen and Li, Ding and Halfond, William GJ},
  title = {Detecting Display Energy Hotspots in Android Apps},
  booktitle = {Software Testing, Verification and Validation (ICST), 2015 IEEE 8th International Conference on},
  year = {2015},
  pages = {1--10}
}

@inproceedings{wang15a,
  author = {Wang, Haoyu and Guo, Yao and Ma, Ziang and Chen, Xiangqun},
  title = {WuKong: A Scalable and Accurate Two-phase Approach to Android App Clone Detection},
  booktitle = {Proceedings of the 2015 International Symposium on Software Testing and Analysis},
  publisher = {ACM},
  year = {2015},
  pages = {71--82}
}

@inproceedings{wang15,
  author = {Wang, Haoyu and Hong, Jason and Guo, Yao},
  title = {Using Text Mining to Infer the Purpose of Permission Use in Mobile Apps},
  booktitle = {Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing},
  publisher = {ACM},
  year = {2015},
  pages = {1107--1118}
}

@article{wang14a,
  author = {Wei Wang and Xing Wang and Dawei Feng and Jiqiang Liu and Zhen Han and Xiangliang Zhang},
  title = {Exploring Permission-Induced Risk in Android Applications for Malicious Application Detection},
  journal = {IEEE Transactions on Information Forensics and Security},
  year = {2014},
  pages = {1869-1882}
}

@inproceedings{wang13,
  author = {Wang, Yang and Zheng, Jun and Sun, Chen and Mukkamala, Srinivas},
  title = {Quantitative Security Risk Assessment of Android Permissions and Applications},
  booktitle = {Proceedings of the 27th International Conference on Data and Applications Security and Privacy XXVII},
  publisher = {Springer-Verlag},
  year = {2013},
  pages = {226--241}
}

@inproceedings{wano14,
  author = {Wano, Megumi and Iio, Jun},
  title = {Relationship Between Reviews at App Store and the Categories for Software},
  booktitle = {Proceedings of the 2014 17th International Conference on Network-Based Information Systems},
  publisher = {IEEE Computer Society},
  year = {2014},
  pages = {580--583}
}

@inproceedings{watanabe15,
  author = {Watanabe, Takuya and Akiyama, Mitsuaki and Sakai, Tetsuya and Washizaki, Hironori and Mori, Tatsuya},
  title = {Understanding the Inconsistencies between Text Descriptions and the Use of Privacy-sensitive Resources of Mobile Apps},
  booktitle = {Eleventh Symposium On Usable Privacy and Security (SOUPS 2015)},
  year = {2015}
}

@inproceedings{wenxuan14,
  author = {Wenxuan, Shi and Airu, Yin},
  title = {Interoperability-Enriched App Recommendation},
  booktitle = {Data Mining Workshop (ICDMW), 2014 IEEE International Conference on},
  year = {2014},
  pages = {1242--1245}
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@article{wilcoxon,
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@inproceedings{snowballing,
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  year = {2014},
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@inproceedings{xie15,
  author = {Xie, Zhen and Zhu, Sencun},
  title = {AppWatcher: Unveiling the Underground Market of Trading Mobile App Reviews},
  booktitle = {Proceedings of the 8th ACM Conference on Security & Privacy in Wireless and Mobile Networks},
  publisher = {ACM},
  year = {2015},
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@inproceedings{html5_12,
  author = {Xinogalos, Stelios and Psannis, Kostas E. and Sifaleras, Angelo},
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  publisher = {ACM},
  year = {2012},
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@inproceedings{xu13,
  author = {Xu, Wei and Zhang, Fangfang and Zhu, Sencun},
  title = {Permlyzer: Analyzing permission usage in Android applications},
  booktitle = {24th IEEE International Symposium on Software Reliability Engineering},
  year = {2013},
  pages = {400--410}
}

@inproceedings{syang13,
  author = {Shengqian Yang and Dacong Yan and Atanas Rountev},
  title = {Testing for Poor Responsiveness in Android Applications},
  booktitle = {Workshop on Engineering Mobile-Enabled Systems (MOBS)},
  year = {2013},
  pages = {1-6}
}

@inproceedings{syang15,
  author = {Yang, Shengqian and Yan, Dacong and Wu, Haowei and Wang, Yan and Rountev, Atanas},
  title = {Static Control-Flow Analysis of User-Driven Callbacks in Android Applications},
  booktitle = {Proceedings of the 37th International Conference on Software Engineering - Volume 1},
  year = {2015},
  pages = {89--99}
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@inproceedings{wyang15,
  author = {Yang, Wei and Xiao, Xusheng and Andow, Benjamin and Li, Sihan and Xie, Tao and Enck, William},
  title = {AppContext: Differentiating Malicious and Benign Mobile App Behaviors Using Context},
  booktitle = {Proceedings of the 37th International Conference on Software Engineering - Volume 1},
  year = {2015},
  pages = {303--313}
}

@inproceedings{wyang14,
  author = {Yang, Wei and Xiao, Xusheng and Pandita, Rahul and Enck, William and Xie, Tao},
  title = {Improving Mobile Application Security via Bridging User Expectations and Application Behaviors},
  booktitle = {Proceedings of the 2014 Symposium and Bootcamp on the Science of Security},
  publisher = {ACM},
  year = {2014},
  pages = {32:1--32:2}
}

@techreport{appic14,
  author = {Yang,Yingyuan and Stella Sun,Jinyuan and Berry,Michael W.},
  title = {APPIC: Finding The Hidden Scene Behind Description Files for Android Apps},
  year = {2014}
}

@inproceedings{yin13,
  author = {Yin, Peifeng and Luo, Ping and Lee, Wang-Chien and Wang, Min},
  title = {App Recommendation: A Contest Between Satisfaction and Temptation},
  booktitle = {Proceedings of the Sixth ACM International Conference on Web Search and Data Mining},
  publisher = {ACM},
  year = {2013},
  pages = {395--404}
}

@inproceedings{zhang14,
  author = {Zhang, Fangfang and Huang, Heqing and Zhu, Sencun and Wu, Dinghao and Liu, Peng},
  title = {ViewDroid: Towards Obfuscation-resilient Mobile Application Repackaging Detection},
  booktitle = {Proceedings of the 7th ACM Conference on Security and Privacy in Wireless & Mobile Networks},
  year = {2014},
  pages = {25--36}
}

@inproceedings{zhang15,
  author = {Zhang, Mu and Duan, Yue and Feng, Qian and Yin, Heng},
  title = {Towards Automatic Generation of Security-Centric Descriptions for Android Apps},
  booktitle = {Proceedings of the 22Nd ACM SIGSAC Conference on Computer and Communications Security},
  publisher = {ACM},
  year = {2015},
  pages = {518--529}
}

@inproceedings{zhong13,
  author = {Zhong, Nan and Michahelles, Florian},
  title = {Google Play is Not a Long Tail Market: An Empirical Analysis of App Adoption on the Google Play App Market},
  booktitle = {Proceedings of the 28th Annual ACM Symposium on Applied Computing},
  publisher = {ACM},
  year = {2013},
  pages = {499--504}
}

@inproceedings{genome,
  author = {Zhou, Yajin and Jiang, Xuxian},
  title = {Dissecting Android malware: Characterization and evolution},
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  year = {2012},
  pages = {95--109}
}

@inproceedings{zhou15,
  author = {Zhou, Yajin and Wu, Lei and Wang, Zhi and Jiang, Xuxian},
  title = {Harvesting Developer Credentials in Android Apps},
  booktitle = {Proceedings of the 8th ACM Conference on Security & Privacy in Wireless and Mobile Networks},
  publisher = {ACM},
  year = {2015},
  pages = {23:1--23:12}
}

@inproceedings{zhu12a,
  author = {Zhu, Hengshu and Cao, Huanhuan and Chen, Enhong and Xiong, Hui and Tian, Jilei},
  title = {Exploiting enriched contextual information for mobile app classification},
  booktitle = {Proceedings of the 21st ACM international conference on Information and knowledge management},
  year = {2012},
  pages = {1617--1621}
}

@article{zhu14,
  author = {Zhu, Hengshu and Chen, Enhong and Xiong, Hui and Cao, Huanhuan and Tian, Jilei},
  title = {Mobile app classification with enriched contextual information},
  journal = {IEEE Transactions on Mobile Computing},
  publisher = {IEEE},
  year = {2014},
  volume = {13},
  number = {7},
  pages = {1550--1563}
}

@article{zhu15a,
  author = {Zhu, Hengshu and Chen, Enhong and Xiong, Hui and Yu, Kuifei and Cao, Huanhuan and Tian, Jilei},
  title = {Mining mobile user preferences for personalized context-aware recommendation},
  journal = {ACM Transactions on Intelligent Systems and Technology},
  publisher = {ACM},
  year = {2015},
  volume = {5},
  number = {4},
  pages = {58}
}

@article{zhu14b,
  author = {Zhu, Hengliang and Liu, Cong and Ge, Yan and Xiong, Hui and Chen, Eason},
  title = {Popularity Modeling for Mobile Apps: A Sequential Approach},
  journal = {IEEE Transactions on Cybernetics},
  publisher = {IEEE},
  year = {2014},
  volume = {45},
  number = {7},
  pages = {1303--1314}
}

@article{zhu15,
  author = {Zhu, Hengshu and Xiong, Hui and Ge, Yong and Chen, Enhong},
  title = {Discovery of Ranking Fraud for Mobile Apps},
  journal = {Knowledge and Data Engineering, IEEE Transactions on},
  publisher = {IEEE},
  year = {2015},
  volume = {27},
  number = {1},
  pages = {74--87}
}

@inproceedings{zhu14a,
  author = {Zhu, Hengshu and Xiong, Hui and Ge, Yong and Chen, Enhong},
  title = {Mobile App Recommendations with Security and Privacy Awareness},
  booktitle = {Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
  publisher = {ACM},
  year = {2014},
  pages = {951--960}
}

@inproceedings{zhu13,
  author = {Zhu, Hengshu and Xiong, Hui and Ge, Yong and Chen, Enhong},
  title = {Ranking Fraud Detection for Mobile Apps: A Holistic View},
  booktitle = {Proceedings of the 22Nd ACM International Conference on Conference on Information & Knowledge Management},
  publisher = {ACM},
  year = {2013},
  pages = {619--628}
}

@inproceedings{zhu12,
  author = {Zhu, Jiawei and Guan, Zhi and Yang, Yang and Yu, Liangwen and Sun, Huiping and Chen, Zhong},
  title = {Permission-based Abnormal Application Detection for Android},
  booktitle = {Proceedings of the 14th International Conference on Information and Communications Security},
  publisher = {Springer-Verlag},
  year = {2012},
  pages = {228--239}
}

@inproceedings{zib12,
  author = {Zibula, Alexander and Majchrzak, Tim A.},
  title = {Cross-Platform Development Using HTML5, jQuery Mobile, and PhoneGap: Realizing a Smart Meter Application.},
  booktitle = {WEBIST (Selected Papers)},
  publisher = {Springer},
  year = {2012},
  volume = {140},
  pages = {16-33}
}

@ieeetranbstctl{IEEEexample:BSTcontrol,
}