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The prevalence of smart mobile devices has promoted the popularity of mobile applications (a.k.a. apps). Supporting mobility has become a promising trend in software engineering research. This article presents an empirical study of…

Computers and Society · Computer Science 2017-03-23 Xuanzhe Liu , Huoran Li , Xuan Lu , Tao Xie , Qiaozhu Mei , Hong Mei , Feng Feng

The Android ecosystem faces a notable challenge known as fragmentation, which denotes the extensive diversity within the system. This issue is mainly related to differences in system versions, device hardware specifications, and…

Software Engineering · Computer Science 2024-06-17 Zikan Dong , Yanjie Zhao , Tianming Liu , Chao Wang , Guosheng Xu , Guoai Xu , Haoyu Wang

Given the importance of understanding the interaction between mobile devices and their users, app usage patterns have been studied in various contexts. However, prior work has not fully investigated longitudinal changes to app usage…

Human-Computer Interaction · Computer Science 2020-01-01 Dohyun Kim , Joshua Gluck , Malcolm Hall , Yuvraj Agarwal

China is one of the largest Android markets in the world. As Chinese users cannot access Google Play to buy and install Android apps, a number of independent app stores have emerged and compete in the Chinese app market. Some of the Chinese…

Networking and Internet Architecture · Computer Science 2018-10-19 Haoyu Wang , Zhe Liu , Jingyue Liang , Narseo Vallina-Rodriguez , Yao Guo , Li Li , Juan Tapiador , Jingcun Cao , Guoai Xu

Explosion of number of smartphone apps and their diversity has created a fertile ground to study behaviour of smartphone users. Patterns of app usage, specifically types of apps and their duration are influenced by the state of the user and…

Computers and Society · Computer Science 2018-03-13 Raihana Ferdous , Venet Osmani , Oscar Mayora

Application markets provide a communication channel between app developers and their end-users in form of app reviews, which allow users to provide feedback about the apps. Although security and privacy in mobile apps are one of the biggest…

Cryptography and Security · Computer Science 2020-10-14 Debjyoti Mukherjee , Alireza Ahmadi , Maryam Vahdat Pour , Joel Reardon

In this paper we present the first population-level, city-scale analysis of application usage on smartphones. Using deep packet inspection at the network operator level, we obtained a geo-tagged dataset with more than 6 million unique…

Computers and Society · Computer Science 2025-09-17 Donghan Yu , Yong Li , Fengli Xu , Pengyu Zhang , Vassilis Kostakos

Contemporary mobile applications (apps) are designed to track, use, and share users' data, often without their consent, which results in potential privacy and transparency issues. To investigate whether mobile apps have always been…

Cryptography and Security · Computer Science 2021-07-29 Saad Sajid Hashmi , Nazar Waheed , Gioacchino Tangari , Muhammad Ikram , Stephen Smith

With mobile shopping surging in popularity, people are spending ever more money on digital purchases through their mobile devices and phones. However, few large-scale studies of mobile shopping exist. In this paper we analyze a large data…

Social and Information Networks · Computer Science 2017-01-26 Farshad Kooti , Mihajlo Grbovic , Luca Maria Aiello , Eric Bax , Kristina Lerman

Mobile phones enable the collection of a wealth of private information, from unique identifiers (e.g., email addresses), to a user's location, to their text messages. This information can be harvested by apps and sent to third parties,…

Cryptography and Security · Computer Science 2021-02-26 Yun Shen , Pierre-Antoine Vervier , Gianluca Stringhini

In the age of ubiquitous technologies, security- and privacy-focused choices have turned out to be a significant concern for individuals and organizations. Risks of such pervasive technologies are extensive and often misaligned with user…

Cryptography and Security · Computer Science 2020-07-01 Behnood Momenzadeh , Shakthidhar Gopavaram , Sanchari Das , L Jean Camp

Prior studies on mobile app analysis often analyze apps across different categories or focus on a small set of apps within a category. These studies either provide general insights for an entire app store which consists of millions of apps,…

Software Engineering · Computer Science 2023-10-13 Bhagya Chembakottu , Heng Li , Foutse Khomh

There are around a hundred installed apps on an average smartphone. The high number of apps and the limited number of app icons that can be displayed on the device's screen requires a new paradigm to address their visibility to the user. In…

Machine Learning · Computer Science 2016-01-26 Joseph Keshet , Adam Kariv , Arnon Dagan , Dvir Volk , Joey Simhon

On mobile phones, users and developers use apps official marketplaces serving as repositories of apps. The Google Play Store and Apple Store are the official marketplaces of Android and Apple products which offer more than a million apps.…

Computers and Society · Computer Science 2018-05-22 Rubén Saborido , Foutse Khomh , Abram Hindle , Enrique Alba

"App stores" are online software stores where end users may browse, purchase, download, and install software applications. By far, the best known app stores are associated with mobile platforms, such as Google Play for Android and Apple's…

Software Engineering · Computer Science 2025-01-29 Wenhan Zhu , Sebastian Proksch , Daniel M. German , Michael W. Godfrey , Li Li , Shane McIntosh

Mobile phones and tablets have become the most widely used computing devices, with a large predominance of the Android platform. As a natural evolution, the development of Android applications has surged and has become a major field of…

Software Engineering · Computer Science 2018-09-27 Franz-Xaver Geiger , Ivano Malavolta

The difficulty of large scale monitoring of app markets affects our understanding of their dynamics. This is particularly true for dimensions such as app update frequency, control and pricing, the impact of developer actions on app…

Social and Information Networks · Computer Science 2018-02-09 Rahul Potharaju , Mizanur Rahman , Bogdan Carbunar

The proper use of Android app permissions is crucial to the success and security of these apps. Users must agree to permission requests when installing or running their apps. Despite official Android platform documentation on proper…

Cryptography and Security · Computer Science 2025-08-05 Ali Alkinoon , Trung Cuong Dang , Ahod Alghuried , Abdulaziz Alghamdi , Soohyeon Choi , Manar Mohaisen , An Wang , Saeed Salem , David Mohaisen

Prior works have shown that the list of apps installed by a user reveal a lot about user interests and behavior. These works rely on the semantics of the installed apps and show that various user traits could be learnt automatically using…

Cryptography and Security · Computer Science 2015-10-30 Jagdish Prasad Achara , Gergely Acs , Claude Castelluccia

Persuasive designs become prevalent on smartphones, and an increasing number of users report having problematic smartphone use behaviours. Persuasive designs in smartphones might be accountable for the development and reinforcement of such…

Human-Computer Interaction · Computer Science 2023-05-24 Xiaowei Chen , Anders Hedman , Verena Distler , Vincent Koenig
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