Smartphone app usage analysis: datasets, methods, and applications
As smartphones have become indispensable personal devices, the number of smartphone
users has increased dramatically over the last decade. These personal devices, which are …
users has increased dramatically over the last decade. These personal devices, which are …
Characterizing smartphone usage patterns from millions of android users
he prevalence of smart devices has promoted the popular-ity of mobile applications (aka
apps) in recent years. A number of interesting and important questions remain unan-swered …
apps) in recent years. A number of interesting and important questions remain unan-swered …
Identifying diverse usage behaviors of smartphone apps
Smartphone users are increasingly shifting to using apps as" gateways" to Internet services
rather than traditional web browsers. App marketplaces for iOS, Android, and Windows …
rather than traditional web browsers. App marketplaces for iOS, Android, and Windows …
Discovering different kinds of smartphone users through their application usage behaviors
Understanding smartphone users is fundamental for creating better smartphones, and
improving the smartphone usage experience and generating generalizable and …
improving the smartphone usage experience and generating generalizable and …
Mining smartphone data for app usage prediction and recommendations: A survey
H Cao, M Lin - Pervasive and Mobile Computing, 2017 - Elsevier
Smartphones nowadays have become indispensable personal gadgets to support our
activities in almost every aspect of our lives. Thanks to the tremendous advancement of …
activities in almost every aspect of our lives. Thanks to the tremendous advancement of …
Smartphone app usage prediction using points of interest
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 …
smartphones. Using deep packet inspection at the network operator level, we obtained a …
Device analyzer: Understanding smartphone usage
Abstract We describe Device Analyzer, a robust data collection tool which is able to reliably
collect information on Android smartphone usage from an open community of contributors …
collect information on Android smartphone usage from an open community of contributors …
Understanding the long-term evolution of mobile app usage
The prevalence of smartphones has promoted the popularity of mobile apps in recent years.
Although significant effort has been made to understand mobile app usage, existing studies …
Although significant effort has been made to understand mobile app usage, existing studies …
On mining mobile apps usage behavior for predicting apps usage in smartphones
Predicting Apps usage has become an important task due to the proliferation of Apps, and
the complex of Apps. However, the previous research works utilized a considerable number …
the complex of Apps. However, the previous research works utilized a considerable number …
” what apps did you use?”: Understanding the long-term evolution of mobile app usage
The prevalence of smartphones has promoted the popularity of mobile apps in recent years.
Although significant effort has been made to understand mobile app usage, existing studies …
Although significant effort has been made to understand mobile app usage, existing studies …