Predicting the next application (app) a user will open is essential for improving the user
experience, eg, app pre-loading and app recommendation. Unlike previous solutions that …

Smartphone mobile application (App) usage prediction, ie, which Apps will be used next, is
beneficial for user experience improvement. Through an in-depth analysis on a real-world …

Next app prediction can help enhance user interface design, pre-loading of apps, and
network optimizations. Prior work has explored this topic, utilizing multiple different …

Recent years have witnessed a rapid proliferation of personalized mobile Apps, which
poses a pressing need for user experience improvement. A promising solution is to model …

A variety of applications (App) installed on mobile systems such as smartphones enrich our
lives, but make it more difficult to the system management. For example, finding the specific …

Next-app prediction is the task of predicting the next app that a user will choose to use on
the smartphone. It helps to establish a variety of intelligent personalized services, such as …

App usage prediction, ie which apps will be used next, is very useful for smartphone system
optimization, such as operating system resource management, battery energy consumption …

The popularity of smartphones has witnessed the rapid growth of the number of mobile
applications. Nowadays, there are millions of applications available, and at the same time …

As mobile phones become inseparable from daily activities and lifestyles, users generate a
large amount of app usage data. Such data contain patterns that could be useful for accurate …

This paper aims to predict the apps a user will open on her mobile device next. Such an
information is essential for many smartphone operations, eg, app pre-loading and content …