K Yang, X Zhao, J Zou, W Du - ACM Transactions on Sensor Networks, 2023 - dl.acm.org
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 …
T Li, Y Li, M Zhang, S Tarkoma, P Hui - ACM Transactions on Intelligent …, 2023 - dl.acm.org
Mobile apps have become an indispensable part of people's daily lives. Users determine what apps to use and when and where to use them based on their tastes, interests, and …
Y Wang, R Jiang, H Liu, D Yin, X Song - Joint European Conference on …, 2023 - Springer
In recent years, mobile applications (apps) on smartphones have shown explosive growth. Massive and diversified apps greatly affect user experience. As a result, user mobile app …
T Xia, Y Li, J Feng, D Jin, Q Zhang, H Luo… - ACM Transactions on …, 2020 - dl.acm.org
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 …
Y Ouyang, B Guo, Q Wang, Y Liang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Next mobile app recommendation aims to recommend the next app that a user is most likely to use based on the user's app usage behaviors, which is beneficial for improving user …
Y Zhou, S Li, Y Liu - Future Internet, 2020 - mdpi.com
Smartphones and applications have become widespread more and more. Thus, using the hardware and software of users' mobile phones, we can get a large amount of personal …
Context-aware mobile application (App) usage prediction benefits a variety of applications such as precise bandwidth allocation, App launch acceleration, etc. Prior works have …
K Zhu, Y Xiao, W Zheng, X Jiao, CH Hsu - IEEE Access, 2020 - ieeexplore.ieee.org
With the rapid development of mobile internet technology, mobile applications (apps) have been rapidly popularized. To facilitate users' choice of apps, app recommendation is …
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 …