Apps at Hand: Personalized Live Homescreen Based on Mobile App Usage Prediction

Xiao XIA; Xinye LIN; Xiaodong WANG; Xingming ZHOU; Deke GUO

doi:10.1587/transinf.E96.D.2860

IEICE Transactions on Information and Systems

Online ISSN : 1745-1361
Print ISSN : 0916-8532

Regular Section

Apps at Hand: Personalized Live Homescreen Based on Mobile App Usage Prediction

Xiao XIA, Xinye LIN, Xiaodong WANG, Xingming ZHOU, Deke GUO

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Keywords: mobile app, personalized pattern, usage prediction, mobile app discovery, personalized live homescreen

JOURNAL FREE ACCESS

2013 Volume E96.D Issue 12 Pages 2860-2864

DOI https://doi.org/10.1587/transinf.E96.D.2860

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Abstract

To facilitate the discovery of mobile apps in personal devices, we present the personalized live homescreen system. The system mines the usage patterns of mobile apps, generates personalized predictions, and then makes apps available at users' hands whenever they want them. Evaluations have verified the promising effectiveness of our system.

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