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

Xiao XIA  Xinye LIN  Xiaodong WANG  Xingming ZHOU  Deke GUO  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E96-D   No.12   pp.2860-2864
Publication Date: 2013/12/01
Online ISSN: 1745-1361
DOI: 10.1587/transinf.E96.D.2860
Print ISSN: 0916-8532
Type of Manuscript: LETTER
Category: Information Network
Keyword: 
mobile app,  personalized pattern,  usage prediction,  mobile app discovery,  personalized live homescreen,  

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Summary: 
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.