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

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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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.

Publication: IEICE TRANSACTIONS on Information Vol.E96-D No.12 pp.2860-2864

Publication Date: 2013/12/01

Publicized

Online ISSN: 1745-1361

DOI: 10.1587/transinf.E96.D.2860

Type of Manuscript: LETTER

Category: Information Network

Authors

Xiao XIA
  National University of Defense Technology,McGill University
Xinye LIN
  McGill University
Xiaodong WANG
  National University of Defense Technology
Xingming ZHOU
  National University of Defense Technology
Deke GUO
  National University of Defense Technology

Keyword

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

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Xiao XIA, Xinye LIN, Xiaodong WANG, Xingming ZHOU, Deke GUO, "Apps at Hand: Personalized Live Homescreen Based on Mobile App Usage Prediction" in IEICE TRANSACTIONS on Information, vol. E96-D, no. 12, pp. 2860-2864, December 2013, doi: 10.1587/transinf.E96.D.2860.
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.
URL: https://globals.ieice.org/en_transactions/information/10.1587/transinf.E96.D.2860/_p

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@ARTICLE{e96-d_12_2860,
author={Xiao XIA, Xinye LIN, Xiaodong WANG, Xingming ZHOU, Deke GUO, },
journal={IEICE TRANSACTIONS on Information},
title={Apps at Hand: Personalized Live Homescreen Based on Mobile App Usage Prediction},
year={2013},
volume={E96-D},
number={12},
pages={2860-2864},
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.},
keywords={},
doi={10.1587/transinf.E96.D.2860},
ISSN={1745-1361},
month={December},}

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TY - JOUR
TI - Apps at Hand: Personalized Live Homescreen Based on Mobile App Usage Prediction
T2 - IEICE TRANSACTIONS on Information
SP - 2860
EP - 2864
AU - Xiao XIA
AU - Xinye LIN
AU - Xiaodong WANG
AU - Xingming ZHOU
AU - Deke GUO
PY - 2013
DO - 10.1587/transinf.E96.D.2860
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E96-D
IS - 12
JA - IEICE TRANSACTIONS on Information
Y1 - December 2013
AB - 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.
ER -