Paper Info
Title
iLauncher: an intelligent launcher for mobile apps based on individual usage patterns
Abstract
The next-generation smartphones should provide a signification improvement in terms of personalization. A major challenge in smartphone personalization is how to tackle the diversity in smartphone usage. This paper presents iLauncher, an intelligent quick launch that can adapt to individual usage patterns on the fly to change apps dynamically without user intervention. The rationale behind the development process is that we collected traces of real user activity and conducted statistical analysis to derive some observations that provide useful insights into the design of our algorithm. The results of experiments conducted to evaluate the proposed algorithm are encouraging in terms of prediction accuracy. We have implemented iLauncher based on the algorithm and released it in an Android marketplace for free usage.
Year
DOI
Venue
2013
10.1145/2480362.2480461
SAC
Keywords
Field
DocType
individual usage pattern,mobile apps,intelligent launcher,android marketplace,apps dynamically,free usage,smartphone personalization,development process,smartphone usage,user intervention,proposed algorithm,real user activity
Android (operating system),Computer science,On the fly,Mobile apps,Multimedia,Statistical analysis,Personalization
Conference
Citations 
PageRank 
References 
5
0.42
14
Authors
4
Name
Order
Citations
PageRank
Liyu Tang1215.60
Pi-Cheng Hsiu239834.30
Jiun-Long Huang359247.09
Ming Chen465071277.71