@inproceedings{0cae9b725378406cad2322a25c5dcedc,
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.",
keywords = "Individual usage patterns, Mobile apps, Smartphone personalization, User behavior understanding",
author = "Tang, {Li Yu} and Hsiu, {Pi Cheng} and Jiun-Long Huang and Chen, {Ming Syan}",
year = "2013",
doi = "10.1145/2480362.2480461",
language = "English",
isbn = "9781450316569",
series = "Proceedings of the ACM Symposium on Applied Computing",
pages = "505--512",
booktitle = "28th Annual ACM Symposium on Applied Computing, SAC 2013",
note = "28th Annual ACM Symposium on Applied Computing, SAC 2013 ; Conference date: 18-03-2013 Through 22-03-2013",
}