iLauncher: An intelligent launcher for mobile apps based on individual usage patterns

Li Yu Tang, Pi Cheng Hsiu, Jiun-Long Huang, Ming Syan Chen

研究成果: Conference contribution同行評審

11 引文 斯高帕斯(Scopus)

摘要

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.

原文English
主出版物標題28th Annual ACM Symposium on Applied Computing, SAC 2013
頁面505-512
頁數8
DOIs
出版狀態Published - 2013
事件28th Annual ACM Symposium on Applied Computing, SAC 2013 - Coimbra, Portugal
持續時間: 18 3月 201322 3月 2013

出版系列

名字Proceedings of the ACM Symposium on Applied Computing

Conference

Conference28th Annual ACM Symposium on Applied Computing, SAC 2013
國家/地區Portugal
城市Coimbra
期間18/03/1322/03/13

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