Logging and Analyzing Long-Term Mobile User Behavior

Hui-Yin Wu ； Wen-Hung Liao ； Po-Ming Chen ； Chih-Yu Hsu ； Tsai-Yen Li

《International Journal of Electronic Commerce Studies》 5卷2期 (2014/12) Pp. 161-180

https://doi.org/10.7903/ijecs.1349

並列摘要

With the rapid evolution of mobile devices, the usage patterns of applications on these devices also change over time. Recently, the topic of how user behavior and usage patterns of applications has adapted to new mobile devices such as smartphones has attracted much attention. This work presents an experimental platform that can log and analyze all user operations on a smartphone used in a real-life context over long periods of time. The collected data are transmitted to a server periodically whenever an Internet connection is available. Analytic tools such as charting, log query, and real-time log pattern analysis have also been developed to facilitate the study of user behavior. This paper illustrates the functionalities of the proposed platform through several examples and a sample case study.

並列關鍵字

Mobile Devices ； User Log Analysis ； Mobile User Behavior

參考文獻

Baeza-Yates, R.A.(2005).Applications of web query mining.Advances in Information Retrieval Lecture Notes in Computer Science, 3408.(Advances in Information Retrieval Lecture Notes in Computer Science, 3408).

Chen, P-.M.,Chen, C-.H.,Liao, W-.H.,Li, T-.Y.(2011).A service platform for logging and analyzing mobile user behaviors.Edutainment Technologies. Educational Games and Virtual Reality/Augmented Reality Applications Lecture Notes in Computer Science, 6872.(Edutainment Technologies. Educational Games and Virtual Reality/Augmented Reality Applications Lecture Notes in Computer Science, 6872).

Chen, P-.M.,Wu, H-.Y.,Hsu, C-.Y.,Liao, W-.H.,Li, T-.Y.(2012).Logging and analyzing mobile user behaviors.International Symposium on Cyber Behavior.(International Symposium on Cyber Behavior).:

Ducheneaut, N.,Yee, N.,Nickell, E.,Moore, R.J.(2007).The life and death of online gaming communities: A look at guilds in world of warcraft.Proceedings of the SIGCHI conference on Human factors in computing systems.(Proceedings of the SIGCHI conference on Human factors in computing systems).:

Eagle, N.,Pentland, A.(2006).Reality mining: Sensing complex social systems.Personal Ubiquitous Computing.10(4),255-268.