Revisitation analysis of smartphone app use

Simon L., Jones; Ferreira, Denzil; Hosio, Simo; Goncalves, Jorge; Kostakos, Vassilis (2015-09-07)
 
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https://doi.org/10.1145/2750858.2807542

Simon L., Jones
Ferreira, Denzil
Hosio, Simo
Goncalves, Jorge
Kostakos, Vassilis
Association for Computing Machinery
07.09.2015

Simon L. Jones, Denzil Ferreira, Simo Hosio, Jorge Goncalves, and Vassilis Kostakos. 2015. Revisitation analysis of smartphone app use. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp '15). ACM, New York, NY, USA, 1197-1208. DOI: https://doi.org/10.1145/2750858.2807542

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Copyright 2015 © ACM. This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp '15), https://doi.org/10.1145/2750858.2807542.
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doi:https://doi.org/10.1145/2750858.2807542
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https://urn.fi/URN:NBN:fi-fe201901212662
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Abstract

We present a revisitation analysis of smartphone use to investigate the question: do smartphones induce usage habits? We analysed three months of application launch logs from 165 users in naturalistic settings. Our analysis reveals distinct clusters of applications and users which share similar revisitation patterns. However, we show that much of smartphone usage on a macro-level is very similar to web browsing on desktops, and thus argue that smartphone usage is driven by innate service needs rather than technology characteristics. On the other hand, on a micro-level we identify unique characteristics in smartphone usage, and we present a rudimentary model that accounts for 92% in the variability of our smartphone use.

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