Why would you do that? predicting the uses and gratifications behind smartphone-usage behaviors

A Hiniker, SN Patel, T Kohno, JA Kientz - Proceedings of the 2016 ACM …, 2016 - dl.acm.org
While people often use smartphones to achieve specific goals, at other times they use them
out of habit or to pass the time. Uses and Gratifications Theory explains that users' …

Discovering different kinds of smartphone users through their application usage behaviors

S Zhao, J Ramos, J Tao, Z Jiang, S Li, Z Wu… - Proceedings of the …, 2016 - dl.acm.org
Understanding smartphone users is fundamental for creating better smartphones, and
improving the smartphone usage experience and generating generalizable and …

Reflect, not regret: Understanding regretful smartphone use with app feature-level analysis

H Cho, DE Choi, D Kim, WJ Kang, EK Choe… - Proceedings of the ACM …, 2021 - dl.acm.org
Digital intervention tools against problematic smartphone usage help users control their
consumption on smartphones, for example, by setting a time limit on an app. However …

Revisitation analysis of smartphone app use

SL Jones, D Ferreira, S Hosio, J Goncalves… - Proceedings of the …, 2015 - dl.acm.org
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 …

MyTime: designing and evaluating an intervention for smartphone non-use

A Hiniker, S Hong, T Kohno, JA Kientz - … of the 2016 CHI conference on …, 2016 - dl.acm.org
Though many people report an interest in self-limiting certain aspects of their phone use,
challenges adhering to self-defined limits are common. We conducted a design exercise …

Understanding usage states on mobile devices

C Jesdabodi, W Maalej - Proceedings of the 2015 ACM international joint …, 2015 - dl.acm.org
Nowadays, mobile apps are used for nearly every situation: for planning the day,
communicating with colleagues, ordering goods, or entertaining and socializing. To …

Smartphone app usage prediction using points of interest

D Yu, Y Li, F Xu, P Zhang, V Kostakos - … of the ACM on Interactive, Mobile …, 2018 - dl.acm.org
In this paper we present the first population-level, city-scale analysis of application usage on
smartphones. Using deep packet inspection at the network operator level, we obtained a …

Understanding, discovering, and mitigating habitual smartphone use in young adults

AM Roffarello, L De Russis - ACM Transactions on Interactive Intelligent …, 2021 - dl.acm.org
People, especially young adults, often use their smartphones out of habit: They compulsively
browse social networks, check emails, and play video-games with little or no awareness at …

A systematic assessment of smartphone usage gaps

N Van Berkel, C Luo, T Anagnostopoulos… - Proceedings of the …, 2016 - dl.acm.org
Researchers who analyse smartphone usage logs often make the assumption that users
who lock and unlock their phone for brief periods of time (eg, less than a minute) are …

Modelling smartphone usage: a markov state transition model

V Kostakos, D Ferreira, J Goncalves… - Proceedings of the 2016 …, 2016 - dl.acm.org
We develop a Markov state transition model of smartphone screen use. We collected use
traces from real-world users during a 3-month naturalistic deployment via an app-store …