Paper Info
Title
Analyzing the Relationship between Cognitive Performance and Time to Find Intended Mobile App.
Abstract
Although mental illness is one of the most serious social problems, stress does not necessarily have a negative effect, on the contrary, an optimal amount of stress can result in individuals being able to perform better in tasks. While there have been several studies on estimating stress level from smartphone usage logs and several effective features were revealed as a result, there are few studies on estimating cognitive performance. Thus, in this paper, we explore several factors affecting the estimation of cognitive performance from smartphone logs. To conduct the analysis, we collected smartphone usage logs and Go/No-Go task data for 6 weeks from 39 participants in the wild. We found that the time to find intended app is related to cognitive performance. This result suggests that measuring the time to find intended app can be the effective feature of estimating cognitive performance from smartphone logs.
Year
DOI
Venue
2018
10.1145/3267305.3267534
UbiComp '18: The 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing Singapore Singapore October, 2018
Keywords
Field
DocType
Cognitive Performance, Go/No-Go task, Smartphone Log
Mobile app,Computer science,Mental illness,Human–computer interaction,Effects of sleep deprivation on cognitive performance
Conference
ISBN
Citations 
PageRank 
978-1-4503-5966-5
0
0.34
References 
Authors
7
11
Name
Order
Citations
PageRank
Keiichi Ochiai173.21
Naoki Yamamoto243.10
Takashi Hamatani3125.27
Yusuke Fukazawa413719.28
Masatoshi Kimoto501.01
Kazuki Kiriu601.01
Kouhei Kaminishi700.68
J. Ota816919.43
Yuri Terasawa900.68
Tsukasa Okimura1031.79
Takaki Maeda1133.82