Investigating Interruptibility at Activity Breakpoints using Smartphone Activity Recognition API

被引:15
作者
Obuchi, Mikio [1 ]
Sasaki, Wataru [1 ]
Okoshi, Tadashi [1 ]
Nakazawa, Jin [1 ]
Tokuda, Hideyuki [1 ]
机构
[1] Keio Univ, 5322 Endo, Fujisawa, Kanagawa, Japan
来源
UBICOMP'16 ADJUNCT: PROCEEDINGS OF THE 2016 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING | 2016年
关键词
interruptibility; notification; user attention; activity recognition; smartphone;
D O I
10.1145/2968219.2968556
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We propose a system for improving the answer rate to ESM inquiry to reduce the user's mental burden by detecting breakpoints in user's physical activity and pushing notifications in such timings. We conducted an in-the-wild user study with 30 participants for 4-days. The results revealed the effectiveness of breakpoint-based notification delivery. In the best case, 70.0% improvement in user's response time to notifications was observed at a transition to the user's activity from "walking" to "stationary".
引用
收藏
页码:1602 / 1607
页数:6
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