TY - GEN
T1 - People's interruptibility in-the-wild
T2 - 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and ACM International Symposium on Wearable Computers, UbiComp/ISWC 2017
AU - Tsubouchi, Kota
AU - Okoshi, Tadashi
PY - 2017/9/11
Y1 - 2017/9/11
N2 - In the advancing ubiquitous computing where users have been having an increasing amount of push-style information provision from lots of intelligent proactive services, detecting the users' current attentional status and/or in-terruptibility has been a significant issue. In our previous study[7] on interruptibility detection in "Yahoo! JAPAN" real world product for 21 days with more than 680,000 users, the result showed significant lower user response time in exchange for notification delivery delay for about 4 minutes on average. In this paper, we further analyze the features in the interruptibility detection model trained and updated during this study in nightly basis for 21 days and report the results. Copyright held by the owner/author(s).
AB - In the advancing ubiquitous computing where users have been having an increasing amount of push-style information provision from lots of intelligent proactive services, detecting the users' current attentional status and/or in-terruptibility has been a significant issue. In our previous study[7] on interruptibility detection in "Yahoo! JAPAN" real world product for 21 days with more than 680,000 users, the result showed significant lower user response time in exchange for notification delivery delay for about 4 minutes on average. In this paper, we further analyze the features in the interruptibility detection model trained and updated during this study in nightly basis for 21 days and report the results. Copyright held by the owner/author(s).
KW - Attention
KW - Interruptibility
KW - Opportunities
KW - Research community
KW - Ubiquitous computing
UR - http://www.scopus.com/inward/record.url?scp=85030862677&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85030862677&partnerID=8YFLogxK
U2 - 10.1145/3123024.3124556
DO - 10.1145/3123024.3124556
M3 - Conference contribution
AN - SCOPUS:85030862677
T3 - UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers
SP - 922
EP - 927
BT - UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers
PB - Association for Computing Machinery, Inc
Y2 - 11 September 2017 through 15 September 2017
ER -