TY - GEN
T1 - Smartphone usage analysis based on actual-use survey
AU - Kamiyama, Takeshi
AU - Hisazumi, Kenji
AU - Inamura, Hiroshi
AU - Konishi, Teppei
AU - Ohta, Ken
AU - Fukuda, Akira
N1 - Publisher Copyright:
Copyright © 2016 EAI
PY - 2016/12/1
Y1 - 2016/12/1
N2 - This paper presents a smartphone usage model that will be useful as ground data for works such as proposals on improving services/technologies related to smartphones. It is based on an actual-use survey involving about 700 smartphone users. We conduct web interviews with users to get their demographic data - age, sex, for example, and gather many kinds of usage traces from their device using our logger application. The model describes 1) daily usage pattern (combinations of application usages) and 2) pattern features - demographics, major application usages and so on. Through a cluster analysis of the usage traces, we find there are six typical daily usage patterns and half the users have multiple patterns that differ with the day.
AB - This paper presents a smartphone usage model that will be useful as ground data for works such as proposals on improving services/technologies related to smartphones. It is based on an actual-use survey involving about 700 smartphone users. We conduct web interviews with users to get their demographic data - age, sex, for example, and gather many kinds of usage traces from their device using our logger application. The model describes 1) daily usage pattern (combinations of application usages) and 2) pattern features - demographics, major application usages and so on. Through a cluster analysis of the usage traces, we find there are six typical daily usage patterns and half the users have multiple patterns that differ with the day.
UR - http://www.scopus.com/inward/record.url?scp=85041318550&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85041318550&partnerID=8YFLogxK
U2 - 10.4108/eai.30-11-2016.2267052
DO - 10.4108/eai.30-11-2016.2267052
M3 - Conference contribution
AN - SCOPUS:85041318550
T3 - MobiCASE 2016 - 8th EAI International Conference on Mobile Computing, Applications and Services
BT - MobiCASE 2016 - 8th EAI International Conference on Mobile Computing, Applications and Services
A2 - Kawsar, Fahim
A2 - Musolesi, Mirco
A2 - Zhang, Pei
PB - Association for Computing Machinery, Inc
T2 - 8th EAI International Conference on Mobile Computing, Applications and Services, MobiCASE 2016
Y2 - 30 November 2016 through 1 December 2016
ER -