Smartphone usage analysis based on actual-use survey

Takeshi Kamiyama, Kenji Hisazumi, Hiroshi Inamura, Teppei Konishi, Ken Ohta, Akira Fukuda

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

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.

本文言語English
ホスト出版物のタイトルMobiCASE 2016 - 8th EAI International Conference on Mobile Computing, Applications and Services
編集者Fahim Kawsar, Mirco Musolesi, Pei Zhang
出版社Association for Computing Machinery, Inc
ISBN(電子版)9781631901379
DOI
出版ステータスPublished - 2016 12月 1
外部発表はい
イベント8th EAI International Conference on Mobile Computing, Applications and Services, MobiCASE 2016 - Cambridge, United Kingdom
継続期間: 2016 11月 302016 12月 1

出版物シリーズ

名前MobiCASE 2016 - 8th EAI International Conference on Mobile Computing, Applications and Services

Conference

Conference8th EAI International Conference on Mobile Computing, Applications and Services, MobiCASE 2016
国/地域United Kingdom
CityCambridge
Period16/11/3016/12/1

ASJC Scopus subject areas

  • コンピュータ サイエンスの応用
  • コンピュータ ネットワークおよび通信

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