Detecting multitasking work and negative routines from computer logs

Hirofumi Kaburagi, Simona Vasilache, Jiro Tanaka

研究成果: Conference contribution

1 引用 (Scopus)

抜粋

Multitasking on digital media has a negative effect on mental health and concentration. At the same time, the negative effects of computer usage are not immediately obvious to most people. We suggest that people can improve their daily experience on the computer if they pay closer attention to their multitasking activities. To this end, we have constructed a system that detects multitasking work and periodic negative multitasking routines from computer logs. We created two indicators: relax rate and multitasking rate. The relax rate is defined on the basis of heart rate variability information and the multitasking rate is derived from how often users switch their computer windows. We analyze whether users’ multitasking is negative or not and whether or not negative multitasking is part of a periodic routine. We logged the computer activities and heart rate data of one participant for six days.

元の言語English
ホスト出版物のタイトルHuman Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings
出版者Springer Verlag
ページ542-549
ページ数8
9735
ISBN(印刷物)9783319403960
DOI
出版物ステータスPublished - 2016
外部発表Yes
イベント18th International Conference on Human-Computer Interaction, HCI International 2016 - Toronto, Canada
継続期間: 2016 7 172016 7 22

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9735
ISSN(印刷物)03029743
ISSN(電子版)16113349

Other

Other18th International Conference on Human-Computer Interaction, HCI International 2016
Canada
Toronto
期間16/7/1716/7/22

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

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  • これを引用

    Kaburagi, H., Vasilache, S., & Tanaka, J. (2016). Detecting multitasking work and negative routines from computer logs. : Human Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings (巻 9735, pp. 542-549). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 9735). Springer Verlag. https://doi.org/10.1007/978-3-319-40397-7_52