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Detecting Multitasking Work and Negative Routines from Computer Logs

  • Hirofumi KaburagiEmail author
  • Simona Vasilache
  • Jiro Tanaka
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9735)

Abstract

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.

Keywords

Human factors Activity tracking Computer log Multitasking Stress Time management Digital lifestyle Lifelog 

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Copyright information

© Springer International Publishing Switzerland 2016

Authors and Affiliations

  • Hirofumi Kaburagi
    • 1
    Email author
  • Simona Vasilache
    • 1
  • Jiro Tanaka
    • 1
  1. 1.University of TsukubaTsukubaJapan

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