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@INPROCEEDINGS{Cinaz_Towards_Continuous_Monitoring_of_Mental_Workload_2010,
     author = {Cinaz, Burcu and La Marca, Roberto and Arnrich, Bert and Tr{\"{o}}ster, Gerhard},
   keywords = {arnrich_stress},
      title = {Towards Continuous Monitoring of Mental Workload},
  booktitle = {5th International Workshop on Ubiquitous Health and Wellness (UbiHealth 2010)},
       year = {2010},
   abstract = {Continuous monitoring of mental workload offers new opportunities to support preventing mental disorders and maintaining mental health. In order to achieve a quantification of mental workload, different load levels have to be discriminated. This work goes towards continuous monitoring of mental workload in daily life: we present our experimental designs and the achieved results in discriminating three levels of mental workload in a laboratory simulation and in daily life. In the lab setting we achieved an average recognition rate of 82.14\% for all 7 subjects under study. In daily life two subjects were monitored during low, medium and high workload days. We achieved average accuracy rates of 72.03\% and 77.66\% for both subjects respectively. Finally we have investigated whether the data from the lab experiment are suitable to discriminate low, medium and high workload days.}
}