Title :
Can smartphones detect stress-related changes in the behaviour of individuals?
Author :
Bauer, Gerald ; Lukowicz, Paul
Author_Institution :
Embedded Syst. Lab., Univ. of Passau, Passau, Germany
Abstract :
We describe initial results from an ongoing project to use mobile phone sensors to detect stress related situations. The questions that we address in this stage of our work in progress is whether differences between stressful and non stressful periods can be detected in information readily available on a smartphone such as location traces, BlueTooth devices seen during the day and phone call patterns. We present an experiment with 7 students who were monitored during a two week exam session (stressful situation) and the two following weeks (non stressful period). The results show that a behaviour modification can clearly be seen, although the exact interpretation and generalization requires further work and larger scale experiments.
Keywords :
Bluetooth; behavioural sciences computing; human factors; smart phones; Bluetooth device; behaviour modification; location traces; mobile phone sensor; nonstressful period; phone call pattern; smartphone; stress related situation; stress-related change detection; Biomedical monitoring; Bluetooth; Mobile communication; Sensors; Smart phones; Stress;
Conference_Titel :
Pervasive Computing and Communications Workshops (PERCOM Workshops), 2012 IEEE International Conference on
Conference_Location :
Lugano
Print_ISBN :
978-1-4673-0905-9
Electronic_ISBN :
978-1-4673-0906-6
DOI :
10.1109/PerComW.2012.6197525