Kommunikationsnetze / Multimedia Kommunikation
Towards Using Situational Information to Detect an Individual's Perceived Stress Level | |
Key: | NED+17-1 |
Author: | Svenja Neitzel, Frank Englert, Rahul Dwarakanath, Katharina Schneider, Kathrin Reinke, Gisela Gerlach, Christoph Rensing, Doreen Böhnstedt, Ruth Stock-Homburg |
Date: | March 2017 |
Kind: | In proceedings |
Publisher: | IEEE |
Book title: | Pervasive Computing and Communication Workshops (PerCom Workshops), 2017 IEEE International Conference on |
Abstract: | The advent of state-of-the-art telecommunication devices like smartphones has led to a considerable increase in the amount of electronic communication exchanged. While the improved user availability increases personal flexibility - reducing rigidity in time and place of communication - it comes at a price. The 'anytime, anyplace'-accessibility, which has become the norm in today's (working) society, can cause adverse effects to an individual’s mood and emotions, and especially raise the stress level. Consequently, in this paper, we discuss methods for measuring the stress level via mobile devices, analyzing their pros and cons. Subsequently, we analyze which situational information - comprising the prevailing context of the users and their usage of communication devices - is useful for the quantification of the psychological stress perceived by users. Based on an field study with 27 users, we observe that, while longer working hours and higher number of appointments have a positive correlation with an increased stress level, there is no one-fits-all method for stress measurement. In turn, we take the first steps towards non-intrusive methods to identify stressful situations and thus, lay the foundation for future research on user stress mitigation. |
View Full paper (PDF) | Download Full paper (PDF) |
The documents distributed by this server have been provided by the contributing authors as a means to ensure timely dissemination of scholarly and technical work on a non-commercial basis. Copyright and all rights therein are maintained by the authors or by other copyright holders, not withstanding that they have offered their works here electronically. It is understood that all persons copying this information will adhere to the terms and constraints invoked by each author's copyright. These works may not be reposted without the explicit permission of the copyright holder.