Abstract
Aggressive driving increases the risk of accidents, and it is normally a consequence of the impatience, frustration, or anger of drivers. In this paper, we present a case study showing the feasibility of using participatory sensing to enable drivers to report and gain awareness on aggressive driving behavior. We describe the design and development of the Driving Habits System prototype, a mobile application that enables drivers deploying sensing campaigns to collect data about their driving habits. We also discuss the results from a 5-weeks deployment study, where 23 drivers used the system in their everyday lives in the city of Ensenada, Mexico. Our results indicate that our prototype was useful and easy to learn. Its design allows drivers to raise awareness on their driving behaviors and motivates them to engage on a participatory sensing campaign to identify issues on the factors that affect driving. We close discussing design issues for ubiquitous applications to be used while driving and the potential impact of such tools in promoting self-reflection and behavior change.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Cronbach, L.J.: Coefficient alpha and the internal structure of tests. Psychometrika 16(3), 297–334 (1951). http://link.springer.com/10.1007/BF02310555
Dai, J., Teng, J., Bai, X., Shen, Z., Xuan, D.: Mobile phone based drunk driving detection. In: Proceedings of the 4th International ICST Conference on Pervasive Computing Technologies for Healthcare. IEEE (2010). http://eudl.eu/doi/10.4108/ICST.PERVASIVEHEALTH2010.8901
Ganti, R., Ye, F., Lei, H.: Mobile crowdsensing: current state and future challenges. IEEE Commun. Mag. 49(11), 32–39 (2011). http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6069707
Traffic Regulations for the Municipality of Ensenada, Baja California (2000). https://www.ebajacalifornia.gob.mx/pdfs/reg_transitoens.pdf
Johnson, D.A., Trivedi, M.M.: Driving style recognition using a smartphone as a sensor platform. In: 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 1609–1615, Oct 2011. http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6083078
Likert, R.N.Y.U.: A technique for the measurement of attitudes. Arch. Psychol. 22(140), 5–55 (1932)
de Cózar, E.L., Ibáñez, J.G.M., Perales, M.C., Barbany, J.M.A., Arce, J.S.: Spanish adaptation of the driver behaviour questionnaire and comparison with other european adaptations. In: 5th Conference of the International Test Commission: Psychological and Educational Test Adaptation Across Languages and Cultures Building Bridges Among People, Brusells (2006). http://www.uv.es/metras/docs/2006_ITC_lopez_de_cozar.pdf
Osswald, S., Wurhofer, D., Trösterer, S., Beck, E., Tscheligi, M.: Predicting information technology usage in the car : towards a car technology acceptance model. In: Proceedings of the 4th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2012), pp. 51–58. ACM (2012). http://dl.acm.org/citation.cfm?doid=2390256.2390264
Posner, J., Russell, J.A., Peterson, B.S.: The circumplex model of affect: an integrative approach to affective neuroscience, cognitive development, and psychopathology. Dev. Psychopathol. 17(3), 715–34 (2005). http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=2367156
Riahi, M., Papaioannou, T.G., Trummer, I., Aberer, K.: Utility-driven data acquisition in participatory sensing. In: Proceedings of the 16th International Conference on Extending Database Technology - EDBT 2013, p. 251 (2013). http://dl.acm.org/citation.cfm?doid=2452376.2452407
Shilton, K., Burke, J., Estrin, D., Hansen, M., Srivastava, M.: Participatory privacy in urban sensing (2008). http://escholarship.org/uc/item/90j149pp.pdf
Tasca, L.: A review of the literature on aggressive driving research (2000). http://www.aggressive.drivers.com/papers/tasca/tasca.pdf
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this paper
Cite this paper
Ylizaliturri-Salcedo, M.A., Tentori, M., Garcia-Macias, J.A. (2015). Detecting Aggressive Driving Behavior with Participatory Sensing. In: GarcÃa-Chamizo, J., Fortino, G., Ochoa, S. (eds) Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information. UCAmI 2015. Lecture Notes in Computer Science(), vol 9454. Springer, Cham. https://doi.org/10.1007/978-3-319-26401-1_24
Download citation
DOI: https://doi.org/10.1007/978-3-319-26401-1_24
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-26400-4
Online ISBN: 978-3-319-26401-1
eBook Packages: Computer ScienceComputer Science (R0)