TY - GEN
T1 - You're driving and texting
T2 - 19th Annual International Conference on Mobile Computing and Networking, MobiCom 2013
AU - Bo, Cheng
AU - Jian, Xuesi
AU - Li, Xiang Yang
AU - Mao, Xufei
AU - Wang, Yu
AU - Li, Fan
PY - 2013
Y1 - 2013
N2 - In this work, we address a critical task of detecting the user behavior of driving and texting simultaneously using smartphones. We propose, design, and implement TEXIVE which achieves the goal of distinguishing drivers and passengers, and detecting texting operations during driving utilizing irregularities and rich micromovements of users. Without relying on any external infrastructures and additional devices, and no need to bring any modification to vehicles, TEXIVE is able to successfully detect dangerous operations with good sensitivity, specificity and accuracy. We conduct experimental study of TEXIVE with the help of a number of volunteers using various vehicles and smartphones. Our results indicate that TEXIVE has a classification accuracy of 87.18%, and precision of 96.67%.
AB - In this work, we address a critical task of detecting the user behavior of driving and texting simultaneously using smartphones. We propose, design, and implement TEXIVE which achieves the goal of distinguishing drivers and passengers, and detecting texting operations during driving utilizing irregularities and rich micromovements of users. Without relying on any external infrastructures and additional devices, and no need to bring any modification to vehicles, TEXIVE is able to successfully detect dangerous operations with good sensitivity, specificity and accuracy. We conduct experimental study of TEXIVE with the help of a number of volunteers using various vehicles and smartphones. Our results indicate that TEXIVE has a classification accuracy of 87.18%, and precision of 96.67%.
KW - Classification
KW - Smartphone
KW - Texive
UR - https://www.scopus.com/pages/publications/84887109256
U2 - 10.1145/2500423.2504575
DO - 10.1145/2500423.2504575
M3 - Conference contribution
AN - SCOPUS:84887109256
SN - 9781450319997
T3 - Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM
SP - 199
EP - 201
BT - MobiCom 2013 - Proceedings of the 19th Annual International Conference on Mobile Computing and Networking
Y2 - 30 September 2013 through 4 October 2013
ER -