Motorsafe: An Android Application for Motorcyclists Using Decision Tree Algorithm

Authors

  • Thang Van Nguyen ThuyLoi University - Hanoi, Vietnam
  • Van Dung Nguyen Nguyen Tat Thanh University - Ho Chi Minh City, Vietnam
  • Thi-Thu Nguyen Hanoi University of Industry - Ha noi, Vietnam
  • Phung Cong Phi Khanh VNU University of Engineering and Technology - Hanoi, Vietnam
  • Tien-Anh Nguyen Le Quy Don Technical University - Hanoi, Vietnam
  • Duc-Tan Tran Phenikaa University

DOI:

https://doi.org/10.3991/ijim.v14i02.10742

Keywords:

Motor Safe, Motorbike, acceleration, Android,

Abstract


In Vietnam, prohibitions on using the telephone while driving vehicles have effected in a long time. However, that is relatively common and dangerous for traffic participants in reality. Along with the continuous growing of smartphones, using phone while driving is becoming a bad habit and one of the major causes of crashes and accidents of traffic in Vietnam. MotorSafe is a novel application that has been practically implemented as a solution for this problem. From the obtained data of the accelerometer sensor on the smartphone, a proposed decision tree algorithm enables device to recognize the user's  status on driving a vehicle. Some necessary tasks are provided that will help drivers focus on driving instead of unnecessary behaviors.

Author Biography

Duc-Tan Tran, Phenikaa University

Duc-Tan Tran is an Associate professor and Vice Dean of Electronics and Telecommunication Faculty, VNU University of Engineering and Technology. He has published over 150 research papers. His publications received the “Best Paper Award” at the 9th International Conference on Multimedia and Ubiquitous Engineering (MUE-15), and International Conference on Green and Human Information Technology (ICGHIT-2015). He was the recipient of the award for the excellent young researcher from Vietnam National University in 2008, Hanoi and the third prize in the contest “Vietnamese Talents” in 2008. His main research interests include the representation, processing, analysis, and communication of information embedded in signals and datasets. He serves as a technical committee program member, track chair, session chair and reviewer of many international conferences and journals.  He is a TPC co-chair of the 2016 International Conference on Advanced Technologies for Communications (http://atc-conf.org/), the 2018 National Conference on Electronics, Communications and Information Technology (http://rev-conf.org), the 2019 International Conference on Research in Intelligent and Computing in Engineering (http://www.riceconference.in), and the 2019 International Conference on Advanced Technologies for Communications (http://atc-conf.org/).

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Published

2020-02-10

How to Cite

Van Nguyen, T., Nguyen, V. D., Nguyen, T.-T., Khanh, P. C. P., Nguyen, T.-A., & Tran, D.-T. (2020). Motorsafe: An Android Application for Motorcyclists Using Decision Tree Algorithm. International Journal of Interactive Mobile Technologies (iJIM), 14(02), pp. 119–129. https://doi.org/10.3991/ijim.v14i02.10742

Issue

Vol. 14 No. 02 (2020)

Section

Papers