DocumentCode
64682
Title
Tutoring System for the Efficient Driving of Combustion Vehicles
Author
Rionda Rodriguez, Abel ; Martinez Alvarez, David ; Paneda, Xabiel G. ; Arbesu Carbajal, David ; Jimenez, J.E. ; Fernandez Linera, Francisco
Author_Institution
ADN Mobile Solutions, Gijón, Spain
Volume
8
Issue
2
fYear
2013
fDate
May-13
Firstpage
82
Lastpage
89
Abstract
One of the sectors that currently generates pollution is road transport. Every day, millions of tons of CO2 are released into the atmosphere because of this type of human activity. Governments see the reduction of such emissions as a priority-which, according to various studies, could be achieved through more efficient driving. This paper presents a driver tutoring system based on active learning and ubiquity paradigms. Through visual and auditory recommendations, we are able to help drivers achieve more efficient driving. This system is complemented with a Web portal where drivers can check their driving and receive recommendations for further improvement. To evaluate the performance of the tutoring system, driving is monitored and analyzed over a period of six weeks with 150 volunteer drivers achieving results that improved efficient driving metrics and consumption by ~ 10%.
Keywords
Internet; air pollution control; combustion; computer aided instruction; driver information systems; government policies; portals; recommender systems; road vehicles; ubiquitous computing; Web portal; active learning; auditory recommendation; carbon dioxide emission reduction; combustion vehicles; driver tutoring system performance; driving analysis; driving metrics; driving monitoring; human activity; road transport; ubiquity paradigm; visual recommendations; Learning systems; Measurement; Mobile handsets; Performance evaluation; Vehicle driving; ${rm CO}_{2}$ reduction; active learning; efficient driving; tutoring; ubiquitous learning;
fLanguage
English
Journal_Title
Tecnologias del Aprendizaje, IEEE Revista Iberoamericana de
Publisher
ieee
ISSN
1932-8540
Type
jour
DOI
10.1109/RITA.2013.2258232
Filename
6516936
Link To Document