Kalyanaraman Shankari, Mogeng Yin, Shanthi Shanmugam, David E. Culler and Randy H. Katz
EECS Department
University of California, Berkeley
Technical Report No. UCB/EECS-2014-140
August 1, 2014
http://www2.eecs.berkeley.edu/Pubs/TechRpts/2014/EECS-2014-140.pdf
Tracking travel patterns and modes is a goal that is useful on many levels, including calculating the transportation emissions of a population. Prior efforts to collect this information have been stymied by low accuracies or reliance on supplementary devices. In this paper, we describe a system that improves accuracy by using prompted recall on the smartphone, and aggregates the information to help detect large scale patterns. We also present the evaluation of a prototype implementation that was used to collect data from 44 users in the San Francisco Bay Area over 3 months.
BibTeX citation:
@techreport{Shankari:EECS-2014-140, Author = {Shankari, Kalyanaraman and Yin, Mogeng and Shanmugam, Shanthi and Culler, David E. and Katz, Randy H.}, Title = {E-Mission: Automated transportation emission calculation using smart phones}, Institution = {EECS Department, University of California, Berkeley}, Year = {2014}, Month = {Aug}, URL = {http://www2.eecs.berkeley.edu/Pubs/TechRpts/2014/EECS-2014-140.html}, Number = {UCB/EECS-2014-140}, Abstract = {Tracking travel patterns and modes is a goal that is useful on many levels, including calculating the transportation emissions of a population. Prior efforts to collect this information have been stymied by low accuracies or reliance on supplementary devices. In this paper, we describe a system that improves accuracy by using prompted recall on the smartphone, and aggregates the information to help detect large scale patterns. We also present the evaluation of a prototype implementation that was used to collect data from 44 users in the San Francisco Bay Area over 3 months.} }
EndNote citation:
%0 Report %A Shankari, Kalyanaraman %A Yin, Mogeng %A Shanmugam, Shanthi %A Culler, David E. %A Katz, Randy H. %T E-Mission: Automated transportation emission calculation using smart phones %I EECS Department, University of California, Berkeley %D 2014 %8 August 1 %@ UCB/EECS-2014-140 %U http://www2.eecs.berkeley.edu/Pubs/TechRpts/2014/EECS-2014-140.html %F Shankari:EECS-2014-140