When is big data big enough? Implications of using GPS-based surveys for travel demand analysis

[1]  Raja Sengupta,et al.  Quantifying transit travel experiences from the users’ perspective with high-resolution smartphone and vehicle location data: Methodologies, validation, and example analyses , 2015 .

[2]  Randy H. Katz,et al.  E-mission: Automated transportation emission calculation using smartphones , 2015, 2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops).

[3]  Satish V. Ukkusuri,et al.  Urban activity pattern classification using topic models from online geo-location data , 2014 .

[4]  Peter Vovsha,et al.  Applying GPS Data to Understand Travel Behavior, Volume II: Guidelines , 2014 .

[5]  Peter R. Stopher,et al.  Review of GPS Travel Survey and GPS Data-Processing Methods , 2014 .

[6]  Hjp Harry Timmermans,et al.  Transportation mode recognition using GPS and accelerometer data , 2013 .

[7]  Sasu Tarkoma,et al.  Accelerometer-based transportation mode detection on smartphones , 2013, SenSys '13.

[8]  Johanna Zmud,et al.  Transport Survey Methods: Best Practice for Decision Making , 2013 .

[9]  Moshe Ben-Akiva,et al.  The Future Mobility Survey: Overview and Preliminary Evaluation , 2013 .

[10]  Tao Cheng,et al.  Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification , 2012, Comput. Environ. Urban Syst..

[11]  P. Stopher,et al.  GPS-Based Household Interview Survey for the Cincinnati, Ohio Region , 2012 .

[12]  Jing Xu,et al.  Household-Level Global Positioning System Travel Data to Measure Regional Traffic Congestion , 2012 .

[13]  Philip S. Yu,et al.  Transportation mode detection using mobile phones and GIS information , 2011, GIS.

[14]  Gaël Varoquaux,et al.  Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..

[15]  Deborah Estrin,et al.  Using mobile phones to determine transportation modes , 2010, TOSN.

[16]  D. Bolduc,et al.  Sequential and Simultaneous Estimation of Hybrid Discrete Choice Models , 2010 .

[17]  Xing Xie,et al.  Understanding transportation modes based on GPS data for web applications , 2010, TWEB.

[18]  Kees Maat,et al.  Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands , 2009 .

[19]  P. Mokhtarian,et al.  Modeling the structural relationships among short-distance travel amounts, perceptions, affections, and desires , 2009 .

[20]  Peter R. Stopher,et al.  Search for a global positioning system device to measure person travel , 2008 .

[21]  Miguel A. Labrador,et al.  Automating Mode Detection Using Neural Networks and Assisted GPS Data Collected Using GPS-Enabled Mobile Phones , 2008 .

[22]  Joan L. Walker,et al.  Latent lifestyle preferences and household location decisions , 2007, J. Geogr. Syst..

[23]  C. Bhat,et al.  Comparative Analysis of Global Positioning System–Based and Travel Survey–Based Data: , 2006 .

[24]  J. Zmud.  Identifying the Correlates of Trip Misreporting - Results from the California Statewide Household Travel Survey GPS Study , 2003 .

[25]  J. Wolf,et al.  The Impact of Trip Underreporting on VMT and Travel Time Estimates: Preliminary Findings from the California Statewide Household Travel Survey GPS Study , 2003 .

[26]  Bennett K. Pierce,et al.  Estimating Trip Rate Under-Reporting: Preliminary Results From The Ohio Household Travel Survey , 2003 .

[27]  J. Wolf,et al.  Impact of Underreporting on Mileage and Travel Time Estimates: Results from Global Positioning System-Enhanced Household Travel Survey , 2003 .

[28]  Joan L. Walker,et al.  INTEGRATION OF CHOICE AND LATENT VARIABLE MODELS. IN: IN PERPETUAL MOTION: TRAVEL BEHAVIOR RESEARCH OPPORTUNITIES AND APPLICATION CHALLENGES , 2002 .

[29]  Eric Jones,et al.  SciPy: Open Source Scientific Tools for Python , 2001 .

[30]  Randall Guensler,et al.  Elimination of the Travel Diary: Experiment to Derive Trip Purpose from Global Positioning System Travel Data , 2001 .

[31]  Joan L. Walker,et al.  Integration of Choice and Latent Variable Models , 1999 .

[32]  D. McFadden.  The Choice Theory Approach to Market Research , 1986 .

[33]  H. Williams,et al.  Behavioural theories of dispersion and the mis-specification of travel demand models☆ , 1982 .