Publications

Google Scholar; ORCID

HandBook (* Refereed)

• *Data Sharing Guidance for Public Transit Agencies – Now and in the Future. 2020. Transit Cooperative Research Program (TCRP) Project J-11, Transportation Research Board of the National Academies of Sciences, Engineering, and Medicine. Washington, DC: The National Academies Press. https://doi.org/10.17226/25696. (Co-authored with Viggiano, C., et al.) pp. 1-81.

• *Cell Phone Location Data for Travel Behavior Analysis. 2018. National Cooperative Highway Research Program (NCHRP) 08-95, Transportation Research Board of the National Academies of Sciences, Engineering, and Medicine. Washington, DC: The National Academies Press. https://doi.org/10.17226/25189. (Co-authored with Proussaloglou, K. et al.) pp 1-152.

Book Chapters (* Refereed, ___Supervised Students)

• *Boeing, G., Batty, M., Jiang, S., and Schweitzer, L. 2021. “Urban Analytics: History, Trajectory, and Critique.” In Rey, S., and Franklin, R. (Eds.), Handbook of Spatial Analysis in the Social Sciences, Cheltenham, England: Edward Elgar

• *Aslanyan, T. and Jiang, S. 2021. “Examining Passenger Vehicle Miles Traveled and Carbon Emissions in the Boston Metropolitan Area.” In Geertman, S., Pettit, C., Goodspeed, R., and Staffans, A. (Eds.), Urban Informatics and Future Cities, Springer Nature.

• * Zhu, Y., Diao, M., Ferreira, J., Li, W., and, Jiang, S. 2013. Flexible Geospatial Platform for Distributed and Collaborative Urban Modelling. In Geertman, S., Toppen, F., and Stillwell, J. (Eds.) Planning Support Systems for Sustainable Urban Development. Springer-Verlag Berlin Heidelberg.

Dissertation

• "Deciphering Human Activities in Complex Urban Systems: Mining Big Data for Sustainable Urban Future." 2015. PhD Dissertation, MIT, Cambridge, MA, USA.

Articles in Peer-Reviewed Journals/Conference Proceedings

• Xu, Y., Jiang, S., Li, R., Zhang, J., Zhao, J., Abbar, S., and Gonzalez, M.C. 2019. Unraveling Environmental Justice in Ambient PM2.5 Exposure in Beijing: A Big Data Approach. Computers, Environment and Urban Systems. 75:12-21. doi: 10.1016/j.compenvurbsys.2018.12.006

• Jiang, S., Ferreira, J., and Gonzalez, M.C. 2017. Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore. IEEE Transactions on Big Data. doi: 10.1109/TBDATA.2016.2631141. (An earlier version of the paper was presented at the ACM SIGKDD 4th International Workshop on Urban Computing, Sydney, Australia).

• Xu, Y., Li, R., Jiang, S., Zhang, J., and Gonzalez, M.C. 2017. Clearer skies in Beijing -- revealing the impacts of traffic on the predictability of air quality. Proceedings of the Transportation Research Board (TRB) 96th Annual Meeting, Washington, D.C., USA.

• Florez, M., Jiang, S., Li, R., Mojica, C., Rios, R., and Gonzalez, M.C. 2017. Measuring the impacts of economic well-being in commuting networks -- A case study of Bogota, Colombia Proceedings of the Transportation Research Board (TRB) 96th Annual Meeting, Washington, D.C., USA.

• Jiang, S., Yang,Y., Gupta, S., Veneziano, D., Athavale, S., and Gonzalez, M.C. 2016. The TimeGeo modeling framework for urban mobility without travel surveys. Proceedings of the National Academy of Sciences. doi: 10.1073/pnas.1524261113. PNAS Featured Video: Tracking Urban Mobility.

• Chodrow, P., Awwad, Z., Jiang, S., and Gonzalez, M.C. 2016. Demand and Congestion in Multiplex Transportation Networks. PLoS ONE. doi: 10.1371/journal.pone.0161738.

• Jiang, S., Alves,A., Rodrigues, F., Ferreira, J., and Pereira., F. 2015. Mining point-of-interest data from social networks for urban land use classification and disaggregation. Computers, Environment and Urban Systems. 53: 36-46. (Special Issue: Volunteered Geographic Information)

• Alexander, L., Jiang, S., Murga, M., and Gonzalez, M.C. 2015. Origin-destination trips by purpose and time of day inferred from mobile phone data . Transportation Research Part C: Emerging Technologies. 58 (Part B) : 240-250. (Special Issue: Big Data in Transportation and Traffic Engineering).

• Jiang, S., Fiore, G. A., Yang, Y., Ferreira, J., Frazzoli, E., and Gonzalez, M.C. 2013. A Review of Urban Computing for Mobile Phone Traces: Current Methods, Challenges and Opportunities. Proceedings of the ACM SIGKDD International Workshop on Urban Computing. Chicago, IL, USA. [BEST PAPER AWARD]

• Rodrigues, F., Alves, A., Polisciuc, E., Jiang, S., Ferreira, J., and Pereira, F. C. 2013. Estimating Disaggregated Employment Size from Points-of-Interest and Census Data: From Mining the Web to Model Implementation and Visualization. International Journal on Advances in Intelligent Systems.

• Jiang, S., Ferreira, J., and Gonzalez, M.C. 2012. Clustering Daily Patterns of Human Activities in the City. Data Mining and Knowledge Discovery 25 (3):478-510. (Special Issue: Data Mining Technologies for Computational Social Science). doi:10.1007/s10618-012-0264-z.

• Jiang, S., Ferreira, J., and Gonzalez, M.C. 2012. Discovering Urban Spatial-Temporal Structure from Human Activity Patterns. Proceedings of the ACM SIGKDD International Workshop on Urban Computing. 95-102. Beijing, China. doi:10.1145/2346496.2346512

• Jiang, S., Viña-Arias, L., Zegras, C., Ferreira, J., and Gonzalez, M.C. 2011. Calling for Validation: Demonstrating the Use of Mobile Phone Data to Validate Integrated Land Use Transportation Models. In: Pinto, Tenedório, Santos, de Deus (Eds.): Proceedings of the 7th International Conference on Virtual Cities and Territories. Lisbon, Portugal.

• Ferreira, J., Diao, M., Zhu, Y., Li, W., and Jiang, S. 2010. Information Infrastructure for Research Collaboration in Land Use, Transportation and Environmental Planning. Transportation Research Record: Journal of the Transportation Research Board, Vol. 2183, 85-93. doi: 10.3141/2183-10

• Jiang, S., and Murga, M. 2010. Linking Planning and Operations for BRT: A Microscopic Traffic Simulation Study for the Chicago Loop. Proceedings of the Transportation Research Board 89th Annual Meeting. Washington D.C., USA.

• Jiang, S., and Lu, B. 2008. Changes in Land Use and Relationship with Commuting Patterns in Beijing. Proceedings of the Transportation Research Board 87th Annual Meeting. Washington D.C., USA.

Research Reports

• Hudda, N., Jiang, S., and Durant, J. 2020. Impacts of Encore Casino on Air Quality and Traffic Volume in Somerville, Massachusetts: Baseline Characterization (2018-2019). Report for the City of Somerville, MA. Pp 1-56. Massachusetts Gaming Commission, Community Mitigation Fund Reports & Studies https://massgaming.com/about/community-mitigation-fund/reports-and-studies/

• Zegras, C., Jiang, S., and Grillo, C. 2013. Sustaining Mass Transit through Land Value Taxation? Prospects for Chicago. Working paper for the Lincoln Institute of Land Policy, Cambridge, MA.