PUBLICATIONS

Peer-Reviewed Journal Articles / Conference Proceedings (Google Scholar)

• 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 (* Refereed)

• *Cell Phone Location Data for Travel Behavior Analysis – A Handbook for Transportation Practitioners. 2017. National Cooperative Highway Research Program 08-95, Transportation Research Board of the National Academies of Sciences. Washington D.C., USA. (Co-authored with Gonzalez, M.C. and Proussaloglou, K. et al.) (forthcoming)

• 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.

Dissertation

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

Book Chapters (* Refereed)

• * Zhu, Y., Diao, M., Ferreira, J., Li, W., and, Jiang, S. 2013. Flexible Geospatial Platform for Distributed and Collaborative Urban Modelling. In S. Geertman et al. (eds.) Planning Support Systems for Sustainable Urban Development, Lecture Notes in Geoinformation and Cartography 195. Springer-Verlag Berlin Heidelberg.

• * Jiang, S., Song, N., and Hu, Y. 2006. Modern v.s. Tradition: An Investigation about Impacts of Emerging Bars in Shichahai Historic Community (Beijing). In the Chinese Planning Schools Association Steering Committee (ed.) Selected Works of the 2005 National Design Competition of Urban Planning Students. China Building Industry Press, Beijing. (in Chinese)

Working Paper

• Jiang, S., Fan, T., and Zhao, J. 2017. Quantifying the Evolution of Motorization, Consumption Patterns, and Environmental Awareness in Urban China, 2003 to 2013. (in revision).

• Zegras, C., Jiang, S., and Grillo, C. 2017. Financing Rail Transit Infrastructure through Property Taxes: Prospects for Chicago. (in revision).

• Xu, Y., Jiang, S., Li, R., Zhang, J., Zhao, J., Abbar, S., and Gonzalez, M.C. DailyAir: Big Data Fusion to Measure Exposure to Air Pollution in Beijing.

Other

• Jiang, S. 2010. (Reprint in 2011, 2012). International Student Advice. The Graduate (MIT Graduate Student Magazine, Orientation Issue).

• Castells, M., Jiang, S. 2006. Translation: Collective Consumption and Urban Contradictions in Advanced Capitalism (Original Work by Manuel Castells, 1979). Urban Planning International. Vol. 21, No.5 (in Chinese).