ABSTRACT
In this position paper we argue that certain types of social media systems, such as Instagram and Foursquare, can act as valuable source of sensing, providing access to important characteristics of urban locations and urban social behavior. We discuss some of our previous studies and present our thoughts about the future of this field based insights obtained from them.
- Burke, J., Estrin, D., Hansen, M., Parker, A., Ramanathan, N., Reddy, S., and Srivastava, M. B. Participatory sensing. In Workshop on World-Sensor-Web (WSW'06) (2006).Google Scholar
- Cranshaw, J., Schwartz, R., Hong, J. I., and Sadeh, N. The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City. In ICWSM'12 (Dublin, Ireland, June 2012).Google Scholar
- Frias-Martinez, V., Soto, V., Hohwald, H., and Frias-Martinez, E. Characterizing urban landscapes using geolocated tweets. In SocialCom'12 (Washington, DC, USA, 2012). Google ScholarDigital Library
- Quercia, D., Capra, L., and Crowcroft, J. The social world of twitter: Topics, geography, and emotions. In ICWSM'12 (Dublin, Ireland, June 2012).Google Scholar
- Silva, T. H., Vaz de Melo, P. O. S., Almeida, J. M., and Loureiro, A. A. F. Challenges and opportunities on the large scale study of city dynamics using participatory sensing. In ISCC'13 (Split, Croatia, July 2013).Google ScholarCross Ref
- Silva, T. H., Vaz de Melo, P. O. S., Almeida, J. M., Salles, J., and Loureiro, A. A. F. Visualizing the invisible image of cities. In CPScom'12 (Besancon, France, November 2012). Google ScholarDigital Library
- Silva, T. H., Vaz de Melo, P. O. S., Almeida, J. M., Salles, J., and Loureiro, A. A. F. A picture of Instagram is worth more than a thousand words: Workload characterization and application. In DCOSS'13 (Cambridge, MA, USA, May 2013). Google ScholarDigital Library
- Zheng, Y., and Zhou, X. Location-Based Social Networks: Users. Springer press, 2011.Google Scholar
Index Terms
- On the use of participatory sensing to better understand city dynamics
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