Abstract
Simeone and Patelli, building upon their experience as designers and scholars within the Urban Sensing research project, provide materials for scholars and researchers to reflect upon the potential and limitations of social network analysis and data visualization as research methods in urban studies. The chapter starts with a fundamental consideration of the limitations and the distortions inherent in any measurement and technical mediation, considering the particular context of evaluations stemming from quantitative analyses of big data. Simeone and Patelli then map out precursory initiatives and projects that made use of the spatial web to study contemporary cities. Based on concrete empirical examples the methodological limitations and potentialities of Urban Sensing are discussed; which lead to the authors’ reflections on the relevance of sensing the urban through the social web.
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References
Appadurai, A. (1990) Disjuncture and Difference in the Global Cultural Economy. Theory, Culture and Society 7(2–3): 295–310.
Bertin, J. (1983) Semiology of Graphics: Diagrams, Networks, Maps. 2nd ed. (Madison: University of Wisconsin Press).
Bevington, W. (2008) A Visualization-based Taxonomy for Information Representation: Identifying Images with Icon Schematics. Parsons Journal for Information Mapping 1(3).
boyd, d. and Crawford, K. (2012) Critical Questions for Big Data: Provocations for a Cultural, Technological, and Scholarly Phenomenon. Information, Communication and Society 15(5): 662–79.
Brenner, N. and Schmid, C. (2013) The ‘Urban Age’ in Question. International Journal of Urban and Regional Research 38(3): 731–55.
Calabrese, F. and Ratti C. (2006) Real Time Rome. Networks and Communication Studies 20(3–4): 247–58.
Castells, M. (1996) The Rise of the Network Society. The Information Age: Economy, Society and Culture. Vol. 1 (Oxford: Blackwell).
Ciuccarelli, P., Lupi, G. and Simeone, L. (2014) Visualizing the Data City – Social Media as a Source of Knowledge for Urban Planning and Management (New York: Springer).
Cosgrove, D. (1999) Mappings (London: Reaktion Books).
Crang, M. (1996) Envisioning Urban Histories: Bristol as Palimpsest, Postcards, and Snapshots. Environment and Planning A 28(3): 429–52.
DiSalvo, C. (2012) Adversarial Design (Cambridge, MA: MIT Press).
Duncan, J. and Duncan, N. (2005) Landscapes of Privilege: The Politics of the Aesthetic in an American Suburb (New York: Routledge).
Farinelli, F. (2003) Geografia: Un’introduzione ai modelli del mondo (Turin: Einaudi).
Frankel, L. and Racine, M. (2010) The Complex Field of Research: For Design, through Design, and about Design. Proceedings of DRS2010 (Montréal).
Frayling, C. (1993) Research in Art and Design. Royal College of Art Research Papers 1(1): 1–5.
Freeman, R. (2010) Strategic Management: A Stakeholder Approach (Cambridge: Cambridge University Press).
Gaver, W. (2012) What Should We Expect from Research Through Design? Proceedings of the 12th SIGCHI Conference on Human Factors in Computing Systems (New York, USA), 937–46.
Girardin, F., Calabrese, F., dal Fiore, F., et al. (2008) Digital Footprinting: Uncovering Tourists with User-Generated Content. IEEE Pervasive Computing 7(4): 36–43.
Graham, M. (2011) Time Machines and Virtual Portals The Spatialities of the Digital Divide. Progress in Development Studies 11(3): 211–27.
Graham, M. and Zook, M. (2011) Visualizing Global Cyberscapes: Mapping User-Generated Placemarks. Journal of Urban Technology 18(1): 115–32.
Graham, M. and Zook, M. (2013) Augmented Realities and Uneven Geographies: Exploring the Geolinguistic Contours of the Web. Environment and Planning A 45(1): 77–99
Graham, S. (1998) The End of Geography or the Explosion of Place? Conceptualizing Space, Place and Information Technology. Progress in Human Geography 22(2): 165–85.
Graham, S. (2005) Software-sorted Geographies. Progress in Human Geography 29(5): 562–80
Greenfield, A. (2013) Against the Smart City (New York: Do projects).
Harris, R. (2000) Information Graphics: A Comprehensive Illustrated Reference (New York: Oxford University Press).
Heer, J. and Shneiderman, B. (2012) Interactive Dynamics for Visual Analysis. Communications of the ACM 55(4): 45–54.
Ihde, D. (1979) Technics and Praxis: A Philosophy of Technology (Dordrecht: Reidel).
Ihde, D. (2009) Imaging Technologies. In J. Olsen, S. Pedersen and V. Hendricks (Eds.), A Companion to the Philosophy of Technology (Malden: Blackwell), pp. 205–9.
ITU (International Telecommunication Union) (2014). World Telecommunication/ICT Indicators Database.
Kitchin, R. (2014) The Real–Time City? ‘Big Data’ and Smart Urbanism. GeoJournal 79(1): 1–14.
Koskinen, I., Binder, T. and Redström, J. (2008) Lab, Field, Gallery, and Beyond. Artifact 2(1): 46–57.
Kotov, A., Zhai, C. and Sproat, R. (2011) Mining Named Entities with Temporally Correlated Bursts from Multilingual Web News Streams. Proceeding of WSDM ’11, ACM International Conference on Web Search and Data Mining (New York, USA), 237–46.
Liu, X., Jiang, L., Wei F., et al. (2011) QuickView: Advanced Search of Tweets. SIGIR ’11 Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (New York, USA), 1275–6.
Lupi, G., Patelli, P., Simeone, P., et al. (2012) Maps of Babel. Urban Sensing through User Generated Content. Proceedings of Human Cities Symposium (Brussels).
Manovich, L. (2011) Trending: The Promises and the Challenges of Big Social Data. In M. Gold (Ed.), Debates in the Digital Humanities (Minneapolis: The University of Minnesota Press), pp. 460–75.
Naor, M. and Yung, M. (1989) Universal One-Way Hash Functions and Their Cryptographic Applications. Proceedings of 21st ACM Symposium on Theory of Computing (New York, USA), pp. 33–43.
Rancière, J. (2010) Dissensus: On Politics and Aesthetics (London, New York: Continuum).
Ratti, C. (2014) Architettura Open Source: Verso una progettazione aperta (Turin: Einaudi).
Schein, R. (1997) The Place of Landscape: A Conceptual Framework for Interpreting an American Scene. Annals of the Association of American Geographers 87(4): 660–80.
Schroeder, R. (2014) Big Data and the Brave New World of Social Media Research. Big Data & Society 1(2).
Segel, E. and Heer, J. (2010) Narrative Visualization: Telling Stories with Data. IEEE Transactions on Visualization and Computer Graphics 16(6): 1139–48.
Shi, G. and Barker, K. (2011) Thematic Data Extraction from Web for GIS and Application. Proceedings of IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (Fuzhou, China), pp. 273–78.
Simeone, L., Lupi, G., Patelli, P. et al. (2012) DIY GIS. Proceedings of 12th IEEE ICALT (Rome), pp. 253–7.
Simeone, L. (2016) Missing intentionality: the limitations of social media analysis for participatory urban design. In E. Gordon and P. Mihailidis (Eds.), Civic Media: Technology, Design, Practice (Cambridge, MA: MIT Press).
Townsend, A. (2013) Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia (New York: Norton).
Tufte, E. (2006) Beautiful Evidence (Cheshire: Graphics Press).
UNFPA (United Nations Population Fund) (2011) State of World Population 2011 (New York: United Nations Population Fund).
Yau, N. (2013) Data Points: Visualization that Means Something (Indianapolis: Wiley).
Zook, M. and Graham, M. (2007a) Mapping DigiPlace: Geocoded Internet Data and the Representation of Place. Environment and Planning B 34(3): 466–82.
Zook, M. and Graham, M. (2007b) From Cyberspace to DigiPlace: Visibility in an Age of Information and Mobility. In H. Miller (Ed.), Societies and Cities in the Age of Instant Access (Dordrecht: Springer), pp. 241–54.
Zook, M. and Graham, M. (2007c) The Creative Reconstruction of the Internet: Google and the Privatization of Cyberspace and DigiPlace. Geoforum 38(6): 1322–43.
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Simeone, L., Patelli, P. (2016). Urban Sensing: Potential and Limitations of Social Network Analysis and Data Visualization as Research Methods in Urban Studies. In: Kubitschko, S., Kaun, A. (eds) Innovative Methods in Media and Communication Research. Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-319-40700-5_13
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