research bibliography

*research bibliography

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[2] C. Alexander, S. Ishikawa, and M. Silverstein, A Pattern Language: Towns, Buildings, Construction. Oxford University Press, 1977.

[3] A. P. Bala, “Descriptive and Geographical Data for European Cities.”

[4] M. Balduini, “Marco et al. – 2011 – BOTTARI an Augmented Reality Mobile Application to deliver Personalized and Location-based Recommendations by Continuous Analysis of Social Media Streams.pdf.” .

[5] M. Batty, “Smart cities, big data,” Environment and Planning B: Planning and Design, vol. 39, pp. pages 191 – 193, 2012.

[6] Z. Baumann, Modernità liquida,. Roma-Bari: Laterza, 2002.

[7] N. Berg, “A Quest for Consensus on Boston Neighborhood Boundaries.” [Online]. Available: [Accessed: 04-Jul-2012].

[8] J. Bertin, Semiology of Graphics: Diagrams, Networks, Maps, 1st ed. ESRI Press, 2010.

[9] W. Bevington, “A visualization–based taxonomy for information representation: identifying images with icon schematics.” 2008.

[10] N. Bourriaud, Relational Aesthetics. Les Presse Du Reel,Franc, 1998.

[11] D. Boyd and K. Crawford, “Six Provocations for Big Data,” 2011.

[12] D. Boyd, “Do you See What I See?: Visibility of Practices through Social Media,” Supernova and Le Web, 2009.

[13] C. Brambilla, “The Art of Being a Grenzgänger: Wandering in the Berlin Borderscapes.” .

[14] S. Brand, How Buildings Learn: What Happens After They’re Built. Penguin Books, 1995.

[15] A. Branzi, Weak and Diffuse Modernity: The World of Projects at the beginning of the 21st Century. Skira, 2006.

[16] S. Burigat and L. Chittaro, “Interactive visual analysis of geographic data on mobile devices based on dynamic queries,” Journal of Visual Languages & Computing, vol. 19, no. 1, pp. 99–122, 2008.

[17] D. Canter and S. K. Tagg, “Distance Estimation in Cities,” Environment and Behavior, vol. 7, no. 1, pp. 59–80, Mar. 1975.

[18] D. V. Canter, The Psychology of Place. Palgrave Macmillan, 1977.

[19] F. Careri, Walkscapes (Land & Scape Series) (English/Spanish Edition), 1st. ed. Editorial Gustavo Gili SL, 2002.


[21] F. L. Cecla, Perdersi ; l’uomo senza ambiente (Saggi tascabili Laterza), 1a ed. Laterza, 1988.

[22] M. Cha, H. Haddadi, F. Benevenuto, and K. P. Gummadi, “Measuring user influence in twitter: The million follower fallacy,” in 4th International AAAI Conference on Weblogs and Social Media (ICWSM), 2010, pp. 10–17.

[23] S. Chandrasekaran, O. Cooper, A. Deshpande, M. J. Franklin, J. M. Hellerstein, W. Hong, S. Krishnamurthy, S. R. Madden, F. Reiss, and M. A. Shah, “TelegraphCQ: continuous dataflow processing,” in Proceedings of the 2003 ACM SIGMOD international conference on Management of data, 2003, pp. 668–668.

[24] J. Cheshire and M. Batty, “Visualisation tools for understanding big data,” Environment and Planning B: Planning and Design, vol. 39, no. 3, pp. 413–415, 2012.

[25] Christian MArc Schmidt, “Invisible Cities: Representing Social Networks in an Urban Context.”

[26] J. Cohen, “Cyberspace as/and Space,” 2006.

[27] N. Coulombel, “Residential choice and household behavior : State of the Art.” .

[28] J. W. Crampton and J. Krygier, “An introduction to critical cartography,” ACME: An international e-journal for critical geographies, vol. 4, no. 1, pp. 11–33, 2005.

[29] D. J. Crandall, L. Backstrom, D. Huttenlocher, and J. Kleinberg, “Mapping the world’s photos,” in Proceedings of the 18th international conference on World wide web, 2009, pp. 761–770.

[30] J. Cranshaw, Raz Schwartz, Jason I. Hong, and Norman Sadeh, “The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City.” .

[31] E. Currid and S. Williams, “The geography of buzz: art, culture and the social milieu in Los Angeles and New York,” Journal of Economic Geography, vol. 10, no. 3, pp. 423–451, 2010.

[32] S. Custers and Lust lab, “Semantic Visual Text Abstract,” Rotterdam, 2011.

[33] J. Davis, P. Lin, A. Borning, B. Friedman, P. H. Kahn Jr., and P. A. Waddell, “Simulations for Urban Planning: Designing for Human Values,” Computer, vol. 39, no. 9, pp. 66–72, Sep. 2006.

[34] M. De Domenico, A. Lima, and M. Musolesi, “Interdependence and Predictability of Human Mobility and Social Interactions,” in Pervasive 2012, New Castle, 2012.

[35] A. Dennett,, “Global migration modelling: A review of key policy needs and research centres,” Great Britain, 2012.

[36] A. Dennett,, “Estimating flows between geographical locations: ‘get me started in’ spatial interaction modelling,” London, 2012.

[37] B. Dente, Le decisioni di policy. Il Mulino, 2011.

[38] W. Dickinson, “Paper 195-26.” .

[39] M. Dodge, R. Kitchin, and C. Perkins, Eds., The Map Reader: Theories of Mapping Practice and Cartographic Representation, 1st ed. Wiley, 2011.

[40] S. Dodge, R. Weibel, and A. K. Lautenschütz, “Towards a taxonomy of movement patterns,” Information Visualization, vol. 7, no. 3–4, pp. 240–252, 2008.

[41] P. F. Drucker, The Essential Drucker: The Best of Sixty Years of Peter Drucker’s Essential Writings on Management, 1ST ed. HarperBusiness, 2008.

[42] R. Eccles, T. Kapler, R. Harper, and W. Wright, “Stories in geotime,” in Visual Analytics Science and Technology, 2007. VAST 2007. IEEE Symposium on, 2007, pp. 19–26.

[43] S. Elwood, “Volunteered geographic information: key questions, concepts and methods to guide emerging research and practice,” GeoJournal, vol. 72, no. 3–4, pp. 133–135, Jul. 2008.

[44] V. Etter and et al, “BeenThere, Done That: What your Mobility Traces Reveal about your Behavior.,” in Pervasive 2012, Newcastle, Uk, 2012.

[45] A. S. Finkelberg, “Space, place, and database: layers of digital cartography,” Massachusetts Institute of Technology, Department of Comparative Media Studies, 2007.

[46] E. Fischer, See something or say something: Montreal. 2011.

[47] J. Frank, S. Mannor, and D. Precup, “Generating storylines from sensor data,” in Pervasive 2012, Newcastle, Uk, 2012.

[48] M. Garber, “Why the World’s Most Perfect News Tweet Is Kind of Boring,” The Atlantic, 10-Jun-2012. [Online]. Available: [Accessed: 11-Jun-2012].

[49] M. Garber, “Mars and Venus Online: How the Genders Differ in Their Use of Social Networks – Atlantic Mobile,” The Atlantic. [Online]. Available: [Accessed: 13-Jun-2012].

[50] J. Gehl, Life Between Buildings: Using Public Space, 6th ed. Island Press, 2011.

[51] J. J. Gibson, The Ecological Approach To Visual Perception, New ed. Psychology Press, 1986.

[52] F. Girardin, “Aspects of implicit and explicit human interactions with ubiquitous geographic information – PhD Thesis.” [Online]. Available: [Accessed: 20-Sep-2011].

[53] F. Girardin, A. Vaccari, A. Biderman, A. Gerber, and C. Ratti, “Quantifying urban attractiveness from the distribution and density of digital footprints,” International Journal of Spatial Data Infrastructures Research,, vol. 4, pp. 175–200, 2009.

[54] A. Giridharadas, “Going Online to Check in, Not Check Out,” The New York Times, 15-Jun-2012.

[55] S. A. Golder and S. Yardi, “Structural predictors of tie formation in twitter: Transitivity and mutuality,” in Social Computing (SocialCom), 2010 IEEE Second International Conference on, 2010, pp. 88–95.

[56] M. F. Goodchild, “Citizens as sensors: the world of volunteered geography,” GEOJOURNAL, pp. 211–221.

[57] M. F. Goodchild and D. G. Janelle, “Toward critical spatial thinking in the social sciences and humanities,” GeoJournal, vol. 75, no. 1, pp. 3–13, Jan. 2010.

[58] Goodchild, “citizens as sensors.” .

[59] A. Grafton and D. Rosenberg, Cartographies of Time: A History of the Timeline. Princeton Architectural Press, 2010.

[60] M. Graham, “Neogeography and the Palimpsests of Place: Web 2.0 and the Construction of a Virtual Earth,” Tijdschrift voor economische en sociale geografie, vol. 101, no. 4, pp. 422–436, 2010.

[61] M. Graham, “Time machines and virtual portals The spatialities of the digital divide,” Progress in Development Studies, vol. 11, no. 3, pp. 211–227, 2011.

[62] M. Graham and M. Zook, “Visualizing Global Cyberscapes: Mapping User-Generated Placemarks,” Journal of Urban Technology, vol. 18, no. 1, pp. 115–132, Jan. 2011.

[63] M. Graham and M. Zook, “Information Geographies: Online Power, Representation and Voice.” .

[64] M. Gustarini and W. Katarzyna, “Estimating People Perception of Intimacy in Daily Life from Context Data Collected with Their Mobile Phone,” in Pervasive 2012, Newcastle, Uk, 2012.

[65] M. Hacklay, “Neogeography and the delusion of democratisation,” Po Ve Sham – Muki Haklay’s personal blog. [Online]. Available: [Accessed: 25-Jun-2012].

[66] R. L. Harris, Information Graphics: A Comprehensive Illustrated Reference, 1st ed. Oxford University Press, USA, 2000.

[67] C. Hassan, M. Mean, and C. Tims, The dreaming city: Glasgow 202 and the power of mass imagination. London: DEMOS, 2007.

[68] R. Hausmann and et al., “The atlas of economic complexity mapping paths to prosperity.” Draft, 2011.

[69] Hausmann, Hidalgo, and et al., “The Atlas of Economic complexity,” Harvard University, 2011.

[70] J. Heer and B. Shneiderman, “Interactive Dynamics for Visual Analysis,” Queue, vol. 10, no. 2, p. 30, 2012.

[71] L. Hollenstein and R. Purves, “Exploring place through user-generated content: Using Flickr tags to describe city cores,” Journal of Spatial Information Science, no. 1, pp. 21–48, 2012.

[72] J. Howe, “How Hashtags and Social Media Can Bring Megacorporations to Their Knees – Atlantic Mobile,” The Atlantic. [Online]. Available: [Accessed: 16-Jun-2012].

[73] C.-M. Huang, J. Jia-Ching Ying, and V. S. Tseng, “Mining Users’ Behaviors and Environments for Semantic Place Prediction,” in Pervasive 2012, Newcastle, Uk, 2012.

[74] A. Hudson-Smith, A. Crooks, M. Gibin, R. Milton, and M. Batty, “NeoGeography and Web 2.0: concepts, tools and applications,” Journal of Location Based Services, vol. 3, no. 2, pp. 118–145, Jun. 2009.

[75] T. Inns, Designing for the 21st Century, Interdisciplinary methods and findings. Farnham England: Gower, 2010.

[76] F. Jacobs, Strange Maps: An Atlas of Cartographic Curiosities, First ed. Studio, 2009.

[77] J. Jacobs, The Death and Life of Great American Cities. Vintage, 1992.

[78] F. Jameson, Postmodernism, or, The Cultural Logic of Late Capitalism. Duke University Press Books, 1990.

[79] W. L. Kaiser, “How Maps Change Things: A conversation about the maps we choose and the world we want.,” New Internationalist, 2012.

[80] A. Kalandides, “Place Branding and Place Identity: an integrated approach,” tafter journal, vol. 43, 2012.

[81] M. J. Kelley, “The emergent urban imaginaries of geosocial media,” GeoJournal, Nov. 2011.

[82] R. Klanten, Data Flow 2: Visualizing Information in Graphic Design. Die Gestalten Verlag, 2010.

[83] R. Klanten, N. Bourquin, S. Ehmann, and F. van Heerden, Data Flow: Visualising Information in Graphic Design. Die Gestalten Verlag, 2008.

[84] R. Klanten, S. Ehmann, and F. Schulze, Visual Storytelling: Inspiring a New Visual Language. Gestalten, 2011.

[85] P. Klee, S. Moholy-Nagy, N. Gallery, H. G. Kallweit, and S. C. (New Y. S. Library), Pedagogical sketchbook. Frederick A. Praeger, 1953.

[86] B. Latour and E. Hermant, “Paris: invisible city,” Retrieved March, vol. 1, p. 2007, 2006.

[87] J. K. Laurila and et al., “The Mobile Data Challenge: Big Data for Mobile Computing Research,” in Pervasive 2012, Newcastle, Uk, 2012.

[88] E. Lew, “The Power of Place: The Application of Environmental Psychology in Urban Planning,” Urban Action: A Journal of Urban Affairs, vol. 2006, pp. 30–34, 2006.

[89] M. Lima, Visual Complexity: Mapping Patterns of Information. Princeton Architectural Press, 2011.

[90] J. Lin and G. Mishne, “A Study of ‘Churn’ in Tweets and Real-Time Search Queries (Extended Version).”May-2012.

[91] P. A. Longley, M. Goodchild, D. J. Maguire, and D. W. Rhind, Geographic Information Systems and Science, 3rd ed. Wiley, 2010.

[92]   kevin lynch and  georgy kepes, “the form of the city.pdf.”

[93] K. Lynch, The Image of the City. The MIT Press, 1960.

[94] A. Mac-Eachren and M.-J. Kraak, “Exploratory cartographic visualization: advancing the agenda,” Computers and Geosciences, vol. 23, no. 4, pp. 335–343, 1997, 1997.

[95] A. M. MacEachren, C. A. Brewer, and L. W. Pickle, “Visualizing georeferenced data: representing reliability of health statistics,” Environment and Planning A, vol. 30, pp. 1547–1562, 1998.

[96] F. Manfredini, P. Pucci, and P. Tagliolato, “Mobile phone network data. New sources for urban studies?” .

[97] L. Manovich, “The Practice of Everyday <Media> Life: Tactics as Strategies: From Mass Consumption to Mass <Cultural> Production, Conversations through Media.” 2008.

[98] A. E. Marwick and  d. boyd, “I tweet honestly, I tweet passionately: Twitter users, context collapse, and the imagined audience,” New Media & Society, vol. 13, no. 1, pp. 114–133, Jul. 2010.

[99] M. McCullough, Digital Ground: Architecture, Pervasive Computing, and Environmental Knowing, New Ed. The MIT Press, 2005.

[100] J. McInerney, S. Stein, A. Rogers, and R. N. Jennings, “Exploring Periods of Low Predictability in Daily Life Mobility,” in Pervasive 2012, New Castle, 2012.

[101] Micheal Betty and et al, “Entropy, Complexity and Spatial Information.” .

[102] W. Mitchell, Placing words : symbols, space, and the city. Cambridge  Mass. [u.a.]: MIT Press, 2005.

[103] E. Morand, L. Toulemon, S. Pennec, R. Baggio, and F. Billari, “Demographic modelling: the state of the art,” SustainCity Working Paper, 2.1 a, Ined, Paris, 2010.

[104] H. Motulsky, Intuitive biostatistics, vol. 173. Oxford University Press New York, 1995.

[105] M. Netzband, W. Stefanov, and C. L. Redman, Applied remote sensing for urban planning, governance and sustainability. Springer Verlag, 2007.

[106] A. Noulas and et al, “A Tale of Many Cities: Universal Patterns in Human Urban Mobility,” PLoS ONE, vol. 7(5), no. e37027, 2012.

[107] A. J. O’Malley, S. Arbesman, D. M. Steiger, J. H. Fowler, and N. A. Christakis, “Egocentric Social Network Structure, Health, and Pro-Social Behaviors in a National Panel Study of Americans,” PLoS ONE, vol. 7, no. 5, p. e36250, May 2012.

[108] C. Outram, “CITY-SENSE Constructing an Image of the City through GEO-tagged data on the web,” Theory of City Form 4.214J, 2008.

[109] T. Owen, “I Tweet, Therefore I Am,” Gawker. [Online]. Available: [Accessed: 18-Jun-2012].

[110] B. PATRICK and G. TAYLOR, “Urban Digitalism: Place as Defined by Digital Social Network Interactions.”

[111] D. W. PhD, Rethinking the Power of Maps, 1st ed. The Guilford Press, 2010.

[112] J. Pickles, A History of Spaces: Cartographic Reason, Mapping and the Geo-Coded World, 1st ed. Routledge, 2003.

[113] S. Quadri, “fuori servizio, come cambiano i comportamenti quando qualcosa si guasta,” UNIVERSITA’ DEGLI STUDI DI MILANO – BICOCCA, Milano, 2011.

[114] D. Quercia, D. Se ́aghdha, and J. Crowcroft, “Talk of the City: Our Tweets, Our Community Happiness.” .

[115] J. Raban, Soft City: A Documentary Exploration of Metropolitan Life. Harvill Press, 1998.

[116] T. Rattenbury, N. Good, and M. Naaman, “Towards automatic extraction of event and place semantics from flickr tags,” in Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, New York, NY, USA, 2007, pp. 103–110.

[117] C. Ratti, “Cities in transformation- toward an intelligent future,” The World Economic Forum. [Online]. Available: [Accessed: 25-Jun-2012].

[118] J. Reades, F. Calabrese, A. Sevtsuk, and C. Ratti, “Cellular Census: Explorations in Urban Data Collection,” IEEE Pervasive Computing, vol. 6, no. 3, pp. 30–38, Jul. 2007.

[119] D. N. Reshef, Y. A. Reshef, H. K. Finucane, S. R. Grossman, G. McVean, P. J. Turnbaugh, E. S. Lander, M. Mitzenmacher, and P. C. Sabeti, “Detecting Novel Associations in Large Data Sets,” Science, vol. 334, no. 6062, pp. 1518 –1524, Dec. 2011.

[120] J. J. Reyes Nuñez, “Ideas for the use of Chernoff faces in school cartography,” The World’s geo-spatial solutions, 2009.

[121] R. J. Rosen, “Where Do the World’s Tweets Come From?,” The Atlantic, 29-Jun-2012. [Online]. Available: [Accessed: 04-Jul-2012].

[122] T. Sauer, Notations 21. Mark Batty Publisher, 2009.

[123] A. for C. M. S. I. G. on Security, Audit, and Control, Proceedings of the ACM Workshop on Privacy in the Electronic Society:(in association with 9th ACM Conference on Computer and Communications Security): Washington, DC, USA, November 21, 2002. Association for Computing Machinery, 2002.

[124] E. Segel and J. Heer, “Narrative visualization: Telling stories with data,” Visualization and Computer Graphics, IEEE Transactions on, vol. 16, no. 6, pp. 1139–1148, 2010.

[125] V. Shankarnarayan, “A Room of One’s Own: Making,” Carleton University, 2000.

[126] T. Shelton, M. Zook, and M. Graham, “The Technology of Religion: Mapping Religious Cyberscapes,” The Professional Geographer, p. 111020090140008, Oct. 2011.

[127] M. Shepard, Ed., Sentient City: Ubiquitous Computing, Architecture, and the Future of Urban Space. The MIT Press, 2011.

[128] P. Ši\djanin, “On Lynch’s and post-Lynchians theories,” Facta universitatis-series: Architecture and Civil Engineering, vol. 5, no. 1, pp. 61–69, 2007.

[129] D. Silver, T. N. Clark, and L. Rothfield, “A theory of scenes,” Manuscript, University of Chicago). Retrieved from http://tnc. research. googlepages. com/atheoryofscenes, 2007.

[130] N. Singer, “Mission Control, Built for Cities I.B.M. Takes ‘Smarter Cities’ Concept to Rio de Janeiro,” New York Times, New York, NY, USA, 2012.

[131] A. Slingsby, R. Beecham, and J. Wood, “Visual analysis of social networks in space and time,” in Pervasive 2012, Newcastle, Uk, 2012.

[132] K. Snyder, “Putting Democracy Front and Center,” Planning, vol. 72, no. 7, Jul. 2006.

[133] D. H. Sova, J. Nielsen, and N. N. Group, 233 Tips and Tricks for Recruiting Users as Participants in Usability Studies. Nielsen Norman Group, 2008.

[134] J. G. Spinelli and Y. Zhou, “Mapping Quality of Life with Chernoff Faces,” Journal of American Statistical Association, 1979.

[135] H.-J. Stark, “Quality assurance of crowdsourced geocoded address-data within OpenAddresses Concepts and Implementation,” Master of Science, Master of Science (Geographical Information Science & Systems) – MSc (GISc), Salzburg, 2010.

[136] A. Stefanidis, A. Crooks, and J. Radzikowski, “Harvesting ambient geospatial information from social media feeds,” GeoJournal, Dec. 2011.

[137] Y. Takhteyev, A. Gruzd, and B. Wellman, “Geography of Twitter networks,” Social Networks, vol. 34, no. 1, pp. 73–81, Jan. 2012.

[138] K. E. Thomas and S. Sripada, “Atlas. txt: linking geo-referenced data to text for NLG,” in Proceedings of the Eleventh European Workshop on Natural Language Generation, 2007, pp. 163–166.

[139] K. E. Thomas and S. Sripada, “What’s in a message?: interpreting geo-referenced data for the visually-impaired,” in Proceedings of the Fifth International Natural Language Generation Conference, 2008, pp. 113–120.

[140] H. Tokuda, M. Beigl, A. Friday, A. J. B. Brush, and Y. Tobe, Eds., Pervasive Computing: 7th International Conference, Pervasive 2009, Nara, Japan, May 11-14, 2009, Proceedings, 1st ed. Springer, 2009.

[141] M. Tory and T. Moller, “Rethinking visualization: A high-level taxonomy,” in Information Visualization, 2004. INFOVIS 2004. IEEE Symposium on, 2004, pp. 151–158.

[142] E. Tromp, “Multilingual Sentiment Analysis on Social Media,” Master’s thesis, Dept. Computer Science, Eindhoven University of Technology, 2011.

[143] E. R. Tufte, Envisioning Information. Graphics Pr, 1990.

[144] E. R. Tufte, Visual Explanations: Images and Quantities, Evidence and Narrative. Graphics Press, 1997.

[145] E. R. Tufte, The Visual Display of Quantitative Information, 2nd ed. Graphics Pr, 2001.

[146] E. R. Tufte, Beautiful Evidence, 1St ed. Graphics Pr, 2006.

[147] K. Varnelis, Ed., Networked Publics. The MIT Press, 2008.

[148] G. Veletsianos, Emerging technologies in distance education. Au Press, 2010.

[149] T. Venturini, “Piccola introduzione alla cartografia delle controversie,” Etnografia e ricerca qualitativa, vol. 1, no. 3, pp. 369–394, 2008.

[150] J. Wellemeyer, “A Tactical Withdrawal from the War on Drugs,” CURRENT, p. 101, 2009.

[151] W. H. Whyte, The Social Life of Small Urban Spaces. Project for Public Spaces Inc, 2001.

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[154] D. Wood, Everything Sings: Maps for a Narrative Atlas, First. Siglio, 2010.

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[156] S. Yardi and D. Boyd, “Tweeting from the town square: Measuring geographic local networks,” in Proceedings of the International Conference on Weblogs and Social Media, 2010, pp. 194–201.

[157] N. Yau, Visualize This: The FlowingData Guide to Design, Visualization, and Statistics, 1st ed. Wiley, 2011.

[158] A. Zaera Polo and et al., “Localizing Networks: Physical Terminals for Web 2.0 Engines, (Reader),” in Berlage Institute Masterclass Reader, Rotterdam, 2012.

[159] M. Zook and M. Graham, “From cyberspace to DigiPlace: Visibility in an age of information and mobility,” Societies and cities in the age of instant access, pp. 241–254, 2007.

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About giorgia lupi

1981 I am an architect that never built any house (luckily). I work with information, designing, researching and drawing a lot. I am co-founder ad design director at Accurat ( I am a PhD student at Milan Politecnico (

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