The ethics of smart cities and urban science

Software-enabled technologies and urban big data have become essential to the functioning of cities. Consequently, urban operational governance and city services are becoming highly responsive to a form of data-driven urbanism that is the key mode of production for smart cities. At the heart of data-driven urbanism is a computational understanding of city systems that reduces urban life to logic and calculative rules and procedures, which is underpinned by an instrumental rationality and realist epistemology. This rationality and epistemology are informed by and sustains urban science and urban informatics, which seek to make cities more knowable and controllable. This paper examines the forms, practices and ethics of smart cities and urban science, paying particular attention to: instrumental rationality and realist epistemology; privacy, datafication, dataveillance and geosurveillance; and data uses, such as social sorting and anticipatory governance. It argues that smart city initiatives and urban science need to be re-cast in three ways: a re-orientation in how cities are conceived; a reconfiguring of the underlying epistemology to openly recognize the contingent and relational nature of urban systems, processes and science; and the adoption of ethical principles designed to realize benefits of smart cities and urban science while reducing pernicious effects. This article is part of the themed issue ‘The ethical impact of data science’.

[1]  Anna A Berardi Against the Smart City , 2017 .

[2]  Barbara Martini,et al.  The Data Revolution. Big Data, Open Data, Data Infrastructures and Their Consequences , 2016 .

[3]  Jinyan Zang,et al.  Who Knows What About Me? A Survey of Behind the Scenes Personal Data Sharing to Third Parties by Mobile Apps , 2015 .

[4]  Tracey P. Lauriault,et al.  Knowing and governing cities through urban indicators, city benchmarking and real-time dashboards , 2015 .

[5]  Chris Arney Social Physics: How Good Ideas Spread - the Lessons from a New Science , 2014 .

[6]  Daniel Castro,et al.  Setting the Record Straight: De-Identification Does Work , 2014 .

[7]  Helen Nissenbaum,et al.  Big Data’s End Run around Anonymity and Consent , 2014, Book of Anonymity.

[8]  Katherine J. Strandburg,et al.  Monitoring, Datafication and Consent: Legal Approaches to Privacy in the Big Data Context , 2014 .

[9]  Shannon Mattern Methodolatry and the Art of Measure , 2013 .

[10]  M. Batty The New Science of Cities , 2013 .

[11]  Anthony Townsend,et al.  Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia , 2013 .

[12]  K. Crawford,et al.  Big Data and Due Process: Toward a Framework to Redress Predictive Privacy Harms , 2013 .

[13]  R. Kitchin,et al.  The real-time city? Big data and smart urbanism , 2013, GeoJournal.

[14]  Agusti Solanas,et al.  The pursuit of citizens' privacy: a privacy-aware smart city is possible , 2013, IEEE Communications Magazine.

[15]  Ira S. Rubinstein,et al.  Big Data: The End of Privacy or a New Beginning? , 2013 .

[16]  César A. Hidalgo,et al.  Unique in the Crowd: The privacy bounds of human mobility , 2013, Scientific Reports.

[17]  Georgios K. Ouzounis,et al.  Smart cities of the future , 2012, The European Physical Journal Special Topics.

[18]  Omer Tene,et al.  Big Data for All: Privacy and User Control in the Age of Analytics , 2012 .

[19]  Vitaly Shmatikov,et al.  Myths and fallacies of "Personally Identifiable Information" , 2010, Commun. ACM.

[20]  Joe Flood,et al.  The Fires: How a Computer Formula, Big Ideas, and the Best of Intentions Burned Down New York City--and Determined the Future of Cities , 2010 .

[21]  Stephen Graham,et al.  Cities Under Siege: The New Military Urbanism , 2012 .

[22]  Krishna P. Gummadi,et al.  You are who you know: inferring user profiles in online social networks , 2010, WSDM '10.

[23]  H. R. Miller,et al.  The Data Avalanche is Here: Shouldn’t We Be Digging? , 2010 .

[24]  E. Ma Handbook of Research on Urban Informatics: The Practice and Promise of the Real-Time City , 2009 .

[25]  Steve Kelling,et al.  Data-Intensive Science: A New Paradigm for Biodiversity Studies , 2009 .

[26]  J. Berson Memory Practices in the Sciences (review) , 2009 .

[27]  Lada A. Adamic,et al.  Computational Social Science , 2009, Science.

[28]  Marcus Foth,et al.  Handbook of Research on Urban Informatics: The Practice and Promise of the Real-Time City , 2008 .

[29]  D. Helbing,et al.  Growth, innovation, scaling, and the pace of life in cities , 2007, Proceedings of the National Academy of Sciences.

[30]  P. W. Hunter,et al.  The politics of large numbers. A history of statistical reasoning , 2006 .

[31]  Rob Kitchin,et al.  Codes of Life: Identification Codes and the Machine-Readable World , 2004 .

[32]  S. Graham Software-sorted geographies , 2005 .

[33]  Wayne Parsons,et al.  Not just steering but weaving: Relevant knowledge and the craft of building policy capacity and coherence , 2004 .

[34]  B. Warf Splintering Urbanism: Networked Infrastructures, Technological Mobilities, and the Urban Condition , 2003 .

[35]  Jeremy W. Crampton,et al.  Cartographic Rationality and the Politics of Geosurveillance and Security , 2003 .

[36]  A. Desrosières,et al.  The Politics of Large Numbers: A History of Statistical Reasoning , 1999 .

[37]  Roger A. Clarke,et al.  Information technology and dataveillance , 1988, CACM.

[38]  Anne Buttimer,et al.  GRASPING THE DYNAMISM OF LIFEWORLD , 1976 .

[39]  R. F. Tomlinson,et al.  A Geographic Information System for Regional Planning , 1969 .

[40]  P. Haggett Locational analysis in human geography , 1967 .

[41]  Waldo R. Tobler,et al.  Automation and Cartography , 1959 .

[42]  Jéssica Cohen Villaverde Future Crimes: a journey to the dark side of technology - and how to survive it , 2017 .

[43]  Simon Marvin,et al.  Smart urbanism : utopian vision or false dawn? , 2016 .

[44]  M. Harwood,et al.  Invasion of the Data Snatchers: Big Data and the Internet of Things Means Surveillance of Everything , 2014 .

[45]  Evgeny V. Morozov,et al.  To Save Everything, Click Here: Technology, Solutionism and the Urge to Fix Problems that Don't Exist by E. Morozov, ed., , 2013, Inf. Polity.

[46]  Rita Raley,et al.  Dataveillance and Countervailance , 2013 .

[47]  Daniel J. Solove,et al.  Introduction: Privacy Self-Management and the Consent Dilemma , 2013 .

[48]  Lisa Gitelman,et al.  Data Bite Man: The Work of Sustaining a Long-Term Study , 2013 .

[49]  S. Elwood,et al.  Privacy, reconsidered: New representations, data practices, and the geoweb , 2011 .

[50]  Vitaly Shmatikov,et al.  Privacy and Security Myths and Fallacies of Personally Identifiable Information , 2010 .

[51]  D. Harvey Social Justice and the City , 2009 .

[52]  Charles Anderson,et al.  The end of theory: The data deluge makes the scientific method obsolete , 2008 .

[53]  Daniel J. Solove,et al.  'I've Got Nothing to Hide' and Other Misunderstandings of Privacy , 2007 .

[54]  Daniel J. Solove A Taxonomy of Privacy , 2006 .

[55]  Sarita Albagli,et al.  Memory Practices in the Sciences , 2008 .

[56]  J. Forrester Urban Dynamics , 1969 .