Infrastructures of tracking: Mapping the ecology of third-party services across top sites in the EU

Today, websites operate in a modular fashion, outsourcing the surveillance and datafication of users to outside companies, along with security functions, video hosting, and so on. These third-party services (TPSs) function as key enablers of the web, with respect to functionality and the monetization of user activity. Departing from critical data studies and media systems analysis, the article contributes to understanding TPS infrastructures by placing these in a wider context of markets, cultural differences and regulation. Through a study of top-150 websites from the 28 EU countries, the article demonstrates how the use of TPSs varies between different parts of the region and different types of sites, and traces this variation to issues of language, regulatory traditions and differences in online businesses. These insights may inform current debates about surveillance capitalism and big data, by linking different forms of commodification of users’ behavioural data to broader social and cultural structures.

[1]  V. Mosco political economy of communication , 1996 .

[2]  Greg Elmer,et al.  Profiling Machines: Mapping the Personal Information Economy , 2003 .

[3]  Robin Mansell,et al.  Political Economy, Power and New Media , 2004, New Media Soc..

[4]  P. Mancini,et al.  Comparing Media Systems: Conclusion , 2004 .

[5]  Jean-Loup Guillaume,et al.  Fast unfolding of communities in large networks , 2008, 0803.0476.

[6]  K. Baker,et al.  Toward Information Infrastructure Studies: Ways of Knowing in a Networked Environment , 2009 .

[7]  Balachander Krishnamurthy,et al.  WWW 2009 MADRID! Track: Security and Privacy / Session: Web Privacy Privacy Diffusion on the Web: A Longitudinal Perspective , 2022 .

[8]  Mike Mackrill Monitoring and Analysis , 2010 .

[9]  P. Nayar The New Media and Cybercultures Anthology , 2010 .

[10]  D. Boyd,et al.  CRITICAL QUESTIONS FOR BIG DATA , 2012 .

[11]  David Wetherall,et al.  Detecting and Defending Against Third-Party Tracking on the Web , 2012, NSDI.

[12]  Padraig Cunningham,et al.  Using tf-idf as an edge weighting scheme in user-object bipartite networks , 2013, ArXiv.

[13]  Jonathan Hardy Critical Political Economy of the Media , 2014 .

[14]  Steve Uhlig,et al.  Anatomy of the Third-Party Web Tracking Ecosystem , 2014, ArXiv.

[15]  V. Mosco To the Cloud: Big Data in a Turbulent World , 2014 .

[16]  J. Dijck Datafication, dataism and dataveillance: Big Data between scientific paradigm and ideology , 2014 .

[17]  Steve Uhlig,et al.  The Rise of Panopticons: Examining Region-Specific Third-Party Web Tracking , 2014, TMA.

[18]  Chris Peters,et al.  The daily you: How the new advertising industry is defining your identity and your worth , 2012, New Media Soc..

[19]  Rob Kitchin,et al.  Towards Critical Data Studies: Charting and Unpacking Data Assemblages and Their Work , 2014 .

[20]  Rob Kitchin,et al.  The data revolution : big data, open data, data infrastructures & their consequences , 2014 .

[21]  L. van der Velden The Third Party Diary: Tracking the trackers on Dutch governmental websites , 2014 .

[22]  Tyler Reigeluth Why data is not enough: Digital traces as control of self and self-control , 2014 .

[23]  Sven Engesser,et al.  Hallin and Mancini Revisited: Four Empirical Types of Western Media Systems , 2014 .

[24]  Frank A. Pasquale The Black Box Society: The Secret Algorithms That Control Money and Information , 2015 .

[25]  Timothy Libert,et al.  Exposing the Hidden Web: An Analysis of Third-Party HTTP Requests on 1 Million Websites , 2015, ArXiv.

[26]  Jordi Forné,et al.  You Never Surf Alone. Ubiquitous Tracking of Users' Browsing Habits , 2015, DPM/QASA@ESORICS.

[27]  David Stuart,et al.  The Data Revolution: Big Data, Open Data, Data Infrastructures and Their Consequences , 2015, Online Inf. Rev..

[28]  M. McAllister Critical Political Economy of the Media: An Introduction , 2015 .

[29]  Douglas A. Luke,et al.  A User’s Guide to Network Analysis in R , 2015 .

[30]  Reimagining Internet Geographies: A User-Centric Ethnological Mapping of the World Wide Web , 2015, J. Comput. Mediat. Commun..

[31]  Stine Lomborg,et al.  Self-tracking as communication , 2016 .

[32]  Craig M Dalton,et al.  Critical Data Studies: A dialog on data and space , 2016 .

[33]  L. Floridi,et al.  Data ethics , 2021, Effective Directors.

[34]  K. Crawford,et al.  Where are human subjects in Big Data research? The emerging ethics divide , 2016, Big Data Soc..

[35]  B. Loader,et al.  Understanding digital cultures , 2016 .

[36]  Steve Uhlig,et al.  Tracking Personal Identifiers Across the Web , 2016, PAM.

[37]  Mikkel Flyverbom Disclosing and concealing: internet governance, information control and the management of visibility , 2016 .

[38]  Kasper Lindskow Exploring Digital News Publishing Business Models: A Production Network Approach , 2016 .

[39]  Konstantina Papagiannaki,et al.  Like a Pack of Wolves: Community Structure of Web Trackers , 2016, PAM.

[40]  Federica Russo,et al.  Critical data studies: An introduction , 2016, Big Data Soc..

[41]  D. Nafus Quantified: Biosensing Technologies in Everyday Life , 2016 .

[42]  Deborah Lupton The Quantified Self: A Sociology of Self-Tracking , 2016 .

[43]  Sofia Ranchordás The Black Box Society: The Secret Algorithms That Control Money and Information , 2016 .

[44]  S. Milan Political Agency, Digital Traces, and Bottom-Up Data Practices , 2016 .

[45]  Klaus Bruhn Jensen,et al.  Speaking into the system: Social media and many-to-one communication , 2017 .

[46]  C. Fuchs The Information Economy and the Labor Theory of Value , 2017 .

[47]  Tauel Harper,et al.  The big data public and its problems: Big data and the structural transformation of the public sphere , 2017, New Media Soc..

[48]  J. Turow The Aisles Have Eyes: How Retailers Track Your Shopping, Strip Your Privacy, and Define Your Power , 2017 .

[49]  Mihaela Popescu,et al.  Big data analytics and the limits of privacy self-management , 2017, New Media Soc..

[50]  Tamar Sharon,et al.  From data fetishism to quantifying selves: Self-tracking practices and the other values of data , 2017, New Media Soc..

[51]  Anne Helmond Historical Website Ecology: Analyzing Past States of the Web Using Archived Source Code , 2017 .

[52]  Phoebe V. Moore Metric power , 2018 .

[53]  Stine Lomborg,et al.  The temporal flows of self-tracking: Checking in, moving on, staying hooked , 2018, New Media Soc..

[54]  Jun Zhao,et al.  Third Party Tracking in the Mobile Ecosystem , 2018, WebSci.

[55]  R. Nielsen,et al.  Changes in Third-Party Content on European News Websites after GDPR , 2018 .

[56]  Dorthe Brogård Kristensen,et al.  Co-evolving with self-tracking technologies , 2018, New Media Soc..

[57]  Jun Yu,et al.  Deconstructing datafication’s brave new world , 2018, New Media Soc..

[58]  Taina Bucher If...Then , 2018, Oxford Scholarship Online.

[59]  Arne Hintz,et al.  Prediction, pre-emption and limits to dissent: Social media and big data uses for policing protests in the United Kingdom , 2018, New Media Soc..

[60]  Mike Ananny,et al.  Seeing without knowing: Limitations of the transparency ideal and its application to algorithmic accountability , 2018, New Media Soc..

[61]  Natascha Just Governing online platforms: Competition policy in times of platformization , 2018, Telecommunications Policy.

[62]  M. Ruckenstein,et al.  Algorithms, advertising and the intimacy of surveillance , 2019, Journal of Cultural Economy.

[63]  Shoshana Zuboff The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power , 2019 .