Designing What’s News: An Ethnography of a Personalization Algorithm and the Data-Driven (Re)Assembling of the News

References

• Adar, Eytan, Carolyn Gearig, Ayshwarya Balasubramanian, and Jessica Hullman. 2017. “PersaLog: Personalization of News Article Content.” In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 3188–3200. Denver Colorado USA: ACM.
   Google Scholar
• Ali, Waleed, and Mohamed Hassoun. 2019. “Artificial Intelligence and Automated Journalism: Contemporary Challenges and New Opportunities.” International Journal of Media, Journalism and Mass Communications 5 (1): 40–49. https://doi.org/10.20431/2454-9479.0501004.
   Google Scholar
• Altheide, David. 1976. Creating Reality: How Television News Distorts Events. Beverly Hills: CA: Sage Publications.
   Google Scholar
• Anderson, C. W. 2011. “Between Creative and Quantified Audiences: Web Metrics and Changing Patterns of Newswork in Local US Newsrooms.” Journalism 12 (5): 550–566.
   Web of Science ®Google Scholar
• Anderson, C. W., and Juliette De Maeyer. 2015. “Objects of Journalism and the News.” Journalism 16 (1): 3–9.
   Web of Science ®Google Scholar
• Anderson, C. W., and Daniel Kreiss. 2013. “Black Boxes as Capacities for and Constraints on Action: Electoral Politics, Journalism, and Devices of Representation.” Qualitative Sociology 36 (4): 365–382.
   Web of Science ®Google Scholar
• Ang, Ien. 2002. Desperately Seeking the Audience. Hoboken: Taylor and Francis.
   Google Scholar
• Arsenault, Amelia H. 2017. “The Datafication of Media: Big Data and the Media Industries.” International Journal of Media & Cultural Politics 13 (1): 7–24.
   Web of Science ®Google Scholar
• Bodó, Balázs. 2019. “Selling News to Audiences – a Qualitative Inquiry into the Emerging Logics of Algorithmic News Personalization in European Quality News Media.” Digital Journalism 7 (8): 1054–1075.
   Web of Science ®Google Scholar
• Brandt, Eva, Jörn Messeter, and Thomas Binder. 2008. “Formatting Design Dialogues – Games and Participation.” CoDesign 4 (1): 51–64.
   Google Scholar
• Braun, Joshua A. 2015. This Program is Brought to You by…: Distributing Television News Online. London: Yale University Press.
   Google Scholar
• Breed, Warren. 1955. “Social Control in the Newsroom: A Functional Analysis.” Social Forces 33 (4): 326–335.
   Web of Science ®Google Scholar
• Bruns, Axel. 2019. Are Filter Bubbles Real? Cambridge, UK: Polity Press.
   Google Scholar
• Bucher, Taina. 2013. “The Friendship Assemblage: Investigating Programmed Sociality.” Television & New Media 14 (6): 479–493.
   Web of Science ®Google Scholar
• Bucher, Taina. 2017. “Machines Don’t Have Instincts”: Articulating the Computational in Journalism.” New Media & Society 19 (6): 918–933. https://doi.org/10.1177/1461444815624182.
   Web of Science ®Google Scholar
• Bucher, Taina. 2018. “Neither Black nor Box: (Un)Knowing Algorithms.” In If…Then: Algorithmic Power and Politics. Oxford: Oxford University Press. https://oxford.universitypressscholarship.com/view/10.1093/oso/9780190493028.001.0001/oso-9780190493028-chapter-3.
   Google Scholar
• Callon, Michel. 2007. “What Does It Mean to Say That Economics is Performative?.” In Do Economists Make Markets?: On the Performativity of Economics, edited by Donald MacKenzie, Fabian Muniesa, and Lucia Siu, 311–357. New York: Princeton University Press.
   Google Scholar
• Carlson, Matt. 2015. “The Robotic Reporter: Automated Journalism and the Redefinition of Labor, Compositional Forms, and Journalistic Authority.” Digital Journalism 3 (3): 416–431.
   Web of Science ®Google Scholar
• Carlson, Matt. 2018. “Automating Judgment? Algorithmic Judgment, News Knowledge, and Journalistic Professionalism.” New Media & Society 20 (5): 1755–1772. https://doi.org/10.1177/1461444817706684.
   Web of Science ®Google Scholar
• Christin, Angèle. 2020. Metrics at Work: Journalism and the Contested Meaning of Algorithms. New York: Princeton University Press.
   Google Scholar
• Colleoni, Elanor, Alessandro Rozza, and Adam Arvidsson. 2014. “Echo Chamber or Public Sphere? Predicting Political Orientation and Measuring Political Homophily in Twitter Using Big Data.” Journal of Communication 64 (2): 317–332.
   Web of Science ®Google Scholar
• Cottle, Simon. 2000. “New(s) Times: Towards a “Second Wave” of News Ethnography.” Communications 25 (1): 19–42.
   Google Scholar
• Deuze, Mark, and Tamara Witschge. 2018. “Beyond Journalism: Theorizing the Transformation of Journalism.” Journalism (London, England) 19 (2): 165–181.
   PubMedGoogle Scholar
• Dewalt, K., and B. Dewalt. 2011. Participant Observation: A Guide for Fieldworker. Lanham, MD: Rowman & Littlefield.
   Google Scholar
• Diakopoulos, Nicholas. 2015. “Algorithmic Accountability: Journalistic Investigation of Computational Power Structures.” Digital Journalism 3 (3): 398–415.
   Web of Science ®Google Scholar
• Diakopoulos, Nicholas, and Michael Koliska. 2017. “Algorithmic Transparency in the News Media.” Digital Journalism 5 (7): 809–828.
   Web of Science ®Google Scholar
• Epstein, Edward Jay. 2000. News from Nowhere. Television and the News. Chicago: Ivan R. Dee.
   Google Scholar
• Fenton, Natalie. 2010. “Drowning or Waving? New Media, Journalism and Democracy.” In New Media, Old News: Journalism & Democracy in the Digital Age, edited by Natalie Fenton, 3–16. London: SAGE Publications Ltd. https://doi.org/10.4135/9781446280010.n1.
   Google Scholar
• Fishman, Mark. 1988. Manufacturing the News. Austin, TX: University of Texas Press.
   Google Scholar
• Flaxman, Seth, Sharad Goel, and Justin M. Rao. 2016. “Filter Bubbles, Echo Chambers, and Online News Consumption.” Public Opinion Quarterly 80 (S1): 298–320.
   Web of Science ®Google Scholar
• Gans, Herbert J. 2004. “Deciding What’s News: A Study of CBS Evening News, NBC Nightly News, Newsweek, and Time.” Northwestern University Press.
   Google Scholar
• Geertz, Clifford. 1973. “Thick Description: Towards an Interpretative Theory of Culture.” In The Interpretation of Cultures, edited by Clifford Geertz, 310–323. New York: Basic Books, Inc.
   Google Scholar
• Gibbs, G. 2007. Analysing Qualitative Data. Los Angeles: SAGE.
   Google Scholar
• Gillespie, Tarleton. 2014. “The Relevance of Algorithms.” In Media Technologies, edited by Tarleton Gillespie, Pablo J. Boczkowski, and Kirsten A. Foot, 167–194. Cambridge, MA: The MIT Press. https://doi.org/10.7551/mitpress/9780262525374.003.0009.
   Google Scholar
• Guzman, Andrea L., and Seth C. Lewis. 2020. “Artificial Intelligence and Communication: A Human–Machine Communication Research Agenda.” New Media & Society 22 (1): 70–86.
   Web of Science ®Google Scholar
• Hartley, Jannie Møller. 2011a. “Radikalisering af Kampzonen: en Analyse af Netjournalistisk Praksis og Selvforståelse i Spaendingsfeltet Mellem Idealer og Publikum.” PhD Thesis., Roskilde, Denmark: Roskilde University Centre. https://forskning.ruc.dk/da/publications/radikalisering-af-kampzonen-en-analyse-af-netjournalistisk-praksi.
   Google Scholar
• Hartley, Jannie Møller. 2011b. “Routinizing Breaking News: Categories and Hierarchies in Danish Online Newsrooms.” In Making Online News: Newsroom Ethnography in the Second Decade of Internet Journalism, edited by David Domingo and E. Paterson, 73–87. Bern: Peter Lang.
   Google Scholar
• Hartley, Jannie Møller. 2013. “The Online Journalist between Ideals and Audiences: Towards a (More) Audience-Driven and Source-Detached Journalism?” Journalism Practice 7 (5): 572–587.
   Google Scholar
• Helberger, Natali. 2019. “On the Democratic Role of News Recommenders.” Digital Journalism 7 (8): 993–1012.
   Web of Science ®Google Scholar
• Hess, David. 2001. “Ethnography and the Development of Science and Technology Studies.” In Handbook of Ethnography, edited by P Atkinson, A Coffey, S Delamont, J Lofland, and L Lofland, 234–245. London: SAGE Publications Ltd.
   Google Scholar
• Holm, Petter. 2007. “Which Way is up on Callon?.” In Do Economists Make Markets?: on the Performativity of Economics, edited by Donald A. MacKenzie, Fabian Muniesa, and Lucia Siu, 225–243. Princeton, NJ: Princeton University Press.
   Google Scholar
• Holtzhausen, Derina. 2016. “Datafication: Threat or Opportunity for Communication in the Public Sphere?’ Edited by Professor Andrea Catellani.” Journal of Communication Management 20 (1): 21–36.
   Web of Science ®Google Scholar
• Kavanagh, Donncha, Sean McGarraghy, and Séamas Kelly. 2015. “Ethnography in and around an Algorithm.” In 30th EGOS Colloquium: Sub-Theme 15:(SWG) Creativity, Reflexivity and Responsibility in Organizational Ethnography, Athens, Greece, 3–5 July 2015. http://researchrepository.ucd.ie/handle/10197/7348.
   Google Scholar
• Kennedy, Helen, Thomas Poell, and Jose van Dijck. 2015. “Data and Agency.” Big Data & Society 2 (2): 1–7.
   Web of Science ®Google Scholar
• Latour, Bruno. 1987. Science in Action: How to Follow Scientists and Engineers through Society. Cambridge, MA: Harvard University Press.
   Google Scholar
• Latour, Bruno. 2005. Reassembling the Social – an Introduction to Actor-Network-Theory | Bruno-Latour.Fr. New York: Oxford University Press.
   Google Scholar
• Laurent, Brice. 2016. “Political Experiments That Matter: Ordering Democracy from Experimental Sites.” Social Studies of Science 46 (5): 773–794.
   PubMed Web of Science ®Google Scholar
• Law, John. 2009. “Actor Network Theory and Material Semiotics.” In The New Blackwell Companion to Social Theory, edited by Bryan S. Turner, 141–158. Oxford, UK: Wiley-Blackwell.
   Google Scholar
• Lewis, Seth C., Andrea L. Guzman, and Thomas R. Schmidt. 2019. “Automation, Journalism, and Human–Machine Communication: Rethinking Roles and Relationships of Humans and Machines in News.” Digital Journalism 7 (4): 409–427.
   Web of Science ®Google Scholar
• McNair, Brian. 2018. “Journalism as Public Sphere.” In Journalism, edited by Tim P. Vos, 149–168. Berlin, Boston: De Gruyter. https://doi.org/10.1515/9781501500084-008.
   Google Scholar
• Milosavljević, Marko, and Igor Vobič. 2021. “Our Task is to Demystify Fears”: Analysing Newsroom Management of Automation in Journalism.” Journalism 22 (9): 2203–2221.
   Web of Science ®Google Scholar
• Mol, A. 2010. “Actor-Network Theory: Sensitive Terms and Enduring Tensions.” Kölner Zeitschrift Für Soziologie Und Sozialpsychologie. Sonderheft 50 (1): 253–269. https://dare.uva.nl/search?identifier=75bbc661-0a89-475a-9eef-8c8c5a2e9904.
   Google Scholar
• Mol, Annemarie. 2002. The Body Multiple: Ontology in Medical Practice. Durham, NC: Duke University Press.
   Google Scholar
• Mol, Annemarie, and John Law. 2004. “Embodied Action, Enacted Bodies: The Example of Hypoglycaemia.” Body & Society 10 (2–3): 43–62.
   Google Scholar
• Moser, Ingunn. 2008. “Making Alzheimer’s Disease Matter. Enacting, Interfering and Doing Politics of Nature.” Geoforum 39 (1): 98–110.
   Web of Science ®Google Scholar
• Muniesa, Fabian, Yuval Millo, and Michel Callon. 2007. “An Introduction to Market Devices.” The Sociological Review 55 (2_suppl): 1–12.
   Google Scholar
• Napoli, Philip M. 2014. “Automated Media: An Institutional Theory Perspective on Algorithmic Media Production and Consumption: Automated Media.” Communication Theory 24 (3): 340–360.
   Web of Science ®Google Scholar
• Newman, Nic. 2018. “Journalism, Media and Technology Trends and Predictions 2020.” The Reuters Institute for The Study of Journalism. https://www.digitalnewsreport.org/survey/2018/
   Google Scholar
• Newman, Nic. 2020. “Journalism, Media and Technology Trends and Predictions 2020.” The Reuters Institute for The Study of Journalism. https://www.digitalnewsreport.org/survey/2020/
   Google Scholar
• Neyland, Daniel, Norma Möllers. 2017. “Algorithmic IF… THEN Rules and the Conditions and Consequences of Power.” Information, Communication & Society 20 (1): 45–62.
   Web of Science ®Google Scholar
• Neyland, Daniel. 2015. “On Organizing Algorithms.” Theory, Culture & Society 32 (1): 119–132.
   Web of Science ®Google Scholar
• Neyland, Daniel. 2019. The Everyday Life of an Algorithm. Cham: Springer International Publishing.
   Google Scholar
• Pariser, Eli. 2011. The Filter Bubble: How the New Personalized Web is Changing What We Read and How We Think. New York: Penguin Press.
   Google Scholar
• Schapals, Aljosha Karim, and Colin Porlezza. 2020. “Assistance or Resistance? Evaluating the Intersection of Automated Journalism and Journalistic Role Conceptions.” Media and Communication 8 (3): 16–26.
   Web of Science ®Google Scholar
• Schlesinger, Philip. 1978. Putting Reality Together. London: Constable.
   Google Scholar
• Schwennesen, Nete. 2019. “Algorithmic Assemblages of Care: Imaginaries, Epistemologies and Repair Work.” Sociology of Health & Illness 41 (S1): 176–192.
   PubMedGoogle Scholar
• Shangyuan, Wu, Edson C. Tandoc, and Charles T. Salmon. 2019. “A Field Analysis of Journalism in the Automation Age: Understanding Journalistic Transformations and Struggles through Structure and Agency.” Digital Journalism 7 (4): 428–446.
   Web of Science ®Google Scholar
• Smith, Brent, and Greg Linden. 2017. “Two Decades of Recommender Systems at Amazon.Com.” IEEE Internet Computing 21 (3): 12–18.
   Web of Science ®Google Scholar
• Sørensen, Jannick Kirk. 2019. “Public Service Media, Diversity and Algorithmic Recommendation: Tensions between Editorial Principles and Algorithms in European PSM Organizations.” In CEUR Workshop Proceedings, 2554:6–11. CEUR Workshop Proceedings. https://vbn.aau.dk/en/publications/public-service-media-diversity-and-algorithmic-recommendation-ten.
   Google Scholar
• Spöhrer, Markus, and Beate Ochsner, eds. 2016. Applying the Actor- Network Theory in Media Studies. Hershey, PA. IGI Global book series Advances in Media, Entertainment, and the Arts (AMEA).
   Google Scholar
• Spradley, James. 1979. The Ethnogrpahic Interview. New York: Holt, Rinehart & Winston.
   Google Scholar
• Tandoc, Edson C. 2014. “Journalism is Twerking? How Web Analytics is Changing the Process of Gatekeeping.” New Media & Society 16 (4): 559–575.
   Web of Science ®Google Scholar
• Thurman, Neil, and Steve Schifferes. 2012. “The Future of Personalization at News Websites: Lessons from a Longitudinal Study.” Journalism Studies 13 (5–6): 775–790.
   Web of Science ®Google Scholar
• Thurman, Neil. 2011. “Making “the Daily Me”: Technology, Economics and Habit in the Mainstream Assimilation of Personalized News.” Journalism 12 (4): 395–415.
   Web of Science ®Google Scholar
• Tuchman, Gaye. 1973. “Making News by Doing Work: Routinizing the Unexpected.” American Journal of Sociology 79 (1): 110–131.
   Web of Science ®Google Scholar
• Tunstall, Jeremy. 1971. Journalists at Work: Specialist Correspondents: Their News Organizations, News Sources, and Competitor-Colleagues. London: Constable.
   Google Scholar
• Van Den Eede, Yoni. 2015. “Tracing the Tracker.” In Postphenomenological Investigations: Essays on Human-Technology Relations, edited by Robert Rosenberger and Peter P. C. C. Verbeek, 143–158. Lanham: Lexington Books. https://research.utwente.nl/en/publications/postphenomenological-investigations-essays-on-human-technology-re.
   Google Scholar
• Van Dijck, José, Thomas Poell, and Martijn de Waal. 2018. The Platform Society: Public Values in a Connective World. Oxford: Oxford University Press.
   Google Scholar
• Warner, Malcolm. 1971. “Organizational Context and Control of Policy in the Television Newsroom: A Participant Observation Study.” The British Journal of Sociology 22 (3): 283–294.
   Web of Science ®Google Scholar
• White, David Manning. 1950. “The “Gate Keeper”: A Case Study in the Selection of News.” Journalism Quarterly 27 (4): 383–390.
   Web of Science ®Google Scholar
• Willig, Ida. 2008. “Publicisme 2.0.” Information, May. https://forskning.ruc.dk/da/publications/publicisme-20.
   Google Scholar
• Willig, Ida. 2011. “The Journalistic Gut Feeling: Journalistic Doxa, News Habitus and Orthodox News Values.” In Cultural Meanings of News: A Text-Reader, edited by D. A. Berkowitz, 83–98. London: SAGE Publications.
   Google Scholar
• Woolgar, Steve, and Javier Lezaun. 2013. “The Wrong Bin Bag: A Turn to Ontology in Science and Technology Studies?” Social Studies of Science 43 (3): 321–340.
   Web of Science ®Google Scholar
• Yaneva, Albena. 2009. “Making the Social Hold: Towards an Actor-Network Theory of Design.” Design and Culture 1 (3): 273–288.
   Web of Science ®Google Scholar
• Zuiderveen Borgesius, Frederik J., Damian Trilling, Judith Möller, Balázs Bodó, Claes H. de Vreese, and Natali Helberger. 2016. “Should We Worry about Filter Bubbles?” Internet Policy Review 5 (1): 1–16.
   Web of Science ®Google Scholar