Big Data & Society

Papers
(The median citation count of Big Data & Society is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)
ArticleCitations
Toward cultural interpretability: A linguistic anthropological framework for describing and evaluating large language models155
“Make our communities better through data”: The moral economy of smart city labor122
Critical companionship: Some sensibilities for studying the lived experience of data subjects90
The multifaceted and situated data center imaginary of Dutch Twitter84
Situating data relations in the datafied home: A methodological approach83
Erratum to The digital life of the #migrantcaravan: Contextualizing Twitter as a spatial technology77
Towards a United Nations Internal Regulation for Artificial Intelligence62
Cooling down AI regulation controversies: Three closure processes in the Chilean legislative arena53
Artificial intelligence as planetary assemblages of coloniality: The new power architecture driving a tiered global data economy48
Modeling COVID-19 with big mobility data: Surveillance and reaffirming the people in the data47
Repairing the harm: Toward an algorithmic reparations approach to hate speech content moderation47
Towards a political economy of technical systems: The case of Google47
Low on trust, high on use: Datafied media, trust and everyday life44
Data communism: Constructing a national data ecosystem41
Political affiliation moderates subjective interpretations of COVID-19 graphs40
Enacting data context: Fixing meaning in transparency data initiatives38
The corporate cultivation of digital resignation in policymaking: How weak US regulations enable data trafficking to China36
Ecological ethics and the smart circular economy36
Linguistic justice as a framework for designing, developing, and managing natural language processing tools35
Beyond artificial intelligence controversies: What are algorithms doing in the scientific literature?35
Learning accountable governance: Challenges and perspectives for data-intensive health research networks34
The valorization of interactions. Gift exchange, power and value creation on digital platforms29
‘Real-time’ air quality channels: A technology review of emerging environmental alert systems28
An alternative planetary future? Digital sovereignty frameworks and the decolonial option28
Organizing an “organizationless” protest campaign in the WeChatsphere27
Broken loops, open futures: The building and breaking of behavioural insurance27
Cities, COVID-19, and counting26
Digital/computational phenotyping: What are the differences in the science and the ethics?26
Clicks and particulates: Value, alienation, and attunement as unifying themes in big data studies25
New geographies of platform capitalism: The case of digital monopolization in Turkey25
Responding to unusual government request for user data: How tech companies make sense of human rights25
Reactionary sensemaking: Mapping the micropolitics of online oppositional subcultures24
Epistemologies of missing data: COVID dashboard builders and the production and maintenance of marginalized COVID data24
All WARC and no playback: The materialities of data-centered web archives research22
Clickbait or conspiracy? How Twitter users address the epistemic uncertainty of a controversial preprint21
Racial formations as data formations21
Digital marketing as digital methods: Repurposing Google Ads for controversy mapping21
Diversity and neocolonialism in Big Data research: Avoiding extractivism while struggling with paternalism21
Computational ethnography: A view from sociology21
Super SDKs: Tracking personal data and platform monopolies in the mobile21
Reading datasets: Strategies for interpreting the politics of data signification21
The after party: Cynical resignation in Adtech's pivot to privacy20
Machine Anthropology: A View from International Relations19
Data citizenship: Quantifying structural racism in COVID-19 and beyond18
The great Transformer: Examining the role of large language models in the political economy of AI18
The visible body and the invisible organization: Information asymmetry and college athletics data18
Data extraction in dockless bikeshare: An analysis from users’ perspective18
The perils of ‘tech for good’ lie in its politics of helping17
Que(e)rying artificial intelligence use for infectious disease surveillance: The need for a reparative algorithmic praxis17
The ethical dimensions of Google autocomplete16
Artificial intelligence, human intelligence and hybrid intelligence based on mutual augmentation16
Algorithmic governmentality in Latin America: Sociotechnical imaginaries, neocolonial soft power, and authoritarianism16
Addressing ethical gaps in ‘Technology for Good’: Foregrounding care and capabilities16
The problem with annotation. Human labour and outsourcing between France and Madagascar16
Health in data space: Formative and experiential dimensions of cross-border health data sharing16
Co-designing algorithms for governance: Ensuring responsible and accountable algorithmic management of refugee camp supplies16
The fabrics of machine moderation: Studying the technical, normative, and organizational structure of Perspective API15
Big data surveillance across fields: Algorithmic governance for policing & regulation15
Computational grounded theory revisited: From computer-led to computer-assisted text analysis15
Developing data capability with non-profit organisations using participatory methods15
Surface and Sublevel Hate15
The uncontroversial ‘thingness’ of AI15
Algorithmic management in a work context15
Local government cultural economy data practices and futures: Capacity, decision-making and partnerships15
Cleaning up data work: Negotiating meaning, morality, and inequality in a tech startup14
Algorithmic empowerment: A comparative ethnography of two open-source algorithmic platforms – Decide Madrid and vTaiwan14
“Big data see through you”: Sexual identifications in an age of algorithmic recommendation14
The data will not save us: Afropessimism and racial antimatter in the COVID-19 pandemic14
The city as a license: Design, rights and civics in a blockchain society13
“Governing the urban commons”: DLT, institutions, and citizens in perspective13
European artificial intelligence policy as digital single market making13
Digital epidemiology, deep phenotyping and the enduring fantasy of pathological omniscience13
Gender and the invisibility of care on Wikipedia13
Ethical scaling for content moderation: Extreme speech and the (in)significance of artificial intelligence13
Is it about “them”? leveraging big data research to understand anti-immigrant discourse13
Recording the ethical provenance of data and automating data stewardship13
Datafied ageing futures: Regimes of anticipation and participatory futuring12
Corrigendum to Racial formation, coloniality, and climate finance organizations: Implications for emergent data projects in the Pacific12
Doctors for the truth: Latin American antivaccine oppositional cultures on Telegram12
Datafication and the practice of intelligence production12
Disability data and its situational and contextual irrationalities in the Global South12
Accounting for “the social” in contact tracing applications: The paradox between public health governance and mistrust of government's data use12
Foundation models are platform models: Prompting and the political economy of AI12
Review bombing the platformed city: Contested political speech in online local reviews12
Performative innovation: Data governance in China's fintech industries12
Based and confused: Tracing the political connotations of a memetic phrase across the web12
Tradeoffs all the way down: Ethical abduction as a decision-making process for data-intensive technology development12
Deepening the data divide: Marginalised perspectives and non-profit priorities in Australian data sharing reforms12
Phenotyping as disciplinary practice: Data infrastructure and the interprofessional conflict over drug use in California11
Algorithmic configurations in caring arrangements11
Exploring the impact of national culture on the development of open government data: A cross-cultural analysis11
Deeply embedded wages: Navigating digital payments in data work11
‘Blockchain for good’: Exploring the notion of social good inside the blockchain scene11
In Palantir we trust? Regulation of data analysis platforms in public security11
Imaginaries of democratization and the value of open environmental data: Analysis of Microsoft's planetary computer11
The interplay of rational evaluation and motivated reasoning in privacy helplessness: An integrative approach10
‘What about the dads?’ Linking fathers and children in administrative data: A systematic scoping review10
Algorithmic probing: Prompting offensive Google results and their moderation10
AI as super-controversy: Eliciting AI and society controversies with an extended expert community in the UK10
Cognitive assemblages: The entangled nature of algorithmic content moderation10
European Search? How to counter-imagine and counteract hegemonic search with European search engine projects10
AI and discriminative decisions in recruitment: Challenging the core assumptions10
Leveraging blockchain for energy transition in urban contexts10
Interoperable and standardized algorithmic images: The domestic war on drugs and mugshots within facial recognition technologies10
Choreographing for public value in digital health?9
Synthetic ethnography: Field devices for the qualitative study of generative models9
The revolution that did not happen: Telematics and car insurance in the 2010s9
Cross-cultural narratives of weaponised artificial intelligence: Comparing France, India, Japan and the United States9
Chromium as a tool of logistical power: A material political economy of open-source9
Undermining competition, undermining markets? Implications of Big Tech and digital personal data for competition policy9
Stepping back from Data and AI for Good – current trends and ways forward9
The curious case of blockchain in rural China: Unravelling power, profit, and surveillance9
Prediction as extraction of discretion9
Mapping the discursive landscape of data activism: Articulations and actors in an emerging movement9
Freezing out: Legacy media's shaping of AI as a cold controversy8
Everyday digital traces8
Formally comparing topic models and human-generated qualitative coding of physician mothers’ experiences of workplace discrimination8
Algorithmic failure as a humanities methodology: Machine learning's mispredictions identify rich cases for qualitative analysis8
Diversity in sociotechnical machine learning systems8
Nothing new under the sun: Medical professional maintenance in the face of artificial intelligence's disruption8
Biometric identity systems in law enforcement and the politics of (voice) recognition: The case of SiiP8
Public views of the smart city: Towards the construction of a social problem8
Commercial genetic information and criminal investigations: The case for social privacy8
Design choices: Mechanism design and platform capitalism8
How platforms govern: Social regulation in digital capitalism8
Shapes and frictions of synthetic data8
Excavating awareness and power in data science: A manifesto for trustworthy pervasive data research8
Chinese sociotechnical imaginaries of Earth observation: From sight to foresight8
Justice, injustice, and artificial intelligence: Lessons from political theory and philosophy8
Trade-offs in AI assistant choice: Do consumers prioritize transparency and sustainability over AI assistant performance?7
Big data for official migration statistics: Evidence from 29 national statistical institutions7
The effectiveness of embedded values analysis modules in Computer Science education: An empirical study7
Strong or thin digital democracy? The democratic implications of Taiwan's open government data policy in the 2010s7
The politics of the NPC meme: Reactionary subcultural practice and vernacular theory7
Productive myopia: Racialized organizations and edtech7
Corrigendum to Spotify as a technology for integrating health, exercise and wellness practices into financialised capitalism7
Predictive privacy: Collective data protection in the context of artificial intelligence and big data7
Computational reparations as generative justice: Decolonial transitions to unalienated circular value flow7
On samples, data, and their mobility in biobanking: How imagined travels help to relate samples and data7
Ideological variation in preferred content and source credibility on Reddit during the COVID-19 pandemic7
Engaging citizens in experiments with computational analysis of patient stories: From unwarranted reductions to meaningful insights7
Ethnographic data in the age of big data: How to compare and combine7
Digital phenotyping and the (data) shadow of Alzheimer's disease7
The Datafication of #MeToo: Whiteness, Racial Capitalism, and Anti-Violence Technologies7
The unbearable (technical) unreliability of automated facial emotion recognition7
In search of ‘extra data’: Making tissues flow from personal to personalised medicine7
Situating AI policy: Controversies covered and the normalisation of AI7
Google, data voids, and the dynamics of the politics of exclusion7
For what it's worth. Unearthing the values embedded in digital phenotyping for mental health7
Deleterious consequences: How Google's original sociotechnical affordances ultimately shaped ‘trusted users’ in surveillance capitalism7
Editorial introduction: Towards a machinic anthropology7
When research is the context: Cross-platform user expectations for social media data reuse6
Digital phenotyping – Editorial6
‘Data saves lives’: Ideational-material drivers of health data journeys in the UK6
Investigating hybridity in artificial intelligence research6
Seeing like a driver: How workers repair, resist, and reinforce the platform's algorithmic visions6
Digital contact tracing in the pandemic cities: Problematizing the regime of traceability in South Korea6
States of computing: On government organization and artificial intelligence in Canada6
Algorithms and hegemony in the workplace: Negotiating design and values in an Italian television platform6
Beyond manifestos: Exploring how political campaigns use online advertisements to communicate policy information and pledges6
Yellow Techno-Peril: The ‘Clash of Civilizations’ and anti-Chinese racial rhetoric in the US–China AI arms race6
Capitalizing on transparency: Commercial surveillance and pharmaceutical marketing after the Physician Sunshine Act6
Controversing the datafied smart city: Conceptualising a ‘making-controversial’ approach to civic engagement6
From attention economy to cognitive lock-ins6
Participatory action research in critical data studies: Interrogating AI from a South–North approach6
Corrigendum to Machine Anthropology: A View from International Relations6
Ground truth tracings (GTT): On the epistemic limits of machine learning6
Mandatory age verification for pornography access: Why it can't and won't ‘save the children’6
“Too Soon” to count? How gender and race cloud notability considerations on Wikipedia6
The fabrication of synthetic data promises: Tracing emerging arenas of expectations and boundary work16
‘I’ve left enough data’: Relations between people and data and the production of surveillance6
The emergence of artificial intelligence ethics auditing6
Justitia ex machina: The impact of an AI system on legal decision-making and discretionary authority6
Surveillance capitalism and systemic digital risk: The imperative to collect and connect and the risks of interconnectedness6
Responsible AI literacy: A stakeholder-first approach5
Social determinants of health in the Big Data mode of population health risk calculation5
Expansive and extractive networks of Web35
The politics of constructing health data spaces: Border work and the stickiness of fragmentation5
Understanding user interactions and perceptions of AI risk in Singapore5
Artificial intelligence ethics by design. Evaluating public perception on the importance of ethical design principles of artificial intelligence5
Simulation and the reality gap: Moments in a prehistory of synthetic data5
Social data governance: From reflective practices to comparative synthesis5
A critical analysis of digital phenotyping and the neuro-digital complex in psychiatry5
Sounding out voice biometrics: Comparing and contrasting how the state and the private sector determine identity through voice5
FAIR data sharing: An international perspective on why medical researchers are lagging behind5
Conditional trust: Citizens’ council on data-driven media personalisation and public expectations of transparency and accountability5
Different types of COVID-19 misinformation have different emotional valence on Twitter5
Platform sub-imperialism5
After visibility: Data as a factor of production in Douyin e-commerce5
Online fraud detection: ‘In the moment’ digital accountability in a data-sensitive setting5
Web3 as ‘self-infrastructuring’: The challenge is how5
Emotional labour in the collaborative data practices of repurposing healthcare data and building data technologies5
Co-design and ethical artificial intelligence for health: An agenda for critical research and practice5
Corrigendum to Heritage transformations4
For a heterodox computational social science4
Corrigendum to Computational challenges to test and revitalize Claude Lévi-Strauss transformational methodology4
Dashboard design and the ‘datafied’ driving experience4
Sharenting and social media properties: Exploring vicarious data harms and sociotechnical mitigations4
In search of the citizen in the datafication of public administration4
The importance of algorithm skills for informed Internet use4
Data deprivations, data gaps and digital divides: Lessons from the COVID-19 pandemic4
Problem-solving? No, problem-opening! A method to reframe and teach data ethics as a transdisciplinary endeavour4
Digitalisation, democracy and the GDPR: The efforts of DPAs to defend democratic principles despite the limitations of the GDPR4
Communicative strategies for building public confidence in data governance: Analyzing Singapore's COVID-19 contact-tracing initiatives4
Artificial intelligence and personalization of insurance: Failure or delayed ignition?4
Because the machine can discriminate: How machine learning serves and transforms biological explanations of human difference4
Unveiling the layers of data activism: The organising of civic innovation to fight corruption in Brazil4
The world wide web of carbon: Toward a relational footprinting of information and communications technology's climate impacts4
Data arenas: The relational dynamics of data activism4
Algorithmic camouflage: Exploring the shadowbans imposed by algorithms to moderate the content of Chinese gay men4
Neither opaque nor transparent: A transdisciplinary methodology to investigate datafication at the EU borders4
Automated informed consent4
Outlier bias: AI classification of curb ramps, outliers, and context4
Learning machine learning: On the political economy of big tech's online AI courses4
How pro- and anti-abortion activists use encrypted messaging apps in post-Roe America4
Designing for justice in freelancing: Testing platform interventions to minimise discrimination in online labour markets4
Situating questions of data, power, and racial formation4
Taking a critical look at the critical turn in data science: From “data feminism” to transnational feminist data science4
The role of sensors in the production of smart city spaces4
After automation: Homelessness prioritization algorithms and the future of care labor4
Data as environment, environment as data: One Health in collaborative data-intensive science4
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