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Big Data, new epistemologies and paradigm shifts

https://doi.org/10.1177/2053951714528481
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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The Elements of Statistical Learning
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-3-031-01899-2openalex-snapshot
Ensemble Methods in Data Mining
inferredcites →https://doi.org/10.1007/s10708-013-9516-8openalex-snapshot
The Real-Time City? Big Data and Smart Urbanism
inferredcites →https://doi.org/10.1007/s13347-012-0093-4openalex-snapshot
Big Data and Their Epistemological Challenge
inferredcites →https://doi.org/10.1016/j.shpsc.2011.10.001openalex-snapshot
Introduction: Making sense of data-driven research in the biological and biomedical sciences
inferredcites →https://doi.org/10.1016/j.shpsc.2011.10.009openalex-snapshot
Data-driven sciences: From wonder cabinets to electronic databases
inferredcites →https://doi.org/10.1063/1.3050879openalex-snapshot
The Structure of Scientific Revolutions
inferredcites →https://doi.org/10.1068/d378topenalex-snapshot
Codes of Life: Identification Codes and the Machine-Readable World
inferredcites →https://doi.org/10.1073/pnas.0610172104openalex-snapshot
Growth, innovation, scaling, and the pace of life in cities
inferredcites →https://doi.org/10.1080/1369118x.2012.678878openalex-snapshot
CRITICAL QUESTIONS FOR BIG DATA
inferredcites →https://doi.org/10.1086/606126openalex-snapshot
Critical ResponseI. Paratext and Genre System: A Response to Franco Moretti
inferredcites →https://doi.org/10.1097/00003246-199708000-00004openalex-snapshot
Data, data everywhere
inferredcites →https://doi.org/10.1111/j.1467-8306.1981.tb01346.xopenalex-snapshot
LETTING THE DATA SPEAK FOR THEMSELVES∗
inferredcites →https://doi.org/10.1111/j.1467-9787.2009.00641.xopenalex-snapshot
THE DATA AVALANCHE IS HERE. SHOULDN’T WE BE DIGGING?
inferredcites →https://doi.org/10.1111/j.1468-0149.1963.tb00813.xopenalex-snapshot
THE STRUCTURE OF SCIENTIFIC REVOLUTIONS
inferredcites →https://doi.org/10.1126/science.1167742openalex-snapshot
Computational Social Science
inferredcites →https://doi.org/10.1140/epjst/e2012-01703-3openalex-snapshot
Smart cities of the future
inferredcites →https://doi.org/10.1177/0309132519898786openalex-snapshot
Cities: Reimagining the Urban
inferredcites →https://doi.org/10.1177/2043820613513388openalex-snapshot
Big data and human geography
inferredcites →https://doi.org/10.1177/2043820613514321openalex-snapshot
Rethinking empirical social sciences
inferredcites →https://doi.org/10.1191/030913297673302122openalex-snapshot
Situating knowledges: positionality, reflexivities and other tactics
inferredcites →https://doi.org/10.1353/book13205openalex-snapshot
Social Justice and the City
inferredcites →https://doi.org/10.1525/bio.2009.59.7.12openalex-snapshot
Data-intensive Science: A New Paradigm for Biodiversity Studies
inferredcites →https://doi.org/10.1632/ade.149.20openalex-snapshot
The Closeness of Close Reading
inferredcites →https://doi.org/10.1632/adfl.41.3.8openalex-snapshot
The Closeness of Close Reading
inferredcites →https://doi.org/10.2200/s00240ed1v01y200912dmk002openalex-snapshot
Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions
inferredcites →https://doi.org/10.2307/1395245openalex-snapshot
Simians, Cyborgs and Women: The Reinvention of Nature
inferredcites →https://doi.org/10.2307/2076334openalex-snapshot
Simians, Cyborgs, and Women: The Reinvention of Nature.
inferredcites →https://doi.org/10.2307/213551openalex-snapshot
Social Justice and the City
inferredcites →https://doi.org/10.2307/25095630openalex-snapshot
Interchange: The Promise of Digital History
inferredcites →https://doi.org/10.4018/978-1-6684-3662-2.ch001openalex-snapshot
Understanding Big Data
inferredcites →https://doi.org/10.4135/9781446215432.n2openalex-snapshot
Positivistic Geographies and Spatial Science
inferredcites →https://doi.org/10.5749/minnesota/9780816677948.003.0047openalex-snapshot
Trending: The Promises and the Challenges of Big Social Data
inferredcites →https://doi.org/10.5860/choice.43-2646openalex-snapshot
Graphs, maps, trees: abstract models for a literary history
inferredcites →https://doi.org/10.5860/choice.49-3305openalex-snapshot
Data mining: concepts and techniques
inferredcites →https://doi.org/10.7551/mitpress/9302.003.0010openalex-snapshot
Data Bite Man: The Work of Sustaining a Long-Term Study

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.2139/ssrn.3239434openalex-extracted
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References
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Bibliography
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References
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Big Data in Archaeology
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inferred← citeshttps://doi.org/10.1007/978-3-031-08306-8_12openalex-snapshot
Digital Societies
inferred← citeshttps://doi.org/10.1007/978-3-031-11756-5_19openalex-snapshot
“Personal Influence” and Influencer Logic: A Theoretical and Methodological Comparison
inferred← citeshttps://doi.org/10.1007/978-3-031-16624-2_2openalex-snapshot
Computational Social Science for the Public Good: Towards a Taxonomy of Governance and Policy Challenges
inferred← citeshttps://doi.org/10.1007/978-3-031-16624-2_3openalex-snapshot
Data Justice, Computational Social Science and Policy
inferred← citeshttps://doi.org/10.1007/978-3-031-16624-2_4openalex-snapshot
The Ethics of Computational Social Science
inferred← citeshttps://doi.org/10.1007/978-3-031-16624-2_5openalex-snapshot
Modelling Complexity with Unconventional Data: Foundational Issues in Computational Social Science
inferred← citeshttps://doi.org/10.1007/978-3-031-20160-8_4openalex-snapshot
Harnessing Big Data for Business Innovation and Effective Business Decision Making
inferred← citeshttps://doi.org/10.1007/978-3-031-24193-2_10openalex-snapshot
How to Integrate Data Culture in HE: A Teaching Experience in a Digital Competence Course
inferred← citeshttps://doi.org/10.1007/978-3-031-25900-5_292-1openalex-snapshot
Big Data and Geography
inferred← citeshttps://doi.org/10.1007/978-3-031-25900-5_292-2openalex-snapshot
Big Data and Geography
inferred← citeshttps://doi.org/10.1007/978-3-031-25900-5_317-1openalex-snapshot
Spatial Analysis
inferred← citeshttps://doi.org/10.1007/978-3-031-25910-4_70openalex-snapshot
NBIC
inferred← citeshttps://doi.org/10.1007/978-3-031-26568-6_3openalex-snapshot
Metaphors We Nudge By: Reflections on the Impact of Predictive Algorithms on our Self-understanding
inferred← citeshttps://doi.org/10.1007/978-3-031-27170-0_2openalex-snapshot
Research Contexts
inferred← citeshttps://doi.org/10.1007/978-3-031-31549-7_10openalex-snapshot
Police and Court Interventions for Family Violence: Evidence-Based Practices
inferred← citeshttps://doi.org/10.1007/978-3-031-32633-2openalex-snapshot
Safety in the Digital Age
inferred← citeshttps://doi.org/10.1007/978-3-031-32633-2_2openalex-snapshot
The Digitalisation of Risk Assessment: Fulfilling the Promises of Prediction?
inferred← citeshttps://doi.org/10.1007/978-3-031-35469-4_81-1openalex-snapshot
Postdigital Data
inferred← citeshttps://doi.org/10.1007/978-3-031-35664-3_2openalex-snapshot
4 IR Technologies to Facilitate Planning in Smart Cities of the Future
inferred← citeshttps://doi.org/10.1007/978-3-031-36324-5_1openalex-snapshot
The Place and Value of Large-Scale Qualitative Data Analysis
inferred← citeshttps://doi.org/10.1007/978-3-031-38719-7_4openalex-snapshot
A Paradigm Shift in Understanding Digital Objects in IS: A Semiotic Perspective on Artificial Intelligence Technologies
inferred← citeshttps://doi.org/10.1007/978-3-031-39940-4_10openalex-snapshot
Spaces for Datafication: How Datafication Transforms Media Industries
inferred← citeshttps://doi.org/10.1007/978-3-031-40956-1_11openalex-snapshot
From Big Data to Big Insights: A Synthesis of Real-World Applications of Big Data Analytics
inferred← citeshttps://doi.org/10.1007/978-3-031-42532-5_1openalex-snapshot
Mapping the Evolutionary Journey of TRIZ and Pioneering Its Next S-Curve in the Age of AI-Aided Invention
inferred← citeshttps://doi.org/10.1007/978-3-031-43230-9_4openalex-snapshot
E-Public Services
inferred← citeshttps://doi.org/10.1007/978-3-031-49222-8_4openalex-snapshot
Big Social Research in Practice
inferred← citeshttps://doi.org/10.1007/978-3-031-55744-6_4openalex-snapshot
Ethical Foundations: Medical Ethics and Data Ethics
inferred← citeshttps://doi.org/10.1007/978-3-031-65699-6_1openalex-snapshot
Administrative Database and Official Statistics: An IT and Statistical Procedure
inferred← citeshttps://doi.org/10.1007/978-3-031-66842-5_11openalex-snapshot
Customer Relationship Management in Healthcare: A Case Study of a Large Hospital in Southern Taiwan Using Fuzzy C-means Clustering
inferred← citeshttps://doi.org/10.1007/978-3-031-69300-7_20openalex-snapshot
A Simplicity Bubble Problem and Zemblanity in Digitally Intermediated Societies
inferred← citeshttps://doi.org/10.1007/978-3-031-69518-6_3openalex-snapshot
Data Quality
inferred← citeshttps://doi.org/10.1007/978-3-031-71371-2_1openalex-snapshot
The New Corporate Data Ecosystem
inferred← citeshttps://doi.org/10.1007/978-3-031-74813-4_16openalex-snapshot
Revisiting Exploratory Research Methodology in the Context of Environment and Development in the Anthropocene
inferred← citeshttps://doi.org/10.1007/978-3-031-75674-0_11openalex-snapshot
Relationality and Data Justice for Trustworthy AI Practices in Africa
inferred← citeshttps://doi.org/10.1007/978-3-031-75887-4_5openalex-snapshot
Smart Environments: Implications forEnvironmental Governance
inferred← citeshttps://doi.org/10.1007/978-3-031-80388-8_23openalex-snapshot
Education in the Technological Age: The Conflux of Technology, Education, and Science
inferred← citeshttps://doi.org/10.1007/978-3-031-81140-1_14openalex-snapshot
Marx and Public Services for Cities
inferred← citeshttps://doi.org/10.1007/978-3-031-82927-7_2openalex-snapshot
Data-Driven Planning Approaches for Measuring Urban Ecosystem Services: The Potential of Big Data and Urban Informatics for Planning the Transition of Cities
inferred← citeshttps://doi.org/10.1007/978-3-031-85887-1_8openalex-snapshot
Thinking Machines
inferred← citeshttps://doi.org/10.1007/978-3-031-87421-5_18openalex-snapshot
GeoAI and Urban Geography
inferred← citeshttps://doi.org/10.1007/978-3-031-92524-5_292openalex-snapshot
Big Data and Geography
inferred← citeshttps://doi.org/10.1007/978-3-031-92524-5_317openalex-snapshot
Spatial Analysis
inferred← citeshttps://doi.org/10.1007/978-3-031-93841-2_9openalex-snapshot
What Is Big Data?
inferred← citeshttps://doi.org/10.1007/978-3-031-95469-6_5openalex-snapshot
Marx and Digital Class Consciousness in the Age of Digital Work
inferred← citeshttps://doi.org/10.1007/978-3-031-96852-5_3openalex-snapshot
Measuring the Error: Validation of Learning Models
inferred← citeshttps://doi.org/10.1007/978-3-032-01429-0_5openalex-snapshot
On the Current (Im) possibility of Achieving Public Value Through the EU’s Digital Strategy: An Ethics Method to Seek a “Collectual” Equilibrium
inferred← citeshttps://doi.org/10.1007/978-3-032-05497-5_4openalex-snapshot
From Digital Trace Data to Theory: Pathways Toward Theory Construction
inferred← citeshttps://doi.org/10.1007/978-3-032-09275-5_5openalex-snapshot
Digital Traces, Big Data and Epistemological Shifts
inferred← citeshttps://doi.org/10.1007/978-3-032-10721-3_20openalex-snapshot
Exploration of Cybersecurity Capabilities Using Clustering and Fuzzy Logic: A Global Study Based on the Global Cybersecurity Index
inferred← citeshttps://doi.org/10.1007/978-3-032-13116-4_20openalex-snapshot
The Algorithmic Reconfiguration of Qualitative Inquiry: Navigating AI-Driven Efficiency and Interpretive Richness
inferred← citeshttps://doi.org/10.1007/978-3-032-13206-2_1openalex-snapshot
Hindu Spatial Concepts in Contemporary Urban Design
inferred← citeshttps://doi.org/10.1007/978-3-032-14301-3_4openalex-snapshot
Ethische Grundlagen: Medizinethik und Datenethik
inferred← citeshttps://doi.org/10.1007/978-3-032-15112-4_16openalex-snapshot
Legitimacy in the Age of Algocracy
inferred← citeshttps://doi.org/10.1007/978-3-032-16476-6_11openalex-snapshot
The Government of the People, by the People, for the People Facing Challenges of AI
inferred← citeshttps://doi.org/10.1007/978-3-032-21842-1_4openalex-snapshot
A Participatory Best Practice Supported by Technology for the Governance of University Sustainable Mobility
inferred← citeshttps://doi.org/10.1007/978-3-032-31322-5_81openalex-snapshot
>Postdigital Data
inferred← citeshttps://doi.org/10.1007/978-3-319-04033-2_3-1openalex-snapshot
Consilience
inferred← citeshttps://doi.org/10.1007/978-3-319-06520-5_8openalex-snapshot
Big Data, Higher Education and Learning Analytics: Beyond Justice, Towards an Ethics of Care
inferred← citeshttps://doi.org/10.1007/978-3-319-14833-5_2openalex-snapshot
Mobile Phone Data to Describe Urban Practices: An Overview in the Literature
inferred← citeshttps://doi.org/10.1007/978-3-319-14833-5_4openalex-snapshot
Implications for Traditional Data Sources
inferred← citeshttps://doi.org/10.1007/978-3-319-17106-7_4openalex-snapshot
Systems Biology, Information Technology, and Cancer Research
inferred← citeshttps://doi.org/10.1007/978-3-319-21272-2_9openalex-snapshot
Big Data and Urban Governance
inferred← citeshttps://doi.org/10.1007/978-3-319-25127-1_1openalex-snapshot
Introduction: Data Science and BigData Computing
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