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Volumn 1, Issue 1, 2014, Pages

Big Data, new epistemologies and paradigm shifts

Author keywords

Big Data; computational social sciences; data analytics; data driven science; digital humanities; end of theory; epistemology; paradigms

Indexed keywords


EID: 85073682542     PISSN: None     EISSN: 20539517     Source Type: Journal    
DOI: 10.1177/2053951714528481     Document Type: Article
Times cited : (1538)

References (61)
  • 2
    • 50649096979 scopus 로고    scopus 로고
    • The end of theory: The data deluge makes the scientific method obsolete
    • (accessed 12 October 2012)
    • Anderson C (2008) The end of theory: The data deluge makes the scientific method obsolete. Wired, 23 June 2008. Available at: http://www.wired.com/science/discoveries/magazine/16-07/pb_theory (accessed 12 October 2012).
    • (2008) Wired
    • Anderson, C.1
  • 4
    • 84859295331 scopus 로고    scopus 로고
    • The computational turn: Thinking about the digital humanities
    • accessed 3 December 2012
    • Berry D (2011) The computational turn: Thinking about the digital humanities. Culture Machine 12. Available at: http://www.culturemachine.net/index.php/cm/article/view/440/470 (accessed 3 December 2012).
    • (2011) Culture Machine , vol.12
    • Berry, D.1
  • 6
    • 84861473762 scopus 로고    scopus 로고
    • The Aspen Institute, (accessed 1 October 2012)
    • Bollier D (2010) The Promise and Peril of Big Data. The Aspen Institute. Available at: http://www.aspeninstitute.org/sites/default/files/content/docs/pubs/The_Promise_and_Peril_of_Big_Data.pdf (accessed 1 October 2012).
    • (2010) The Promise and Peril of Big Data
    • Bollier, D.1
  • 8
    • 85074203260 scopus 로고    scopus 로고
    • What data can’t do
    • Available at, (accessed 18 February 2013)
    • Brooks D (2013) What data can’t do. New York Times, 18 February 2013. Available at: http://www.nytimes.com/2013/02/19/opinion/brooks-what-data-cant-do.html (accessed 18 February 2013).
    • (2013) New York Times, 18 February 2013
    • Brooks, D.1
  • 9
    • 84870402156 scopus 로고    scopus 로고
    • Big-data computing: Creating revolutionary breakthroughs in commerce, science and society
    • Computing Research Association, Ver. 8. Available at, accessed 12 October 2012
    • Bryant R, Katz RH and Lazowska ED (2008) Big-data computing: Creating revolutionary breakthroughs in commerce, science and society. In: Computing Research Initiatives for the 21st Century, Computing Research Association, Ver. 8. Available at: http://www.cra.org/ccc/docs/init/Big_Data.pdf (accessed 12 October 2012).
    • (2008) Computing Research Initiatives for the 21St Century
    • Bryant, R.1    Katz, R.H.2    Lazowska, E.D.3
  • 10
    • 84956606431 scopus 로고    scopus 로고
    • No questions asked: Big data firm maps solutions without human input
    • 16 January 2013, (accessed 28 January 2013)
    • Clark L (2013) No questions asked: Big data firm maps solutions without human input. Wired, 16 January 2013. Available at: http://www.wired.co.uk/news/archive/2013-01/16/ayasdi-big-data-launch (accessed 28 January 2013).
    • (2013) Wired
    • Clark, L.1
  • 11
    • 53349101639 scopus 로고    scopus 로고
    • Contribution to: The promise of digital history (roundtable discussion)
    • Cohen D, (2008) Contribution to: The promise of digital history (roundtable discussion). Journal of American History 95(2): 452–491.
    • (2008) Journal of American History , vol.95 , Issue.2 , pp. 452-491
    • Cohen, D.1
  • 14
    • 84892154560 scopus 로고    scopus 로고
    • The hidden biases of big data
    • 1 April. Available at, (accessed 18 September 2013)
    • Crawford K (2013) The hidden biases of big data. Harvard Business Review Blog. 1 April. Available at: http://blogs.hbr.org/2013/04/the-hidden-biases-in-big-data/ (accessed 18 September 2013).
    • (2013) Harvard Business Review Blog
    • Crawford, K.1
  • 15
    • 80051803315 scopus 로고    scopus 로고
    • Data, data everywhere
    • 25 February, accessed 12 November 2012
    • Cukier K (2010) Data, data everywhere. The Economist, 25 February (accessed 12 November 2012).
    • (2010) The Economist
    • Cukier, K.1
  • 16
    • 84860998043 scopus 로고    scopus 로고
    • The closeness of close reading
    • Culler J, (2010) The closeness of close reading. ADE Bulletin 149: 20–25.
    • (2010) ADE Bulletin , vol.149 , pp. 20-25
    • Culler, J.1
  • 17
    • 27144445756 scopus 로고    scopus 로고
    • Codes of life: Identification codes and the machine-readable world
    • Dodge M, Kitchin R, (2005) Codes of life: Identification codes and the machine-readable world. Environment and Planning D: Society and Space 23(6): 851–881.
    • (2005) Environment and Planning D: Society and Space , vol.23 , Issue.6 , pp. 851-881
    • Dodge, M.1    Kitchin, R.2
  • 18
    • 85009203223 scopus 로고    scopus 로고
    • Big data ‘Eurekas!’ don't just happen
    • (accessed 23 November 2012)
    • Dyche J (2012) Big data ‘Eurekas!’ don't just happen. Harvard Business Review Blog. 20 November. Available at: http://blogs.hbr.org/cs/2012/11/eureka_doesnt_just_happen.html (accessed 23 November 2012).
    • (2012) Harvard Business Review Blog
    • Dyche, J.1
  • 19
    • 84871647984 scopus 로고    scopus 로고
    • Big data and their epistemological challenge
    • Floridi L, (2012) Big data and their epistemological challenge. Philosophy and Technology 25(4): 435–437.
    • (2012) Philosophy and Technology , vol.25 , Issue.4 , pp. 435-437
    • Floridi, L.1
  • 25
    • 77953207828 scopus 로고    scopus 로고
    • Jim Grey on eScience: A transformed scientific method
    • Hey T., Tansley S., Tolle K., (eds), Redmond, Microsoft Research, In:, (eds
    • Hey T, Tansley S, Tolle K, (2009) Jim Grey on eScience: A transformed scientific method. In: Hey T, Tansley S, Tolle K, (eds) The Fourth Paradigm: Data-Intensive Scientific Discovery, Redmond: Microsoft Research, pp. xvii–xxxi.
    • (2009) The Fourth Paradigm: Data-Intensive Scientific Discovery , pp. xvii-xxxi
    • Hey, T.1    Tansley, S.2    Tolle, K.3
  • 26
    • 85074205019 scopus 로고    scopus 로고
    • Don’t count on big data for answers
    • 12 February 2013, (accessed 11 March 2013)
    • Jenkins T (2013) Don’t count on big data for answers. The Scotsman, 12 February 2013. Available at: http://www.scotsman.com/the-scotsman/opinion/comment/tiffany-jenkins-don-t-count-on-big-data-for-answers-1-2785890 (accessed 11 March 2013).
    • (2013) The Scotsman
    • Jenkins, T.1
  • 27
    • 68949154336 scopus 로고    scopus 로고
    • Data-intensive Science: A new paradigm for biodiversity studies
    • Kelling S, Hochachka W, Fink D, (2009) Data-intensive Science: A new paradigm for biodiversity studies. BioScience 59(7): 613–620.
    • (2009) BioScience , vol.59 , Issue.7 , pp. 613-620
    • Kelling, S.1    Hochachka, W.2    Fink, D.3
  • 28
    • 33747797086 scopus 로고    scopus 로고
    • Positivistic geography and spatial science
    • Aitken S., Valentine G., (eds), London, Sage, In:, (eds
    • Kitchin R, (2006) Positivistic geography and spatial science. In: Aitken S, Valentine G, (eds) Approaches in Human Geography, London: Sage, pp. 20–29.
    • (2006) Approaches in Human Geography , pp. 20-29
    • Kitchin, R.1
  • 29
    • 84975094129 scopus 로고    scopus 로고
    • Big data and human geography: Opportunities, challenges and risks
    • Kitchin R, (2013) Big data and human geography: Opportunities, challenges and risks. Dialogues in Human Geography 3(3): 262–267.
    • (2013) Dialogues in Human Geography , vol.3 , Issue.3 , pp. 262-267
    • Kitchin, R.1
  • 30
    • 84894317469 scopus 로고    scopus 로고
    • The real-time city? Big data and smart urbanism
    • Kitchin R, (2014) The real-time city? Big data and smart urbanism. GeoJournal 79: 1–14.
    • (2014) GeoJournal , vol.79 , pp. 1-14
    • Kitchin, R.1
  • 32
    • 84865610293 scopus 로고    scopus 로고
    • Meta group, accessed 16 January 2013
    • Laney D (2001) 3D data management: Controlling data volume, velocity and variety. Meta group. Available at: http://blogs.gartner.com/doug-laney/files/2012/01/ad949-3D-Data-Management-Controlling-Data-Volume-Velocity-and-Variety.pdf (accessed 16 January 2013).
    • (2001) 3D Data Management: Controlling Data Volume, Velocity and Variety
    • Laney, D.1
  • 33
    • 59849122652 scopus 로고    scopus 로고
    • Computational social science
    • Lazer D, Pentland A, Adamic L, (2009) Computational social science. Science 323: 721–733.
    • (2009) Science , vol.323 , pp. 721-733
    • Lazer, D.1    Pentland, A.2    Adamic, L.3
  • 34
    • 84857938661 scopus 로고    scopus 로고
    • Instrumenting the earth: Next-generation sensor networks and environmental science
    • Hey T, Tansley S, Tolle K, Redmond, Microsoft Research
    • Lehning M, Dawes N, Bavay M. et al. (2009) Instrumenting the earth: Next-generation sensor networks and environmental science. In: Hey T, Tansley S and Tolle K (eds) The Fourth Paradigm: Data-Intensive Scientific Discovery. Redmond: Microsoft Research, pp. 45–51.
    • (2009) The Fourth Paradigm: Data-Intensive Scientific Discovery , pp. 45-51
    • Lehning, M.1    Dawes, N.2    Bavay, M.3
  • 35
    • 84917170068 scopus 로고    scopus 로고
    • A physicist solves the city
    • 17 December, accessed 23 December 2013
    • Lehrer J (2010) A physicist solves the city. New York Times, 17 December. Available at: http://www.nytimes.com/2010/12/19/magazine/19Urban_West-t.html (accessed 23 December 2013).
    • (2010) New York Times
    • Lehrer, J.1
  • 36
    • 84856644365 scopus 로고    scopus 로고
    • Introduction: Making sense of data-driven research in the biological and biomedical sciences
    • Leonelli S, (2012) Introduction: Making sense of data-driven research in the biological and biomedical sciences. Studies in History and Philosophy of Biological and Biomedical Sciences 43(1): 1–3.
    • (2012) Studies in History and Philosophy of Biological and Biomedical Sciences , vol.43 , Issue.1 , pp. 1-3
    • Leonelli, S.1
  • 39
    • 84873110621 scopus 로고    scopus 로고
    • Literature is not data: Against digital humanities
    • 28 October 2012. Available at:, (accessed 4 April 2013)
    • Marche S (2012) Literature is not data: Against digital humanities. Los Angeles Review of Books, 28 October 2012. Available at: http://lareviewofbooks.org/article.php?id=1040&fulltext=1 (accessed 4 April 2013).
    • (2012) Los Angeles Review of Books
    • Marche, S.1
  • 42
    • 76349098693 scopus 로고    scopus 로고
    • The data avalanche is here. Shouldn’t we be digging?
    • Miller HJ, (2010) The data avalanche is here. Shouldn’t we be digging? Journal of Regional Science 50(1): 181–201.
    • (2010) Journal of Regional Science , vol.50 , Issue.1 , pp. 181-201
    • Miller, H.J.1
  • 44
    • 84922587086 scopus 로고    scopus 로고
    • Open Data Center Alliance, (accessed 11 February 2013)
    • Open Data Center Alliance (2012) Big Data Consumer Guide. Open Data Center Alliance. Available at: http://www.opendatacenteralliance.org/docs/Big_Data_Consumer_Guide_Rev1.0.pdf (accessed 11 February 2013).
    • (2012) Big Data Consumer Guide
  • 45
    • 84898949672 scopus 로고    scopus 로고
    • Reinventing society in the wake of big data
    • (accessed 28 January 2013)
    • Pentland A (2012) Reinventing society in the wake of big data. Edge, 30 August 2012. Available at: http://www.edge.org/conversation/reinventing-society-in-the-wake-of-big-data (accessed 28 January 2013).
    • (2012) Edge
    • Pentland, A.1
  • 46
    • 84947326207 scopus 로고    scopus 로고
    • You can’t just hack your way to social change
    • 7 March 2013, (accessed 9 March 2013)
    • Porway J (2013) You can’t just hack your way to social change. Harvard Business Review Blog, 7 March 2013. Available at: http://blogs.hbr.org/cs/2013/03/you_cant_just_hack_your_way_to.html (accessed 9 March 2013).
    • (2013) Harvard Business Review Blog
    • Porway, J.1
  • 49
    • 84894340900 scopus 로고    scopus 로고
    • Data bite man: The work of sustaining long-term study
    • Gitelman L., (ed), Cambridge, MA, MIT Press, In:, (ed
    • Ribes D, Jackson SJ, (2013) Data bite man: The work of sustaining long-term study. In: Gitelman L, (ed) ‘Raw Data’ is an Oxymoron, Cambridge, MA: MIT Press, pp. 147–166.
    • (2013) ‘Raw Data’ is an Oxymoron , pp. 147-166
    • Ribes, D.1    Jackson, S.J.2
  • 50
    • 85074187520 scopus 로고    scopus 로고
    • Twitter's languages of New York mapped
    • (accessed 3 April 2013)
    • Rogers S (2013) Twitter's languages of New York mapped. The Guardian, 21 February 2013. Available at: http://www.guardian.co.uk/news/datablog/interactive/2013/feb/21/twitter-languages-new-york-mapped (accessed 3 April 2013).
    • (2013) The Guardian
    • Rogers, S.1
  • 51
    • 0031404342 scopus 로고    scopus 로고
    • Situating knowledges: Positionality, reflexivities and other tactics
    • Rose G, (1997) Situating knowledges: Positionality, reflexivities and other tactics. Progress in Human Geography 21(3): 305–320.
    • (1997) Progress in Human Geography , vol.21 , Issue.3 , pp. 305-320
    • Rose, G.1
  • 52
    • 84975096785 scopus 로고    scopus 로고
    • Rethinking empirical social sciences
    • Ruppert E, (2013) Rethinking empirical social sciences. Dialogues in Human Geography 3(3): 268–273.
    • (2013) Dialogues in Human Geography , vol.3 , Issue.3 , pp. 268-273
    • Ruppert, E.1
  • 56
    • 84953424943 scopus 로고    scopus 로고
    • Big data and the death of the theorist
    • 25 January 2013, (accessed 30 January 2013)
    • Steadman I (2013) Big data and the death of the theorist. Wired, 25 January 2013. Available at: http://www.wired.co.uk/news/archive/2013-01/25/big-data-end-of-theory (accessed 30 January 2013).
    • (2013) Wired
    • Steadman, I.1
  • 58
    • 85074190202 scopus 로고    scopus 로고
    • Big data makes things better
    • 3 August. Available at, (accessed 24 October 2013)
    • Strom D (2012) Big data makes things better. Slashdot, 3 August. Available at: http://slashdot.org/topic/bi/big-data-makes-things-better/ (accessed 24 October 2013).
    • (2012) Slashdot
    • Strom, D.1
  • 59
    • 77249108442 scopus 로고    scopus 로고
    • Critical response I. Paratext and genre system: A response to Franco Moretti
    • Trumpener K, (2009) Critical response I. Paratext and genre system: A response to Franco Moretti. Critical Inquiry 36(1): 159–171.
    • (2009) Critical Inquiry , vol.36 , Issue.1 , pp. 159-171
    • Trumpener, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.