Document (#39786)

Author
Borgman, C.L.
Title
Big data, little data, no data : scholarship in the networked world
Imprint
Cambridge, MA : MIT Press
Year
2015
Pages
XXV, 383 S
Isbn
978-0-262-02856-1
Abstract
"Big Data" is on the covers of Science, Nature, the Economist, and Wired magazines, on the front pages of the Wall Street Journal and the New York Times. But despite the media hyperbole, as Christine Borgman points out in this examination of data and scholarly research, having the right data is usually better than having more data; little data can be just as valuable as big data. In many cases, there are no data -- because relevant data don't exist, cannot be found, or are not available. Moreover, data sharing is difficult, incentives to do so are minimal, and data practices vary widely across disciplines. Borgman, an often-cited authority on scholarly communication, argues that data have no value or meaning in isolation; they exist within a knowledge infrastructure -- an ecology of people, practices, technologies, institutions, material objects, and relationships. After laying out the premises of her investigation -- six "provocations" meant to inspire discussion about the uses of data in scholarship -- Borgman offers case studies of data practices in the sciences, the social sciences, and the humanities, and then considers the implications of her findings for scholarly practice and research policy. To manage and exploit data over the long term, Borgman argues, requires massive investment in knowledge infrastructures; at stake is the future of scholarship.
Content
Provocations -- What are data? -- Data scholarship -- Data diversity -- Data scholarship in the sciences -- Data scholarship in the social sciences -- Data scholarship in the humanities -- Sharing, releasing, and reusing data -- Credit, attribution, and discovery of data -- What to keep and why to keep them.
Footnote
Weitere Rez. in: JASIST 67(2016) no.3, S.751-753 (C. Tenopir).
LCSH
Communication in learning and scholarship / Technological innovations
Research / Methodology
Research / Data processing
Information technology
Information storage and retrieval systems
Cyberinfrastructure
RSWK
Wissenschaft / Digitalisierung
Forschung / Datenauswertung / Massendaten / Integrität <Informatik>
Forschung / Datenverarbeitung / Informationssystem / Wissenschaft / E-Science
BK
54.04 Ausbildung, Beruf, Organisationen Informatik
06.35 Informationsmanagement
02.13 Wissenschaftspraxis
DDC
004
020
GHBS
TZB (PB)
LCC
AZ195
RVK
AK 28000
AK 28400
AK 39950

Similar documents (author)

  1. Borgman, C.L.: What are Digital Libraries? : competing visions (1999) 5.01 
    5.005005 = sum of:
  5.005005 = weight(author_txt:borgman in 2050) [ClassicSimilarity], result of:
    5.005005 = fieldWeight in 2050, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      8.008008 = idf(docFreq=39, maxDocs=44218)
      0.625 = fieldNorm(doc=2050)
  2. Borgman, C.L.: Psychological research in human-computer interaction (1984) 5.01 
    5.005005 = sum of:
  5.005005 = weight(author_txt:borgman in 2130) [ClassicSimilarity], result of:
    5.005005 = fieldWeight in 2130, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      8.008008 = idf(docFreq=39, maxDocs=44218)
      0.625 = fieldNorm(doc=2130)
  3. Borgman, C.L.: Why are online catalogs hard to use? : lessons learned from information-retrieval studies (1986) 5.01 
    5.005005 = sum of:
  5.005005 = weight(author_txt:borgman in 2281) [ClassicSimilarity], result of:
    5.005005 = fieldWeight in 2281, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      8.008008 = idf(docFreq=39, maxDocs=44218)
      0.625 = fieldNorm(doc=2281)
  4. Borgman, C.L.: Children's use of an interactive science library : exploratory research (1990) 5.01 
    5.005005 = sum of:
  5.005005 = weight(author_txt:borgman in 2432) [ClassicSimilarity], result of:
    5.005005 = fieldWeight in 2432, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      8.008008 = idf(docFreq=39, maxDocs=44218)
      0.625 = fieldNorm(doc=2432)
  5. Borgman, C.L.: Mental models: ways of looking at a system : training users with mental models can improve performance (1982) 5.01 
    5.005005 = sum of:
  5.005005 = weight(author_txt:borgman in 2725) [ClassicSimilarity], result of:
    5.005005 = fieldWeight in 2725, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      8.008008 = idf(docFreq=39, maxDocs=44218)
      0.625 = fieldNorm(doc=2725)

Similar documents (content)

  1. Borgman, C.L.; Furner, J.: Scholarly communication and bibliometrics (2002) 0.12 
    0.124836415 = sum of:
  0.124836415 = product of:
    1.0403035 = sum of:
      0.04862196 = weight(abstract_txt:communication in 4291) [ClassicSimilarity], result of:
        0.04862196 = score(doc=4291,freq=3.0), product of:
          0.07563249 = queryWeight, product of:
            1.1359361 = boost
            4.750873 = idf(docFreq=1038, maxDocs=44218)
            0.014014611 = queryNorm
          0.6428713 = fieldWeight in 4291, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            4.750873 = idf(docFreq=1038, maxDocs=44218)
            0.078125 = fieldNorm(doc=4291)
      0.11038432 = weight(abstract_txt:scholarly in 4291) [ClassicSimilarity], result of:
        0.11038432 = score(doc=4291,freq=3.0), product of:
          0.14955081 = queryWeight, product of:
            1.9563192 = boost
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.014014611 = queryNorm
          0.73810583 = fieldWeight in 4291, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.078125 = fieldNorm(doc=4291)
      0.8812972 = weight(abstract_txt:borgman in 4291) [ClassicSimilarity], result of:
        0.8812972 = score(doc=4291,freq=3.0), product of:
          0.6575241 = queryWeight, product of:
            4.736642 = boost
            9.905128 = idf(docFreq=5, maxDocs=44218)
            0.014014611 = queryNorm
          1.3403268 = fieldWeight in 4291, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            9.905128 = idf(docFreq=5, maxDocs=44218)
            0.078125 = fieldNorm(doc=4291)
    0.12 = coord(3/25)
  2. Pepe, A.; Mayernik, M.; Borgman, C.L.; Van de Sompel, H.: From artifacts to aggregations : modeling scientific life cycles on the semantic Web (2010) 0.11 
    0.111646116 = sum of:
  0.111646116 = product of:
    0.39873612 = sum of:
      0.061285827 = weight(abstract_txt:isolation in 3425) [ClassicSimilarity], result of:
        0.061285827 = score(doc=3425,freq=1.0), product of:
          0.11722778 = queryWeight, product of:
            8.364683 = idf(docFreq=27, maxDocs=44218)
            0.014014611 = queryNorm
          0.5227927 = fieldWeight in 3425, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.364683 = idf(docFreq=27, maxDocs=44218)
            0.0625 = fieldNorm(doc=3425)
      0.030216062 = weight(abstract_txt:sciences in 3425) [ClassicSimilarity], result of:
        0.030216062 = score(doc=3425,freq=1.0), product of:
          0.092177674 = queryWeight, product of:
            1.2540435 = boost
            5.244838 = idf(docFreq=633, maxDocs=44218)
            0.014014611 = queryNorm
          0.3278024 = fieldWeight in 3425, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.244838 = idf(docFreq=633, maxDocs=44218)
            0.0625 = fieldNorm(doc=3425)
      0.031873688 = weight(abstract_txt:little in 3425) [ClassicSimilarity], result of:
        0.031873688 = score(doc=3425,freq=1.0), product of:
          0.09551877 = queryWeight, product of:
            1.2765684 = boost
            5.339045 = idf(docFreq=576, maxDocs=44218)
            0.014014611 = queryNorm
          0.33369032 = fieldWeight in 3425, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.339045 = idf(docFreq=576, maxDocs=44218)
            0.0625 = fieldNorm(doc=3425)
      0.029845113 = weight(abstract_txt:research in 3425) [ClassicSimilarity], result of:
        0.029845113 = score(doc=3425,freq=5.0), product of:
          0.06736009 = queryWeight, product of:
            1.5160588 = boost
            3.170338 = idf(docFreq=5046, maxDocs=44218)
            0.014014611 = queryNorm
          0.4430682 = fieldWeight in 3425, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            3.170338 = idf(docFreq=5046, maxDocs=44218)
            0.0625 = fieldNorm(doc=3425)
      0.07328757 = weight(abstract_txt:practices in 3425) [ClassicSimilarity], result of:
        0.07328757 = score(doc=3425,freq=3.0), product of:
          0.13207199 = queryWeight, product of:
            1.8384453 = boost
            5.126004 = idf(docFreq=713, maxDocs=44218)
            0.014014611 = queryNorm
          0.55490625 = fieldWeight in 3425, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            5.126004 = idf(docFreq=713, maxDocs=44218)
            0.0625 = fieldNorm(doc=3425)
      0.050984338 = weight(abstract_txt:scholarly in 3425) [ClassicSimilarity], result of:
        0.050984338 = score(doc=3425,freq=1.0), product of:
          0.14955081 = queryWeight, product of:
            1.9563192 = boost
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.014014611 = queryNorm
          0.34091648 = fieldWeight in 3425, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.0625 = fieldNorm(doc=3425)
      0.121243544 = weight(abstract_txt:data in 3425) [ClassicSimilarity], result of:
        0.121243544 = score(doc=3425,freq=3.0), product of:
          0.3356964 = queryWeight, product of:
            7.179502 = boost
            3.3363478 = idf(docFreq=4274, maxDocs=44218)
            0.014014611 = queryNorm
          0.36117023 = fieldWeight in 3425, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            3.3363478 = idf(docFreq=4274, maxDocs=44218)
            0.0625 = fieldNorm(doc=3425)
    0.28 = coord(7/25)
  3. West, J.D.; Jensen, M.C.; Dandrea, R.J.; Gordon, G.J.; Bergstrom, C.T.: Author-level Eigenfactor metrics : evaluating the influence of authors, institutions, and countries within the social science research network community (2013) 0.10 
    0.10213836 = sum of:
  0.10213836 = product of:
    0.4255765 = sum of:
      0.067829095 = weight(abstract_txt:incentives in 685) [ClassicSimilarity], result of:
        0.067829095 = score(doc=685,freq=1.0), product of:
          0.12542993 = queryWeight, product of:
            1.0343924 = boost
            8.652365 = idf(docFreq=20, maxDocs=44218)
            0.014014611 = queryNorm
          0.5407728 = fieldWeight in 685, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.652365 = idf(docFreq=20, maxDocs=44218)
            0.0625 = fieldNorm(doc=685)
      0.030216062 = weight(abstract_txt:sciences in 685) [ClassicSimilarity], result of:
        0.030216062 = score(doc=685,freq=1.0), product of:
          0.092177674 = queryWeight, product of:
            1.2540435 = boost
            5.244838 = idf(docFreq=633, maxDocs=44218)
            0.014014611 = queryNorm
          0.3278024 = fieldWeight in 685, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.244838 = idf(docFreq=633, maxDocs=44218)
            0.0625 = fieldNorm(doc=685)
      0.018875707 = weight(abstract_txt:research in 685) [ClassicSimilarity], result of:
        0.018875707 = score(doc=685,freq=2.0), product of:
          0.06736009 = queryWeight, product of:
            1.5160588 = boost
            3.170338 = idf(docFreq=5046, maxDocs=44218)
            0.014014611 = queryNorm
          0.28022093 = fieldWeight in 685, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            3.170338 = idf(docFreq=5046, maxDocs=44218)
            0.0625 = fieldNorm(doc=685)
      0.101968676 = weight(abstract_txt:scholarly in 685) [ClassicSimilarity], result of:
        0.101968676 = score(doc=685,freq=4.0), product of:
          0.14955081 = queryWeight, product of:
            1.9563192 = boost
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.014014611 = queryNorm
          0.68183297 = fieldWeight in 685, product of:
            2.0 = tf(freq=4.0), with freq of:
              4.0 = termFreq=4.0
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.0625 = fieldNorm(doc=685)
      0.13668698 = weight(abstract_txt:scholarship in 685) [ClassicSimilarity], result of:
        0.13668698 = score(doc=685,freq=1.0), product of:
          0.31765956 = queryWeight, product of:
            3.2922719 = boost
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.014014611 = queryNorm
          0.43029392 = fieldWeight in 685, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.0625 = fieldNorm(doc=685)
      0.07 = weight(abstract_txt:data in 685) [ClassicSimilarity], result of:
        0.07 = score(doc=685,freq=1.0), product of:
          0.3356964 = queryWeight, product of:
            7.179502 = boost
            3.3363478 = idf(docFreq=4274, maxDocs=44218)
            0.014014611 = queryNorm
          0.20852174 = fieldWeight in 685, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.3363478 = idf(docFreq=4274, maxDocs=44218)
            0.0625 = fieldNorm(doc=685)
    0.24 = coord(6/25)
  4. Schmiede, R.: Upgrading academic scholarship (2009) 0.09 
    0.09491228 = sum of:
  0.09491228 = product of:
    0.47456142 = sum of:
      0.016683925 = weight(abstract_txt:research in 2807) [ClassicSimilarity], result of:
        0.016683925 = score(doc=2807,freq=1.0), product of:
          0.06736009 = queryWeight, product of:
            1.5160588 = boost
            3.170338 = idf(docFreq=5046, maxDocs=44218)
            0.014014611 = queryNorm
          0.24768265 = fieldWeight in 2807, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.170338 = idf(docFreq=5046, maxDocs=44218)
            0.078125 = fieldNorm(doc=2807)
      0.052890744 = weight(abstract_txt:practices in 2807) [ClassicSimilarity], result of:
        0.052890744 = score(doc=2807,freq=1.0), product of:
          0.13207199 = queryWeight, product of:
            1.8384453 = boost
            5.126004 = idf(docFreq=713, maxDocs=44218)
            0.014014611 = queryNorm
          0.40046906 = fieldWeight in 2807, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.126004 = idf(docFreq=713, maxDocs=44218)
            0.078125 = fieldNorm(doc=2807)
      0.11038432 = weight(abstract_txt:scholarly in 2807) [ClassicSimilarity], result of:
        0.11038432 = score(doc=2807,freq=3.0), product of:
          0.14955081 = queryWeight, product of:
            1.9563192 = boost
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.014014611 = queryNorm
          0.73810583 = fieldWeight in 2807, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.078125 = fieldNorm(doc=2807)
      0.17085873 = weight(abstract_txt:scholarship in 2807) [ClassicSimilarity], result of:
        0.17085873 = score(doc=2807,freq=1.0), product of:
          0.31765956 = queryWeight, product of:
            3.2922719 = boost
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.014014611 = queryNorm
          0.5378674 = fieldWeight in 2807, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.078125 = fieldNorm(doc=2807)
      0.123743676 = weight(abstract_txt:data in 2807) [ClassicSimilarity], result of:
        0.123743676 = score(doc=2807,freq=2.0), product of:
          0.3356964 = queryWeight, product of:
            7.179502 = boost
            3.3363478 = idf(docFreq=4274, maxDocs=44218)
            0.014014611 = queryNorm
          0.36861783 = fieldWeight in 2807, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            3.3363478 = idf(docFreq=4274, maxDocs=44218)
            0.078125 = fieldNorm(doc=2807)
    0.2 = coord(5/25)
  5. Sugimoto, C.R.; Work, S.; Larivière, V.; Haustein, S.: Scholarly use of social media and altmetrics : A review of the literature (2017) 0.09 
    0.09461618 = sum of:
  0.09461618 = product of:
    0.4730809 = sum of:
      0.04862196 = weight(abstract_txt:communication in 3781) [ClassicSimilarity], result of:
        0.04862196 = score(doc=3781,freq=3.0), product of:
          0.07563249 = queryWeight, product of:
            1.1359361 = boost
            4.750873 = idf(docFreq=1038, maxDocs=44218)
            0.014014611 = queryNorm
          0.6428713 = fieldWeight in 3781, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            4.750873 = idf(docFreq=1038, maxDocs=44218)
            0.078125 = fieldNorm(doc=3781)
      0.023594635 = weight(abstract_txt:research in 3781) [ClassicSimilarity], result of:
        0.023594635 = score(doc=3781,freq=2.0), product of:
          0.06736009 = queryWeight, product of:
            1.5160588 = boost
            3.170338 = idf(docFreq=5046, maxDocs=44218)
            0.014014611 = queryNorm
          0.35027617 = fieldWeight in 3781, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            3.170338 = idf(docFreq=5046, maxDocs=44218)
            0.078125 = fieldNorm(doc=3781)
      0.14250556 = weight(abstract_txt:scholarly in 3781) [ClassicSimilarity], result of:
        0.14250556 = score(doc=3781,freq=5.0), product of:
          0.14955081 = queryWeight, product of:
            1.9563192 = boost
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.014014611 = queryNorm
          0.9528906 = fieldWeight in 3781, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            5.4546638 = idf(docFreq=513, maxDocs=44218)
            0.078125 = fieldNorm(doc=3781)
      0.17085873 = weight(abstract_txt:scholarship in 3781) [ClassicSimilarity], result of:
        0.17085873 = score(doc=3781,freq=1.0), product of:
          0.31765956 = queryWeight, product of:
            3.2922719 = boost
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.014014611 = queryNorm
          0.5378674 = fieldWeight in 3781, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.078125 = fieldNorm(doc=3781)
      0.0875 = weight(abstract_txt:data in 3781) [ClassicSimilarity], result of:
        0.0875 = score(doc=3781,freq=1.0), product of:
          0.3356964 = queryWeight, product of:
            7.179502 = boost
            3.3363478 = idf(docFreq=4274, maxDocs=44218)
            0.014014611 = queryNorm
          0.26065218 = fieldWeight in 3781, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.3363478 = idf(docFreq=4274, maxDocs=44218)
            0.078125 = fieldNorm(doc=3781)
    0.2 = coord(5/25)