Document (#40837)

Author
Duretec, K.
Becker, C.
Title
Format technology lifecycle analysis
Source
Journal of the Association for Information Science and Technology. 68(2017) no.10, S.2484-2500
Year
2017
Abstract
The lifecycles of format technology have been a defining concern for digital stewardship research and practice. However, little evidence exists to provide robust methods for assessing the state of any given format technology and describing its evolution over time. This article introduces relevant models from diffusion theory and market research and presents a replicable analysis method to compute models of technology evolution. Data cleansing and the combination of multiple data sources enable the application of nonlinear regression to estimate the parameters of the Bass diffusion model on format technology market lifecycles. Through its application to a longitudinal data set from the UK Web Archive, we demonstrate that the method produces reliable results and show that the Bass model can be used to describe format lifecycles. By analyzing adoption patterns across market segments, new insights are inferred about how the diffusion of formats and products such as applications occurs over time. The analysis provides a stepping stone to a more robust and evidence-based approach to model technology evolution.
Content
Vgl.: http://onlinelibrary.wiley.com/doi/10.1002/asi.23881/full.

Similar documents (author)

  1. Becker, J.: Zentrallager : Data Warehouse - zentrale Sammelstelle für Informationen (1997) 4.69
    4.6854844 = sum of:
      4.6854844 = weight(author_txt:becker in 4479) [ClassicSimilarity], result of:
        4.6854844 = fieldWeight in 4479, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.496775 = idf(docFreq=66, maxDocs=44421)
          0.625 = fieldNorm(doc=4479)
    
  2. Becker, C.A.: Community information service (1974) 4.69
    4.6854844 = sum of:
      4.6854844 = weight(author_txt:becker in 5736) [ClassicSimilarity], result of:
        4.6854844 = fieldWeight in 5736, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.496775 = idf(docFreq=66, maxDocs=44421)
          0.625 = fieldNorm(doc=5736)
    
  3. Becker, J.: Strategische Ausrichtung der Informations- und Organisationsstruktur des Unternehmens (1994) 4.69
    4.6854844 = sum of:
      4.6854844 = weight(author_txt:becker in 8382) [ClassicSimilarity], result of:
        4.6854844 = fieldWeight in 8382, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.496775 = idf(docFreq=66, maxDocs=44421)
          0.625 = fieldNorm(doc=8382)
    
  4. Becker, J.: Probleme des grenzüberschreitenden Datenflusses (1988) 4.69
    4.6854844 = sum of:
      4.6854844 = weight(author_txt:becker in 580) [ClassicSimilarity], result of:
        4.6854844 = fieldWeight in 580, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.496775 = idf(docFreq=66, maxDocs=44421)
          0.625 = fieldNorm(doc=580)
    
  5. Becker, J.: ¬Die Postmoderne und ihr Verhältnis zur Informationstheorie (1995) 4.69
    4.6854844 = sum of:
      4.6854844 = weight(author_txt:becker in 1108) [ClassicSimilarity], result of:
        4.6854844 = fieldWeight in 1108, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.496775 = idf(docFreq=66, maxDocs=44421)
          0.625 = fieldNorm(doc=1108)
    

Similar documents (content)

  1. Stahlman, G.R.: From nostalgia to knowledge : considering the personal dimensions of data lifecycles (2022) 0.16
    0.16261502 = sum of:
      0.16261502 = product of:
        0.81307507 = sum of:
          0.18747099 = weight(abstract_txt:lifecycle in 1767) [ClassicSimilarity], result of:
            0.18747099 = score(doc=1767,freq=5.0), product of:
              0.1531836 = queryWeight, product of:
                1.1213092 = boost
                8.757029 = idf(docFreq=18, maxDocs=44421)
                0.015600199 = queryNorm
              1.223832 = fieldWeight in 1767, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                8.757029 = idf(docFreq=18, maxDocs=44421)
                0.0625 = fieldNorm(doc=1767)
          0.042734295 = weight(abstract_txt:models in 1767) [ClassicSimilarity], result of:
            0.042734295 = score(doc=1767,freq=3.0), product of:
              0.08538865 = queryWeight, product of:
                1.1839526 = boost
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.015600199 = queryNorm
              0.5004681 = fieldWeight in 1767, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.0625 = fieldNorm(doc=1767)
          0.043744247 = weight(abstract_txt:data in 1767) [ClassicSimilarity], result of:
            0.043744247 = score(doc=1767,freq=10.0), product of:
              0.066461064 = queryWeight, product of:
                1.2792737 = boost
                3.3302255 = idf(docFreq=4320, maxDocs=44421)
                0.015600199 = queryNorm
              0.6581936 = fieldWeight in 1767, product of:
                3.1622777 = tf(freq=10.0), with freq of:
                  10.0 = termFreq=10.0
                3.3302255 = idf(docFreq=4320, maxDocs=44421)
                0.0625 = fieldNorm(doc=1767)
          0.023662446 = weight(abstract_txt:model in 1767) [ClassicSimilarity], result of:
            0.023662446 = score(doc=1767,freq=1.0), product of:
              0.09505896 = queryWeight, product of:
                1.529947 = boost
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.015600199 = queryNorm
              0.24892388 = fieldWeight in 1767, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.0625 = fieldNorm(doc=1767)
          0.5154631 = weight(abstract_txt:lifecycles in 1767) [ClassicSimilarity], result of:
            0.5154631 = score(doc=1767,freq=2.0), product of:
              0.5884936 = queryWeight, product of:
                3.806718 = boost
                9.909708 = idf(docFreq=5, maxDocs=44421)
                0.015600199 = queryNorm
              0.8759027 = fieldWeight in 1767, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.909708 = idf(docFreq=5, maxDocs=44421)
                0.0625 = fieldNorm(doc=1767)
        0.2 = coord(5/25)
    
  2. Wang, F.; Wang, X.: Tracing theory diffusion : a text mining and citation-based analysis of TAM (2020) 0.16
    0.1591928 = sum of:
      0.1591928 = product of:
        0.6633034 = sum of:
          0.022735301 = weight(abstract_txt:method in 980) [ClassicSimilarity], result of:
            0.022735301 = score(doc=980,freq=1.0), product of:
              0.080858074 = queryWeight, product of:
                1.1521152 = boost
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.015600199 = queryNorm
              0.2811754 = fieldWeight in 980, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.0625 = fieldNorm(doc=980)
          0.031433627 = weight(abstract_txt:analysis in 980) [ClassicSimilarity], result of:
            0.031433627 = score(doc=980,freq=3.0), product of:
              0.07964819 = queryWeight, product of:
                1.4004506 = boost
                3.6456752 = idf(docFreq=3151, maxDocs=44421)
                0.015600199 = queryNorm
              0.3946559 = fieldWeight in 980, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.6456752 = idf(docFreq=3151, maxDocs=44421)
                0.0625 = fieldNorm(doc=980)
          0.023662446 = weight(abstract_txt:model in 980) [ClassicSimilarity], result of:
            0.023662446 = score(doc=980,freq=1.0), product of:
              0.09505896 = queryWeight, product of:
                1.529947 = boost
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.015600199 = queryNorm
              0.24892388 = fieldWeight in 980, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.0625 = fieldNorm(doc=980)
          0.11952074 = weight(abstract_txt:evolution in 980) [ClassicSimilarity], result of:
            0.11952074 = score(doc=980,freq=3.0), product of:
              0.19403277 = queryWeight, product of:
                2.1858351 = boost
                5.6902003 = idf(docFreq=407, maxDocs=44421)
                0.015600199 = queryNorm
              0.61598223 = fieldWeight in 980, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.6902003 = idf(docFreq=407, maxDocs=44421)
                0.0625 = fieldNorm(doc=980)
          0.4071598 = weight(abstract_txt:diffusion in 980) [ClassicSimilarity], result of:
            0.4071598 = score(doc=980,freq=8.0), product of:
              0.31678644 = queryWeight, product of:
                2.79295 = boost
                7.270651 = idf(docFreq=83, maxDocs=44421)
                0.015600199 = queryNorm
              1.2852817 = fieldWeight in 980, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                7.270651 = idf(docFreq=83, maxDocs=44421)
                0.0625 = fieldNorm(doc=980)
          0.058791433 = weight(abstract_txt:technology in 980) [ClassicSimilarity], result of:
            0.058791433 = score(doc=980,freq=1.0), product of:
              0.2197047 = queryWeight, product of:
                3.2893836 = boost
                4.2814875 = idf(docFreq=1668, maxDocs=44421)
                0.015600199 = queryNorm
              0.26759297 = fieldWeight in 980, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.2814875 = idf(docFreq=1668, maxDocs=44421)
                0.0625 = fieldNorm(doc=980)
        0.24 = coord(6/25)
    
  3. Van der Veer Martens, B.; Goodrum, G.: ¬The diffusion of theories : a functional approach (2006) 0.12
    0.11916685 = sum of:
      0.11916685 = product of:
        0.59583426 = sum of:
          0.026744705 = weight(abstract_txt:time in 269) [ClassicSimilarity], result of:
            0.026744705 = score(doc=269,freq=1.0), product of:
              0.06876286 = queryWeight, product of:
                1.0624566 = boost
                4.1487055 = idf(docFreq=1905, maxDocs=44421)
                0.015600199 = queryNorm
              0.38894114 = fieldWeight in 269, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1487055 = idf(docFreq=1905, maxDocs=44421)
                0.09375 = fieldNorm(doc=269)
          0.028604113 = weight(abstract_txt:over in 269) [ClassicSimilarity], result of:
            0.028604113 = score(doc=269,freq=1.0), product of:
              0.07191415 = queryWeight, product of:
                1.0865293 = boost
                4.242705 = idf(docFreq=1734, maxDocs=44421)
                0.015600199 = queryNorm
              0.3977536 = fieldWeight in 269, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.242705 = idf(docFreq=1734, maxDocs=44421)
                0.09375 = fieldNorm(doc=269)
          0.04715044 = weight(abstract_txt:analysis in 269) [ClassicSimilarity], result of:
            0.04715044 = score(doc=269,freq=3.0), product of:
              0.07964819 = queryWeight, product of:
                1.4004506 = boost
                3.6456752 = idf(docFreq=3151, maxDocs=44421)
                0.015600199 = queryNorm
              0.59198385 = fieldWeight in 269, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.6456752 = idf(docFreq=3151, maxDocs=44421)
                0.09375 = fieldNorm(doc=269)
          0.061476838 = weight(abstract_txt:model in 269) [ClassicSimilarity], result of:
            0.061476838 = score(doc=269,freq=3.0), product of:
              0.09505896 = queryWeight, product of:
                1.529947 = boost
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.015600199 = queryNorm
              0.6467232 = fieldWeight in 269, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.09375 = fieldNorm(doc=269)
          0.43185818 = weight(abstract_txt:diffusion in 269) [ClassicSimilarity], result of:
            0.43185818 = score(doc=269,freq=4.0), product of:
              0.31678644 = queryWeight, product of:
                2.79295 = boost
                7.270651 = idf(docFreq=83, maxDocs=44421)
                0.015600199 = queryNorm
              1.363247 = fieldWeight in 269, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                7.270651 = idf(docFreq=83, maxDocs=44421)
                0.09375 = fieldNorm(doc=269)
        0.2 = coord(5/25)
    
  4. Bohlin, L.; Esquivel, A.V.; Lancichinetti, A.; Rosvall, M.: Robustness of journal rankings by network flows with different amounts of memory (2016) 0.12
    0.116547294 = sum of:
      0.116547294 = product of:
        0.3642103 = sum of:
          0.017829804 = weight(abstract_txt:time in 4125) [ClassicSimilarity], result of:
            0.017829804 = score(doc=4125,freq=1.0), product of:
              0.06876286 = queryWeight, product of:
                1.0624566 = boost
                4.1487055 = idf(docFreq=1905, maxDocs=44421)
                0.015600199 = queryNorm
              0.2592941 = fieldWeight in 4125, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1487055 = idf(docFreq=1905, maxDocs=44421)
                0.0625 = fieldNorm(doc=4125)
          0.019069407 = weight(abstract_txt:over in 4125) [ClassicSimilarity], result of:
            0.019069407 = score(doc=4125,freq=1.0), product of:
              0.07191415 = queryWeight, product of:
                1.0865293 = boost
                4.242705 = idf(docFreq=1734, maxDocs=44421)
                0.015600199 = queryNorm
              0.26516905 = fieldWeight in 4125, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.242705 = idf(docFreq=1734, maxDocs=44421)
                0.0625 = fieldNorm(doc=4125)
          0.049345315 = weight(abstract_txt:models in 4125) [ClassicSimilarity], result of:
            0.049345315 = score(doc=4125,freq=4.0), product of:
              0.08538865 = queryWeight, product of:
                1.1839526 = boost
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.015600199 = queryNorm
              0.57789075 = fieldWeight in 4125, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.0625 = fieldNorm(doc=4125)
          0.11591374 = weight(abstract_txt:stepping in 4125) [ClassicSimilarity], result of:
            0.11591374 = score(doc=4125,freq=1.0), product of:
              0.19010907 = queryWeight, product of:
                1.2491674 = boost
                9.755557 = idf(docFreq=6, maxDocs=44421)
                0.015600199 = queryNorm
              0.6097223 = fieldWeight in 4125, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.755557 = idf(docFreq=6, maxDocs=44421)
                0.0625 = fieldNorm(doc=4125)
          0.013833146 = weight(abstract_txt:data in 4125) [ClassicSimilarity], result of:
            0.013833146 = score(doc=4125,freq=1.0), product of:
              0.066461064 = queryWeight, product of:
                1.2792737 = boost
                3.3302255 = idf(docFreq=4320, maxDocs=44421)
                0.015600199 = queryNorm
              0.20813909 = fieldWeight in 4125, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3302255 = idf(docFreq=4320, maxDocs=44421)
                0.0625 = fieldNorm(doc=4125)
          0.018148214 = weight(abstract_txt:analysis in 4125) [ClassicSimilarity], result of:
            0.018148214 = score(doc=4125,freq=1.0), product of:
              0.07964819 = queryWeight, product of:
                1.4004506 = boost
                3.6456752 = idf(docFreq=3151, maxDocs=44421)
                0.015600199 = queryNorm
              0.2278547 = fieldWeight in 4125, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6456752 = idf(docFreq=3151, maxDocs=44421)
                0.0625 = fieldNorm(doc=4125)
          0.023662446 = weight(abstract_txt:model in 4125) [ClassicSimilarity], result of:
            0.023662446 = score(doc=4125,freq=1.0), product of:
              0.09505896 = queryWeight, product of:
                1.529947 = boost
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.015600199 = queryNorm
              0.24892388 = fieldWeight in 4125, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.0625 = fieldNorm(doc=4125)
          0.10640825 = weight(abstract_txt:robust in 4125) [ClassicSimilarity], result of:
            0.10640825 = score(doc=4125,freq=2.0), product of:
              0.17956835 = queryWeight, product of:
                1.7169163 = boost
                6.704255 = idf(docFreq=147, maxDocs=44421)
                0.015600199 = queryNorm
              0.592578 = fieldWeight in 4125, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.704255 = idf(docFreq=147, maxDocs=44421)
                0.0625 = fieldNorm(doc=4125)
        0.32 = coord(8/25)
    
  5. Jiang, S.; Gao, Q.; Chen, H.; Roco, M.C.: ¬The roles of sharing, transfer, and public funding in nanotechnology knowledge-diffusion networks (2015) 0.10
    0.10280633 = sum of:
      0.10280633 = product of:
        0.42835972 = sum of:
          0.030840822 = weight(abstract_txt:models in 2823) [ClassicSimilarity], result of:
            0.030840822 = score(doc=2823,freq=1.0), product of:
              0.08538865 = queryWeight, product of:
                1.1839526 = boost
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.015600199 = queryNorm
              0.36118174 = fieldWeight in 2823, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.078125 = fieldNorm(doc=2823)
          0.017291432 = weight(abstract_txt:data in 2823) [ClassicSimilarity], result of:
            0.017291432 = score(doc=2823,freq=1.0), product of:
              0.066461064 = queryWeight, product of:
                1.2792737 = boost
                3.3302255 = idf(docFreq=4320, maxDocs=44421)
                0.015600199 = queryNorm
              0.26017386 = fieldWeight in 2823, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3302255 = idf(docFreq=4320, maxDocs=44421)
                0.078125 = fieldNorm(doc=2823)
          0.022685269 = weight(abstract_txt:analysis in 2823) [ClassicSimilarity], result of:
            0.022685269 = score(doc=2823,freq=1.0), product of:
              0.07964819 = queryWeight, product of:
                1.4004506 = boost
                3.6456752 = idf(docFreq=3151, maxDocs=44421)
                0.015600199 = queryNorm
              0.28481838 = fieldWeight in 2823, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6456752 = idf(docFreq=3151, maxDocs=44421)
                0.078125 = fieldNorm(doc=2823)
          0.029578056 = weight(abstract_txt:model in 2823) [ClassicSimilarity], result of:
            0.029578056 = score(doc=2823,freq=1.0), product of:
              0.09505896 = queryWeight, product of:
                1.529947 = boost
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.015600199 = queryNorm
              0.31115484 = fieldWeight in 2823, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.078125 = fieldNorm(doc=2823)
          0.25447488 = weight(abstract_txt:diffusion in 2823) [ClassicSimilarity], result of:
            0.25447488 = score(doc=2823,freq=2.0), product of:
              0.31678644 = queryWeight, product of:
                2.79295 = boost
                7.270651 = idf(docFreq=83, maxDocs=44421)
                0.015600199 = queryNorm
              0.80330104 = fieldWeight in 2823, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.270651 = idf(docFreq=83, maxDocs=44421)
                0.078125 = fieldNorm(doc=2823)
          0.073489286 = weight(abstract_txt:technology in 2823) [ClassicSimilarity], result of:
            0.073489286 = score(doc=2823,freq=1.0), product of:
              0.2197047 = queryWeight, product of:
                3.2893836 = boost
                4.2814875 = idf(docFreq=1668, maxDocs=44421)
                0.015600199 = queryNorm
              0.3344912 = fieldWeight in 2823, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.2814875 = idf(docFreq=1668, maxDocs=44421)
                0.078125 = fieldNorm(doc=2823)
        0.24 = coord(6/25)