Document (#26260)

Author

Feitelson, D.G.
Yovel, U.

Title

Predictive ranking of computer scientists using CiteSeer data

Source

Journal of documentation. 60(2004) no.1, S.44-61

Year

2004

Abstract

The increasing availability of digital libraries with cross-citation data on the Internet enables new studies in bibliometrics. The paper focuses on the list of 10.000 top-cited authors in computer science available as part of CiteSeer. Using data from several consecutive lists a model of how authors accrue citations with time is constructed. By comparing the rate at which individual authors accrue citations with the average rate, predictions are made of how their ranking in the list will change in the future.

Footnote

Vgl. auch unter: http://www.emeraldinsight.com/10.1108/00220410410516644

Theme

Informetrie
Citation indexing

Field

Informatik

Object

CiteSeer

Similar documents (content)

1. Fiala, D.: Bibliometric analysis of CiteSeer data for countries (2012) 0.24

   0.24483117 = sum of:
     0.24483117 = product of:
       0.87439704 = sum of:
         0.049535494 = weight(abstract_txt:comparing in 2742) [ClassicSimilarity], result of:
           0.049535494 = score(doc=2742,freq=1.0), product of:
             0.10471617 = queryWeight, product of:
               1.0950577 = boost
               6.0549803 = idf(docFreq=281, maxDocs=44218)
               0.015792977 = queryNorm
             0.47304535 = fieldWeight in 2742, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.0549803 = idf(docFreq=281, maxDocs=44218)
               0.078125 = fieldNorm(doc=2742)
         0.018535761 = weight(abstract_txt:using in 2742) [ClassicSimilarity], result of:
           0.018535761 = score(doc=2742,freq=1.0), product of:
             0.06850985 = queryWeight, product of:
               1.2526267 = boost
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.015792977 = queryNorm
             0.27055615 = fieldWeight in 2742, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.078125 = fieldNorm(doc=2742)
         0.010456363 = weight(abstract_txt:with in 2742) [ClassicSimilarity], result of:
           0.010456363 = score(doc=2742,freq=1.0), product of:
             0.05354229 = queryWeight, product of:
               1.3562484 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.015792977 = queryNorm
             0.19529167 = fieldWeight in 2742, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.078125 = fieldNorm(doc=2742)
         0.05080831 = weight(abstract_txt:computer in 2742) [ClassicSimilarity], result of:
           0.05080831 = score(doc=2742,freq=2.0), product of:
             0.10650236 = queryWeight, product of:
               1.5617976 = boost
               4.317879 = idf(docFreq=1601, maxDocs=44218)
               0.015792977 = queryNorm
             0.47706276 = fieldWeight in 2742, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.317879 = idf(docFreq=1601, maxDocs=44218)
               0.078125 = fieldNorm(doc=2742)
         0.05559024 = weight(abstract_txt:data in 2742) [ClassicSimilarity], result of:
           0.05559024 = score(doc=2742,freq=5.0), product of:
             0.095378876 = queryWeight, product of:
               1.8101596 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.015792977 = queryNorm
             0.582836 = fieldWeight in 2742, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.078125 = fieldNorm(doc=2742)
         0.067920215 = weight(abstract_txt:citations in 2742) [ClassicSimilarity], result of:
           0.067920215 = score(doc=2742,freq=1.0), product of:
             0.16283414 = queryWeight, product of:
               1.9311583 = boost
               5.339045 = idf(docFreq=576, maxDocs=44218)
               0.015792977 = queryNorm
             0.4171129 = fieldWeight in 2742, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.339045 = idf(docFreq=576, maxDocs=44218)
               0.078125 = fieldNorm(doc=2742)
         0.6215507 = weight(abstract_txt:citeseer in 2742) [ClassicSimilarity], result of:
           0.6215507 = score(doc=2742,freq=3.0), product of:
             0.493958 = queryWeight, product of:
               3.36349 = boost
               9.298992 = idf(docFreq=10, maxDocs=44218)
               0.015792977 = queryNorm
             1.2583067 = fieldWeight in 2742, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               9.298992 = idf(docFreq=10, maxDocs=44218)
               0.078125 = fieldNorm(doc=2742)
       0.28 = coord(7/25)
   

2. Zhao, D.; Strotmann, A.: Can citation analysis of Web publications better detect research fronts? (2007) 0.17

   0.16708776 = sum of:
     0.16708776 = product of:
       0.59674203 = sum of:
         0.036849238 = weight(abstract_txt:average in 471) [ClassicSimilarity], result of:
           0.036849238 = score(doc=471,freq=1.0), product of:
             0.099761225 = queryWeight, product of:
               1.0688359 = boost
               5.90999 = idf(docFreq=325, maxDocs=44218)
               0.015792977 = queryNorm
             0.36937436 = fieldWeight in 471, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.90999 = idf(docFreq=325, maxDocs=44218)
               0.0625 = fieldNorm(doc=471)
         0.056043014 = weight(abstract_txt:comparing in 471) [ClassicSimilarity], result of:
           0.056043014 = score(doc=471,freq=2.0), product of:
             0.10471617 = queryWeight, product of:
               1.0950577 = boost
               6.0549803 = idf(docFreq=281, maxDocs=44218)
               0.015792977 = queryNorm
             0.5351897 = fieldWeight in 471, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.0549803 = idf(docFreq=281, maxDocs=44218)
               0.0625 = fieldNorm(doc=471)
         0.020970818 = weight(abstract_txt:using in 471) [ClassicSimilarity], result of:
           0.020970818 = score(doc=471,freq=2.0), product of:
             0.06850985 = queryWeight, product of:
               1.2526267 = boost
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.015792977 = queryNorm
             0.30609933 = fieldWeight in 471, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.0625 = fieldNorm(doc=471)
         0.008365091 = weight(abstract_txt:with in 471) [ClassicSimilarity], result of:
           0.008365091 = score(doc=471,freq=1.0), product of:
             0.05354229 = queryWeight, product of:
               1.3562484 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.015792977 = queryNorm
             0.15623334 = fieldWeight in 471, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.0625 = fieldNorm(doc=471)
         0.02874152 = weight(abstract_txt:computer in 471) [ClassicSimilarity], result of:
           0.02874152 = score(doc=471,freq=1.0), product of:
             0.10650236 = queryWeight, product of:
               1.5617976 = boost
               4.317879 = idf(docFreq=1601, maxDocs=44218)
               0.015792977 = queryNorm
             0.26986745 = fieldWeight in 471, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.317879 = idf(docFreq=1601, maxDocs=44218)
               0.0625 = fieldNorm(doc=471)
         0.039777137 = weight(abstract_txt:data in 471) [ClassicSimilarity], result of:
           0.039777137 = score(doc=471,freq=4.0), product of:
             0.095378876 = queryWeight, product of:
               1.8101596 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.015792977 = queryNorm
             0.41704348 = fieldWeight in 471, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=471)
         0.40599522 = weight(abstract_txt:citeseer in 471) [ClassicSimilarity], result of:
           0.40599522 = score(doc=471,freq=2.0), product of:
             0.493958 = queryWeight, product of:
               3.36349 = boost
               9.298992 = idf(docFreq=10, maxDocs=44218)
               0.015792977 = queryNorm
             0.82192254 = fieldWeight in 471, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               9.298992 = idf(docFreq=10, maxDocs=44218)
               0.0625 = fieldNorm(doc=471)
       0.28 = coord(7/25)
   

3. Wiggers, G.; Verberne, S.; Loon, W. van; Zwenne, G.-J.: Bibliometric-enhanced legal information retrieval : combining usage and citations as flavors of impact relevance (2023) 0.15

   0.1450446 = sum of:
     0.1450446 = product of:
       0.4532644 = sum of:
         0.036849238 = weight(abstract_txt:average in 1022) [ClassicSimilarity], result of:
           0.036849238 = score(doc=1022,freq=1.0), product of:
             0.099761225 = queryWeight, product of:
               1.0688359 = boost
               5.90999 = idf(docFreq=325, maxDocs=44218)
               0.015792977 = queryNorm
             0.36937436 = fieldWeight in 1022, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.90999 = idf(docFreq=325, maxDocs=44218)
               0.0625 = fieldNorm(doc=1022)
         0.039628394 = weight(abstract_txt:comparing in 1022) [ClassicSimilarity], result of:
           0.039628394 = score(doc=1022,freq=1.0), product of:
             0.10471617 = queryWeight, product of:
               1.0950577 = boost
               6.0549803 = idf(docFreq=281, maxDocs=44218)
               0.015792977 = queryNorm
             0.37843627 = fieldWeight in 1022, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.0549803 = idf(docFreq=281, maxDocs=44218)
               0.0625 = fieldNorm(doc=1022)
         0.025683902 = weight(abstract_txt:using in 1022) [ClassicSimilarity], result of:
           0.025683902 = score(doc=1022,freq=3.0), product of:
             0.06850985 = queryWeight, product of:
               1.2526267 = boost
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.015792977 = queryNorm
             0.37489358 = fieldWeight in 1022, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.0625 = fieldNorm(doc=1022)
         0.062363118 = weight(abstract_txt:bibliometrics in 1022) [ClassicSimilarity], result of:
           0.062363118 = score(doc=1022,freq=1.0), product of:
             0.14167546 = queryWeight, product of:
               1.2737303 = boost
               7.042927 = idf(docFreq=104, maxDocs=44218)
               0.015792977 = queryNorm
             0.44018292 = fieldWeight in 1022, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.042927 = idf(docFreq=104, maxDocs=44218)
               0.0625 = fieldNorm(doc=1022)
         0.011830025 = weight(abstract_txt:with in 1022) [ClassicSimilarity], result of:
           0.011830025 = score(doc=1022,freq=2.0), product of:
             0.05354229 = queryWeight, product of:
               1.3562484 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.015792977 = queryNorm
             0.22094731 = fieldWeight in 1022, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.0625 = fieldNorm(doc=1022)
         0.028126685 = weight(abstract_txt:data in 1022) [ClassicSimilarity], result of:
           0.028126685 = score(doc=1022,freq=2.0), product of:
             0.095378876 = queryWeight, product of:
               1.8101596 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.015792977 = queryNorm
             0.29489428 = fieldWeight in 1022, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=1022)
         0.10867235 = weight(abstract_txt:citations in 1022) [ClassicSimilarity], result of:
           0.10867235 = score(doc=1022,freq=4.0), product of:
             0.16283414 = queryWeight, product of:
               1.9311583 = boost
               5.339045 = idf(docFreq=576, maxDocs=44218)
               0.015792977 = queryNorm
             0.66738063 = fieldWeight in 1022, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.339045 = idf(docFreq=576, maxDocs=44218)
               0.0625 = fieldNorm(doc=1022)
         0.14011067 = weight(abstract_txt:ranking in 1022) [ClassicSimilarity], result of:
           0.14011067 = score(doc=1022,freq=5.0), product of:
             0.1790648 = queryWeight, product of:
               2.0251176 = boost
               5.598813 = idf(docFreq=444, maxDocs=44218)
               0.015792977 = queryNorm
             0.78245795 = fieldWeight in 1022, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               5.598813 = idf(docFreq=444, maxDocs=44218)
               0.0625 = fieldNorm(doc=1022)
       0.32 = coord(8/25)
   

4. Aksnes, D.W.: Citation rates and perceptions of scientific contribution (2006) 0.13

   0.13450274 = sum of:
     0.13450274 = product of:
       0.48036692 = sum of:
         0.043469634 = weight(abstract_txt:cited in 4925) [ClassicSimilarity], result of:
           0.043469634 = score(doc=4925,freq=1.0), product of:
             0.0959828 = queryWeight, product of:
               1.0483996 = boost
               5.79699 = idf(docFreq=364, maxDocs=44218)
               0.015792977 = queryNorm
             0.45288983 = fieldWeight in 4925, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.79699 = idf(docFreq=364, maxDocs=44218)
               0.078125 = fieldNorm(doc=4925)
         0.044226 = weight(abstract_txt:scientists in 4925) [ClassicSimilarity], result of:
           0.044226 = score(doc=4925,freq=1.0), product of:
             0.09709298 = queryWeight, product of:
               1.0544453 = boost
               5.830419 = idf(docFreq=352, maxDocs=44218)
               0.015792977 = queryNorm
             0.4555015 = fieldWeight in 4925, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.830419 = idf(docFreq=352, maxDocs=44218)
               0.078125 = fieldNorm(doc=4925)
         0.04606155 = weight(abstract_txt:average in 4925) [ClassicSimilarity], result of:
           0.04606155 = score(doc=4925,freq=1.0), product of:
             0.099761225 = queryWeight, product of:
               1.0688359 = boost
               5.90999 = idf(docFreq=325, maxDocs=44218)
               0.015792977 = queryNorm
             0.46171796 = fieldWeight in 4925, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.90999 = idf(docFreq=325, maxDocs=44218)
               0.078125 = fieldNorm(doc=4925)
         0.010456363 = weight(abstract_txt:with in 4925) [ClassicSimilarity], result of:
           0.010456363 = score(doc=4925,freq=1.0), product of:
             0.05354229 = queryWeight, product of:
               1.3562484 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.015792977 = queryNorm
             0.19529167 = fieldWeight in 4925, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.078125 = fieldNorm(doc=4925)
         0.0960537 = weight(abstract_txt:citations in 4925) [ClassicSimilarity], result of:
           0.0960537 = score(doc=4925,freq=2.0), product of:
             0.16283414 = queryWeight, product of:
               1.9311583 = boost
               5.339045 = idf(docFreq=576, maxDocs=44218)
               0.015792977 = queryNorm
             0.5898867 = fieldWeight in 4925, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.339045 = idf(docFreq=576, maxDocs=44218)
               0.078125 = fieldNorm(doc=4925)
         0.1450056 = weight(abstract_txt:rate in 4925) [ClassicSimilarity], result of:
           0.1450056 = score(doc=4925,freq=2.0), product of:
             0.2142854 = queryWeight, product of:
               2.2153454 = boost
               6.124733 = idf(docFreq=262, maxDocs=44218)
               0.015792977 = queryNorm
             0.6766938 = fieldWeight in 4925, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.124733 = idf(docFreq=262, maxDocs=44218)
               0.078125 = fieldNorm(doc=4925)
         0.09509405 = weight(abstract_txt:authors in 4925) [ClassicSimilarity], result of:
           0.09509405 = score(doc=4925,freq=2.0), product of:
             0.18515497 = queryWeight, product of:
               2.5220778 = boost
               4.648501 = idf(docFreq=1150, maxDocs=44218)
               0.015792977 = queryNorm
             0.51359165 = fieldWeight in 4925, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.648501 = idf(docFreq=1150, maxDocs=44218)
               0.078125 = fieldNorm(doc=4925)
       0.28 = coord(7/25)
   

5. Thelwall, M.; Sud, P.: Mendeley readership counts : an investigation of temporal and disciplinary differences (2016) 0.12

   0.12456453 = sum of:
     0.12456453 = product of:
       0.62282264 = sum of:
         0.044226 = weight(abstract_txt:scientists in 3211) [ClassicSimilarity], result of:
           0.044226 = score(doc=3211,freq=1.0), product of:
             0.09709298 = queryWeight, product of:
               1.0544453 = boost
               5.830419 = idf(docFreq=352, maxDocs=44218)
               0.015792977 = queryNorm
             0.4555015 = fieldWeight in 3211, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.830419 = idf(docFreq=352, maxDocs=44218)
               0.078125 = fieldNorm(doc=3211)
         0.018535761 = weight(abstract_txt:using in 3211) [ClassicSimilarity], result of:
           0.018535761 = score(doc=3211,freq=1.0), product of:
             0.06850985 = queryWeight, product of:
               1.2526267 = boost
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.015792977 = queryNorm
             0.27055615 = fieldWeight in 3211, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.078125 = fieldNorm(doc=3211)
         0.010456363 = weight(abstract_txt:with in 3211) [ClassicSimilarity], result of:
           0.010456363 = score(doc=3211,freq=1.0), product of:
             0.05354229 = queryWeight, product of:
               1.3562484 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.015792977 = queryNorm
             0.19529167 = fieldWeight in 3211, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.078125 = fieldNorm(doc=3211)
         0.13584043 = weight(abstract_txt:citations in 3211) [ClassicSimilarity], result of:
           0.13584043 = score(doc=3211,freq=4.0), product of:
             0.16283414 = queryWeight, product of:
               1.9311583 = boost
               5.339045 = idf(docFreq=576, maxDocs=44218)
               0.015792977 = queryNorm
             0.8342258 = fieldWeight in 3211, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.339045 = idf(docFreq=576, maxDocs=44218)
               0.078125 = fieldNorm(doc=3211)
         0.41376406 = weight(abstract_txt:accrue in 3211) [ClassicSimilarity], result of:
           0.41376406 = score(doc=3211,freq=1.0), product of:
             0.5431435 = queryWeight, product of:
               3.5269754 = boost
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.015792977 = queryNorm
             0.7617951 = fieldWeight in 3211, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.078125 = fieldNorm(doc=3211)
       0.2 = coord(5/25)