Document (#42635)

Author

Clavier, V.

Title

Knowledge organization, data and algorithns : the new era of visual representation

Source

Knowledge organization. 46(2019) no.8, S.615-621

Year

2019

Abstract

This article shows how visual representations have progressively taken the lead over classical language-based models of knowledge organization (KO). The paper adopts a theoretical and historical perspective and focuses on the consequences of the changes in the volume of data generated by data production on the KO models. Until now, data visualization tools have been used mainly by researchers with expertise in textual data processing or in computational linguistics. But now, these tools are accessible to a greater number of users. Thus, there are new issues at stake for KO, other professions and institutions for gathering data that contribute to defining new standards and KO representations.

Content

DOI:10.5771/0943-7444-2019-8-615.

Footnote

Beitrag in einem Special Issue: Best papers from NASKO, ISKO-UK, ISKO-France, ISKO-Brazil 2019.

Theme

Visualisierung

Similar documents (content)

1. Zhu, B.; Chen, H.: Information visualization (2004) 0.15

   0.14907949 = sum of:
     0.14907949 = product of:
       0.5324267 = sum of:
         0.03377168 = weight(abstract_txt:textual in 5276) [ClassicSimilarity], result of:
           0.03377168 = score(doc=5276,freq=1.0), product of:
             0.14494051 = queryWeight, product of:
               1.0037575 = boost
               5.9648952 = idf(docFreq=309, maxDocs=44421)
               0.024207959 = queryNorm
             0.23300372 = fieldWeight in 5276, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.9648952 = idf(docFreq=309, maxDocs=44421)
               0.0390625 = fieldNorm(doc=5276)
         0.16285436 = weight(abstract_txt:visualization in 5276) [ClassicSimilarity], result of:
           0.16285436 = score(doc=5276,freq=18.0), product of:
             0.15785687 = queryWeight, product of:
               1.047528 = boost
               6.225004 = idf(docFreq=238, maxDocs=44421)
               0.024207959 = queryNorm
             1.0316584 = fieldWeight in 5276, product of:
               4.2426405 = tf(freq=18.0), with freq of:
                 18.0 = termFreq=18.0
               6.225004 = idf(docFreq=238, maxDocs=44421)
               0.0390625 = fieldNorm(doc=5276)
         0.018052427 = weight(abstract_txt:have in 5276) [ClassicSimilarity], result of:
           0.018052427 = score(doc=5276,freq=3.0), product of:
             0.08339654 = queryWeight, product of:
               1.07677 = boost
               3.199388 = idf(docFreq=4924, maxDocs=44421)
               0.024207959 = queryNorm
             0.21646494 = fieldWeight in 5276, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.199388 = idf(docFreq=4924, maxDocs=44421)
               0.0390625 = fieldNorm(doc=5276)
         0.0141949775 = weight(abstract_txt:knowledge in 5276) [ClassicSimilarity], result of:
           0.0141949775 = score(doc=5276,freq=1.0), product of:
             0.1024679 = queryWeight, product of:
               1.1935561 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.024207959 = queryNorm
             0.13853097 = fieldWeight in 5276, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.0390625 = fieldNorm(doc=5276)
         0.104993045 = weight(abstract_txt:progressively in 5276) [ClassicSimilarity], result of:
           0.104993045 = score(doc=5276,freq=1.0), product of:
             0.30874154 = queryWeight, product of:
               1.4649792 = boost
               8.705735 = idf(docFreq=19, maxDocs=44421)
               0.024207959 = queryNorm
             0.34006777 = fieldWeight in 5276, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.705735 = idf(docFreq=19, maxDocs=44421)
               0.0390625 = fieldNorm(doc=5276)
         0.13748334 = weight(abstract_txt:visual in 5276) [ClassicSimilarity], result of:
           0.13748334 = score(doc=5276,freq=6.0), product of:
             0.25622076 = queryWeight, product of:
               1.8873658 = boost
               5.6078978 = idf(docFreq=442, maxDocs=44421)
               0.024207959 = queryNorm
             0.5365816 = fieldWeight in 5276, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               5.6078978 = idf(docFreq=442, maxDocs=44421)
               0.0390625 = fieldNorm(doc=5276)
         0.0610769 = weight(abstract_txt:data in 5276) [ClassicSimilarity], result of:
           0.0610769 = score(doc=5276,freq=3.0), product of:
             0.27107078 = queryWeight, product of:
               3.3624117 = boost
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.024207959 = queryNorm
             0.22531718 = fieldWeight in 5276, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.0390625 = fieldNorm(doc=5276)
       0.28 = coord(7/25)
   

2. Data analysis and information systems, statistical and conceptual approaches : Proceedings of the 19th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Basel, March 8-10, 1995 (1996) 0.13

   0.1308098 = sum of:
     0.1308098 = product of:
       0.654049 = sum of:
         0.14364839 = weight(abstract_txt:volume in 5973) [ClassicSimilarity], result of:
           0.14364839 = score(doc=5973,freq=1.0), product of:
             0.15100172 = queryWeight, product of:
               1.0245304 = boost
               6.0883393 = idf(docFreq=273, maxDocs=44421)
               0.024207959 = queryNorm
             0.951303 = fieldWeight in 5973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.0883393 = idf(docFreq=273, maxDocs=44421)
               0.15625 = fieldNorm(doc=5973)
         0.18678099 = weight(abstract_txt:linguistics in 5973) [ClassicSimilarity], result of:
           0.18678099 = score(doc=5973,freq=1.0), product of:
             0.1798884 = queryWeight, product of:
               1.1182412 = boost
               6.6452217 = idf(docFreq=156, maxDocs=44421)
               0.024207959 = queryNorm
             1.0383159 = fieldWeight in 5973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.6452217 = idf(docFreq=156, maxDocs=44421)
               0.15625 = fieldNorm(doc=5973)
         0.05677991 = weight(abstract_txt:knowledge in 5973) [ClassicSimilarity], result of:
           0.05677991 = score(doc=5973,freq=1.0), product of:
             0.1024679 = queryWeight, product of:
               1.1935561 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.024207959 = queryNorm
             0.5541239 = fieldWeight in 5973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.15625 = fieldNorm(doc=5973)
         0.12578864 = weight(abstract_txt:models in 5973) [ClassicSimilarity], result of:
           0.12578864 = score(doc=5973,freq=1.0), product of:
             0.17413484 = queryWeight, product of:
               1.555936 = boost
               4.623126 = idf(docFreq=1185, maxDocs=44421)
               0.024207959 = queryNorm
             0.7223635 = fieldWeight in 5973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.623126 = idf(docFreq=1185, maxDocs=44421)
               0.15625 = fieldNorm(doc=5973)
         0.14105105 = weight(abstract_txt:data in 5973) [ClassicSimilarity], result of:
           0.14105105 = score(doc=5973,freq=1.0), product of:
             0.27107078 = queryWeight, product of:
               3.3624117 = boost
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.024207959 = queryNorm
             0.5203477 = fieldWeight in 5973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.15625 = fieldNorm(doc=5973)
       0.2 = coord(5/25)
   

3. Catarci, T.; Spaccapietra, S.: Visual information querying (2002) 0.13

   0.12927002 = sum of:
     0.12927002 = product of:
       0.46167865 = sum of:
         0.046795405 = weight(abstract_txt:textual in 5268) [ClassicSimilarity], result of:
           0.046795405 = score(doc=5268,freq=3.0), product of:
             0.14494051 = queryWeight, product of:
               1.0037575 = boost
               5.9648952 = idf(docFreq=309, maxDocs=44421)
               0.024207959 = queryNorm
             0.3228594 = fieldWeight in 5268, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.9648952 = idf(docFreq=309, maxDocs=44421)
               0.03125 = fieldNorm(doc=5268)
         0.0283242 = weight(abstract_txt:expertise in 5268) [ClassicSimilarity], result of:
           0.0283242 = score(doc=5268,freq=1.0), product of:
             0.14957757 = queryWeight, product of:
               1.0196877 = boost
               6.059561 = idf(docFreq=281, maxDocs=44421)
               0.024207959 = queryNorm
             0.18936127 = fieldWeight in 5268, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.059561 = idf(docFreq=281, maxDocs=44421)
               0.03125 = fieldNorm(doc=5268)
         0.029534077 = weight(abstract_txt:mainly in 5268) [ClassicSimilarity], result of:
           0.029534077 = score(doc=5268,freq=1.0), product of:
             0.15380731 = queryWeight, product of:
               1.0340044 = boost
               6.1446395 = idf(docFreq=258, maxDocs=44421)
               0.024207959 = queryNorm
             0.19201998 = fieldWeight in 5268, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.1446395 = idf(docFreq=258, maxDocs=44421)
               0.03125 = fieldNorm(doc=5268)
         0.1018473 = weight(abstract_txt:visualization in 5268) [ClassicSimilarity], result of:
           0.1018473 = score(doc=5268,freq=11.0), product of:
             0.15785687 = queryWeight, product of:
               1.047528 = boost
               6.225004 = idf(docFreq=238, maxDocs=44421)
               0.024207959 = queryNorm
             0.6451876 = fieldWeight in 5268, product of:
               3.3166249 = tf(freq=11.0), with freq of:
                 11.0 = termFreq=11.0
               6.225004 = idf(docFreq=238, maxDocs=44421)
               0.03125 = fieldNorm(doc=5268)
         0.018644467 = weight(abstract_txt:have in 5268) [ClassicSimilarity], result of:
           0.018644467 = score(doc=5268,freq=5.0), product of:
             0.08339654 = queryWeight, product of:
               1.07677 = boost
               3.199388 = idf(docFreq=4924, maxDocs=44421)
               0.024207959 = queryNorm
             0.22356404 = fieldWeight in 5268, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               3.199388 = idf(docFreq=4924, maxDocs=44421)
               0.03125 = fieldNorm(doc=5268)
         0.16189599 = weight(abstract_txt:visual in 5268) [ClassicSimilarity], result of:
           0.16189599 = score(doc=5268,freq=13.0), product of:
             0.25622076 = queryWeight, product of:
               1.8873658 = boost
               5.6078978 = idf(docFreq=442, maxDocs=44421)
               0.024207959 = queryNorm
             0.6318613 = fieldWeight in 5268, product of:
               3.6055512 = tf(freq=13.0), with freq of:
                 13.0 = termFreq=13.0
               5.6078978 = idf(docFreq=442, maxDocs=44421)
               0.03125 = fieldNorm(doc=5268)
         0.074637204 = weight(abstract_txt:data in 5268) [ClassicSimilarity], result of:
           0.074637204 = score(doc=5268,freq=7.0), product of:
             0.27107078 = queryWeight, product of:
               3.3624117 = boost
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.024207959 = queryNorm
             0.27534214 = fieldWeight in 5268, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.03125 = fieldNorm(doc=5268)
       0.28 = coord(7/25)
   

4. Pack, T.: Visualizing information : visualization systems data management (1998) 0.12

   0.12353765 = sum of:
     0.12353765 = product of:
       0.61768824 = sum of:
         0.18615806 = weight(abstract_txt:visualization in 4284) [ClassicSimilarity], result of:
           0.18615806 = score(doc=4284,freq=3.0), product of:
             0.15785687 = queryWeight, product of:
               1.047528 = boost
               6.225004 = idf(docFreq=238, maxDocs=44421)
               0.024207959 = queryNorm
             1.1792839 = fieldWeight in 4284, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.225004 = idf(docFreq=238, maxDocs=44421)
               0.109375 = fieldNorm(doc=4284)
         0.039745938 = weight(abstract_txt:knowledge in 4284) [ClassicSimilarity], result of:
           0.039745938 = score(doc=4284,freq=1.0), product of:
             0.1024679 = queryWeight, product of:
               1.1935561 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.024207959 = queryNorm
             0.3878867 = fieldWeight in 4284, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.109375 = fieldNorm(doc=4284)
         0.13589194 = weight(abstract_txt:tools in 4284) [ClassicSimilarity], result of:
           0.13589194 = score(doc=4284,freq=3.0), product of:
             0.1612432 = queryWeight, product of:
               1.4972337 = boost
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.024207959 = queryNorm
             0.8427763 = fieldWeight in 4284, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.109375 = fieldNorm(doc=4284)
         0.15715654 = weight(abstract_txt:visual in 4284) [ClassicSimilarity], result of:
           0.15715654 = score(doc=4284,freq=1.0), product of:
             0.25622076 = queryWeight, product of:
               1.8873658 = boost
               5.6078978 = idf(docFreq=442, maxDocs=44421)
               0.024207959 = queryNorm
             0.6133638 = fieldWeight in 4284, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.6078978 = idf(docFreq=442, maxDocs=44421)
               0.109375 = fieldNorm(doc=4284)
         0.09873575 = weight(abstract_txt:data in 4284) [ClassicSimilarity], result of:
           0.09873575 = score(doc=4284,freq=1.0), product of:
             0.27107078 = queryWeight, product of:
               3.3624117 = boost
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.024207959 = queryNorm
             0.36424342 = fieldWeight in 4284, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.109375 = fieldNorm(doc=4284)
       0.2 = coord(5/25)
   

5. Parsons, P.; Sedig, K.: Adjustable properties of visual representations : improving the quality of human-information interaction (2014) 0.12

   0.122350596 = sum of:
     0.122350596 = product of:
       0.611753 = sum of:
         0.061416227 = weight(abstract_txt:visualization in 2214) [ClassicSimilarity], result of:
           0.061416227 = score(doc=2214,freq=1.0), product of:
             0.15785687 = queryWeight, product of:
               1.047528 = boost
               6.225004 = idf(docFreq=238, maxDocs=44421)
               0.024207959 = queryNorm
             0.38906276 = fieldWeight in 2214, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.225004 = idf(docFreq=238, maxDocs=44421)
               0.0625 = fieldNorm(doc=2214)
         0.065178625 = weight(abstract_txt:computational in 2214) [ClassicSimilarity], result of:
           0.065178625 = score(doc=2214,freq=1.0), product of:
             0.1642397 = queryWeight, product of:
               1.0684962 = boost
               6.3496094 = idf(docFreq=210, maxDocs=44421)
               0.024207959 = queryNorm
             0.3968506 = fieldWeight in 2214, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.3496094 = idf(docFreq=210, maxDocs=44421)
               0.0625 = fieldNorm(doc=2214)
         0.10981729 = weight(abstract_txt:tools in 2214) [ClassicSimilarity], result of:
           0.10981729 = score(doc=2214,freq=6.0), product of:
             0.1612432 = queryWeight, product of:
               1.4972337 = boost
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.024207959 = queryNorm
             0.68106616 = fieldWeight in 2214, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.0625 = fieldNorm(doc=2214)
         0.21997334 = weight(abstract_txt:visual in 2214) [ClassicSimilarity], result of:
           0.21997334 = score(doc=2214,freq=6.0), product of:
             0.25622076 = queryWeight, product of:
               1.8873658 = boost
               5.6078978 = idf(docFreq=442, maxDocs=44421)
               0.024207959 = queryNorm
             0.8585305 = fieldWeight in 2214, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               5.6078978 = idf(docFreq=442, maxDocs=44421)
               0.0625 = fieldNorm(doc=2214)
         0.15536748 = weight(abstract_txt:representations in 2214) [ClassicSimilarity], result of:
           0.15536748 = score(doc=2214,freq=2.0), product of:
             0.2930768 = queryWeight, product of:
               2.0185506 = boost
               5.997685 = idf(docFreq=299, maxDocs=44421)
               0.024207959 = queryNorm
             0.53012544 = fieldWeight in 2214, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.997685 = idf(docFreq=299, maxDocs=44421)
               0.0625 = fieldNorm(doc=2214)
       0.2 = coord(5/25)