Document (#39377)

Author

Soergel, D.

Title

Unleashing the power of data through organization : structure and connections for meaning, learning and discovery

Source

Knowledge organization. 42(2015) no.6, S.401-427

Year

2015

Abstract

Knowledge organization is needed everywhere. Its importance is marked by its pervasiveness. This paper will show many areas, tasks, and functions where proper use of knowledge organization, construed as broadly as the term implies, provides support for learning and understanding, for sense making and meaning making, for inference, and for discovery by people and computer programs and thereby will make the world a better place. The paper focuses not on metadata but rather on structuring and representing the actual data or knowledge itself and argues for more communication between the largely separated KO, ontology, data modeling, and semantic web communities to address the many problems that need better solutions. In particular, the paper discusses the application of knowledge organization in knowledge bases for question answering and cognitive systems, knowledge bases for information extraction from text or multimedia, linked data, big data and data analytics, electronic health records as one example, influence diagrams (causal maps), dynamic system models, process diagrams, concept maps, and other node-link diagrams, information systems in organizations, knowledge organization for understanding and learning, and knowledge transfer between domains. The paper argues for moving beyond triples to a more powerful representation using entities and multi-way relationships but not attributes.

Content

Selected Papers from "Knowledge Organization, Making a Difference: ISKO-UK Biennial Conference, 13th-14th July 2015, London. Vgl.: http://www.ergon-verlag.de/isko_ko/downloads/ko_42_2015_6.

Similar documents (author)

1. Soergel, D.E.: Organizing information : principles of database and retrieval systems (1985) 5.02

   5.020828 = sum of:
     5.020828 = weight(author_txt:soergel in 868) [ClassicSimilarity], result of:
       5.020828 = score(doc=868,freq=1.0), product of:
         0.99999994 = queryWeight, product of:
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.12448145 = queryNorm
         5.0208282 = fieldWeight in 868, product of:
           1.0 = tf(freq=1.0), with freq of:
             1.0 = termFreq=1.0
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.625 = fieldNorm(doc=868)
   

2. Soergel, D.: ¬The Broad System of Ordering : a critique (1979) 5.02

   5.020828 = sum of:
     5.020828 = weight(author_txt:soergel in 1864) [ClassicSimilarity], result of:
       5.020828 = score(doc=1864,freq=1.0), product of:
         0.99999994 = queryWeight, product of:
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.12448145 = queryNorm
         5.0208282 = fieldWeight in 1864, product of:
           1.0 = tf(freq=1.0), with freq of:
             1.0 = termFreq=1.0
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.625 = fieldNorm(doc=1864)
   

3. Soergel, D.: Mathematical analysis of documentation systems : an attempt to a theory of classification and search request formulation (1967) 5.02

   5.020828 = sum of:
     5.020828 = weight(author_txt:soergel in 5449) [ClassicSimilarity], result of:
       5.020828 = score(doc=5449,freq=1.0), product of:
         0.99999994 = queryWeight, product of:
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.12448145 = queryNorm
         5.0208282 = fieldWeight in 5449, product of:
           1.0 = tf(freq=1.0), with freq of:
             1.0 = termFreq=1.0
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.625 = fieldNorm(doc=5449)
   

4. Soergel, D.: Software support for thesaurus construction and display (1994) 5.02

   5.020828 = sum of:
     5.020828 = weight(author_txt:soergel in 8890) [ClassicSimilarity], result of:
       5.020828 = score(doc=8890,freq=1.0), product of:
         0.99999994 = queryWeight, product of:
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.12448145 = queryNorm
         5.0208282 = fieldWeight in 8890, product of:
           1.0 = tf(freq=1.0), with freq of:
             1.0 = termFreq=1.0
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.625 = fieldNorm(doc=8890)
   

5. Soergel, D.: Information structure management : a unified framework for indexing and searching in database, expert, information-retrieval, and hypermedia systems (1994) 5.02

   5.020828 = sum of:
     5.020828 = weight(author_txt:soergel in 2984) [ClassicSimilarity], result of:
       5.020828 = score(doc=2984,freq=1.0), product of:
         0.99999994 = queryWeight, product of:
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.12448145 = queryNorm
         5.0208282 = fieldWeight in 2984, product of:
           1.0 = tf(freq=1.0), with freq of:
             1.0 = termFreq=1.0
           8.033325 = idf(docFreq=38, maxDocs=44218)
           0.625 = fieldNorm(doc=2984)
   

Similar documents (content)

1. Vogt, F.; Wille, R.: TOSCANA - a graphical tool for analyzing and exploring data (1995) 0.22

   0.22142835 = sum of:
     0.22142835 = product of:
       1.1071417 = sum of:
         0.040207066 = weight(abstract_txt:many in 1901) [ClassicSimilarity], result of:
           0.040207066 = score(doc=1901,freq=1.0), product of:
             0.09007567 = queryWeight, product of:
               1.115837 = boost
               4.081096 = idf(docFreq=2029, maxDocs=44218)
               0.019780165 = queryNorm
             0.4463699 = fieldWeight in 1901, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.081096 = idf(docFreq=2029, maxDocs=44218)
               0.109375 = fieldNorm(doc=1901)
         0.15282272 = weight(abstract_txt:bases in 1901) [ClassicSimilarity], result of:
           0.15282272 = score(doc=1901,freq=1.0), product of:
             0.21938041 = queryWeight, product of:
               1.7413895 = boost
               6.369011 = idf(docFreq=205, maxDocs=44218)
               0.019780165 = queryNorm
             0.69661057 = fieldWeight in 1901, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.369011 = idf(docFreq=205, maxDocs=44218)
               0.109375 = fieldNorm(doc=1901)
         0.11414785 = weight(abstract_txt:data in 1901) [ClassicSimilarity], result of:
           0.11414785 = score(doc=1901,freq=3.0), product of:
             0.1806 = queryWeight, product of:
               2.7366328 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.019780165 = queryNorm
             0.6320479 = fieldWeight in 1901, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.109375 = fieldNorm(doc=1901)
         0.6938581 = weight(abstract_txt:diagrams in 1901) [ClassicSimilarity], result of:
           0.6938581 = score(doc=1901,freq=3.0), product of:
             0.47742996 = queryWeight, product of:
               3.1462808 = boost
               7.6715355 = idf(docFreq=55, maxDocs=44218)
               0.019780165 = queryNorm
             1.4533191 = fieldWeight in 1901, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               7.6715355 = idf(docFreq=55, maxDocs=44218)
               0.109375 = fieldNorm(doc=1901)
         0.10610603 = weight(abstract_txt:knowledge in 1901) [ClassicSimilarity], result of:
           0.10610603 = score(doc=1901,freq=1.0), product of:
             0.27305654 = queryWeight, product of:
               3.8855572 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.019780165 = queryNorm
             0.38858628 = fieldWeight in 1901, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.109375 = fieldNorm(doc=1901)
       0.2 = coord(5/25)
   

2. Priss, U.; Jacob, E.: Utilizing faceted structures for information systems design (1999) 0.17

   0.17238095 = sum of:
     0.17238095 = product of:
       0.5386905 = sum of:
         0.014594808 = weight(abstract_txt:will in 2470) [ClassicSimilarity], result of:
           0.014594808 = score(doc=2470,freq=1.0), product of:
             0.08063483 = queryWeight, product of:
               1.0557433 = boost
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.019780165 = queryNorm
             0.1809988 = fieldWeight in 2470, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.046875 = fieldNorm(doc=2470)
         0.0172316 = weight(abstract_txt:many in 2470) [ClassicSimilarity], result of:
           0.0172316 = score(doc=2470,freq=1.0), product of:
             0.09007567 = queryWeight, product of:
               1.115837 = boost
               4.081096 = idf(docFreq=2029, maxDocs=44218)
               0.019780165 = queryNorm
             0.19130138 = fieldWeight in 2470, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.081096 = idf(docFreq=2029, maxDocs=44218)
               0.046875 = fieldNorm(doc=2470)
         0.031780172 = weight(abstract_txt:making in 2470) [ClassicSimilarity], result of:
           0.031780172 = score(doc=2470,freq=1.0), product of:
             0.13546525 = queryWeight, product of:
               1.3683934 = boost
               5.0048037 = idf(docFreq=805, maxDocs=44218)
               0.019780165 = queryNorm
             0.23460017 = fieldWeight in 2470, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.0048037 = idf(docFreq=805, maxDocs=44218)
               0.046875 = fieldNorm(doc=2470)
         0.05324765 = weight(abstract_txt:argues in 2470) [ClassicSimilarity], result of:
           0.05324765 = score(doc=2470,freq=1.0), product of:
             0.19109856 = queryWeight, product of:
               1.6252707 = boost
               5.9443145 = idf(docFreq=314, maxDocs=44218)
               0.019780165 = queryNorm
             0.27863973 = fieldWeight in 2470, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.9443145 = idf(docFreq=314, maxDocs=44218)
               0.046875 = fieldNorm(doc=2470)
         0.036609054 = weight(abstract_txt:paper in 2470) [ClassicSimilarity], result of:
           0.036609054 = score(doc=2470,freq=3.0), product of:
             0.13004261 = queryWeight, product of:
               1.8960721 = boost
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.019780165 = queryNorm
             0.28151584 = fieldWeight in 2470, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.046875 = fieldNorm(doc=2470)
         0.09695347 = weight(abstract_txt:organization in 2470) [ClassicSimilarity], result of:
           0.09695347 = score(doc=2470,freq=3.0), product of:
             0.26814657 = queryWeight, product of:
               3.0440595 = boost
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.019780165 = queryNorm
             0.36156893 = fieldWeight in 2470, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.046875 = fieldNorm(doc=2470)
         0.24279976 = weight(abstract_txt:diagrams in 2470) [ClassicSimilarity], result of:
           0.24279976 = score(doc=2470,freq=2.0), product of:
             0.47742996 = queryWeight, product of:
               3.1462808 = boost
               7.6715355 = idf(docFreq=55, maxDocs=44218)
               0.019780165 = queryNorm
             0.50855577 = fieldWeight in 2470, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.6715355 = idf(docFreq=55, maxDocs=44218)
               0.046875 = fieldNorm(doc=2470)
         0.045474008 = weight(abstract_txt:knowledge in 2470) [ClassicSimilarity], result of:
           0.045474008 = score(doc=2470,freq=1.0), product of:
             0.27305654 = queryWeight, product of:
               3.8855572 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.019780165 = queryNorm
             0.16653697 = fieldWeight in 2470, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.046875 = fieldNorm(doc=2470)
       0.32 = coord(8/25)
   

3. Ambite, J.L.; Knoblock, C.A.: Agents for information gathering (1997) 0.14

   0.1358944 = sum of:
     0.1358944 = product of:
       0.67947197 = sum of:
         0.17465453 = weight(abstract_txt:bases in 2290) [ClassicSimilarity], result of:
           0.17465453 = score(doc=2290,freq=1.0), product of:
             0.21938041 = queryWeight, product of:
               1.7413895 = boost
               6.369011 = idf(docFreq=205, maxDocs=44218)
               0.019780165 = queryNorm
             0.79612637 = fieldWeight in 2290, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.369011 = idf(docFreq=205, maxDocs=44218)
               0.125 = fieldNorm(doc=2290)
         0.1087365 = weight(abstract_txt:learning in 2290) [ClassicSimilarity], result of:
           0.1087365 = score(doc=2290,freq=1.0), product of:
             0.1831015 = queryWeight, product of:
               1.948447 = boost
               4.750873 = idf(docFreq=1038, maxDocs=44218)
               0.019780165 = queryNorm
             0.59385914 = fieldWeight in 2290, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.750873 = idf(docFreq=1038, maxDocs=44218)
               0.125 = fieldNorm(doc=2290)
         0.07531805 = weight(abstract_txt:data in 2290) [ClassicSimilarity], result of:
           0.07531805 = score(doc=2290,freq=1.0), product of:
             0.1806 = queryWeight, product of:
               2.7366328 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.019780165 = queryNorm
             0.41704348 = fieldWeight in 2290, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.125 = fieldNorm(doc=2290)
         0.14926964 = weight(abstract_txt:organization in 2290) [ClassicSimilarity], result of:
           0.14926964 = score(doc=2290,freq=1.0), product of:
             0.26814657 = queryWeight, product of:
               3.0440595 = boost
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.019780165 = queryNorm
             0.5566718 = fieldWeight in 2290, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.125 = fieldNorm(doc=2290)
         0.17149323 = weight(abstract_txt:knowledge in 2290) [ClassicSimilarity], result of:
           0.17149323 = score(doc=2290,freq=2.0), product of:
             0.27305654 = queryWeight, product of:
               3.8855572 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.019780165 = queryNorm
             0.62805027 = fieldWeight in 2290, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.125 = fieldNorm(doc=2290)
       0.2 = coord(5/25)
   

4. XML topic maps : creating and using topic maps for the Web (2003) 0.13

   0.13084653 = sum of:
     0.13084653 = product of:
       0.5451939 = sum of:
         0.122747995 = weight(abstract_txt:everywhere in 4727) [ClassicSimilarity], result of:
           0.122747995 = score(doc=4727,freq=1.0), product of:
             0.21848965 = queryWeight, product of:
               1.228846 = boost
               8.988837 = idf(docFreq=14, maxDocs=44218)
               0.019780165 = queryNorm
             0.5618023 = fieldWeight in 4727, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.988837 = idf(docFreq=14, maxDocs=44218)
               0.0625 = fieldNorm(doc=4727)
         0.04237356 = weight(abstract_txt:making in 4727) [ClassicSimilarity], result of:
           0.04237356 = score(doc=4727,freq=1.0), product of:
             0.13546525 = queryWeight, product of:
               1.3683934 = boost
               5.0048037 = idf(docFreq=805, maxDocs=44218)
               0.019780165 = queryNorm
             0.31280023 = fieldWeight in 4727, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.0048037 = idf(docFreq=805, maxDocs=44218)
               0.0625 = fieldNorm(doc=4727)
         0.059109494 = weight(abstract_txt:meaning in 4727) [ClassicSimilarity], result of:
           0.059109494 = score(doc=4727,freq=1.0), product of:
             0.16912304 = queryWeight, product of:
               1.528968 = boost
               5.592094 = idf(docFreq=447, maxDocs=44218)
               0.019780165 = queryNorm
             0.34950587 = fieldWeight in 4727, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.592094 = idf(docFreq=447, maxDocs=44218)
               0.0625 = fieldNorm(doc=4727)
         0.20707291 = weight(abstract_txt:maps in 4727) [ClassicSimilarity], result of:
           0.20707291 = score(doc=4727,freq=9.0), product of:
             0.18754232 = queryWeight, product of:
               1.610077 = boost
               5.888745 = idf(docFreq=332, maxDocs=44218)
               0.019780165 = queryNorm
             1.1041397 = fieldWeight in 4727, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               5.888745 = idf(docFreq=332, maxDocs=44218)
               0.0625 = fieldNorm(doc=4727)
         0.05325791 = weight(abstract_txt:data in 4727) [ClassicSimilarity], result of:
           0.05325791 = score(doc=4727,freq=2.0), product of:
             0.1806 = queryWeight, product of:
               2.7366328 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.019780165 = queryNorm
             0.29489428 = fieldWeight in 4727, 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=4727)
         0.060632013 = weight(abstract_txt:knowledge in 4727) [ClassicSimilarity], result of:
           0.060632013 = score(doc=4727,freq=1.0), product of:
             0.27305654 = queryWeight, product of:
               3.8855572 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.019780165 = queryNorm
             0.2220493 = fieldWeight in 4727, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.0625 = fieldNorm(doc=4727)
       0.24 = coord(6/25)
   

5. Soergel, D.: SemWeb: Proposal for an Open, multifunctional, multilingual system for integrated access to knowledge about concepts and terminology : exploration and development of the concept (1996) 0.13

   0.12889376 = sum of:
     0.12889376 = product of:
       0.53705734 = sum of:
         0.019459745 = weight(abstract_txt:will in 3576) [ClassicSimilarity], result of:
           0.019459745 = score(doc=3576,freq=1.0), product of:
             0.08063483 = queryWeight, product of:
               1.0557433 = boost
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.019780165 = queryNorm
             0.24133174 = fieldWeight in 3576, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.0625 = fieldNorm(doc=3576)
         0.039794676 = weight(abstract_txt:many in 3576) [ClassicSimilarity], result of:
           0.039794676 = score(doc=3576,freq=3.0), product of:
             0.09007567 = queryWeight, product of:
               1.115837 = boost
               4.081096 = idf(docFreq=2029, maxDocs=44218)
               0.019780165 = queryNorm
             0.44179162 = fieldWeight in 3576, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.081096 = idf(docFreq=2029, maxDocs=44218)
               0.0625 = fieldNorm(doc=3576)
         0.1952697 = weight(abstract_txt:bases in 3576) [ClassicSimilarity], result of:
           0.1952697 = score(doc=3576,freq=5.0), product of:
             0.21938041 = queryWeight, product of:
               1.7413895 = boost
               6.369011 = idf(docFreq=205, maxDocs=44218)
               0.019780165 = queryNorm
             0.89009637 = fieldWeight in 3576, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               6.369011 = idf(docFreq=205, maxDocs=44218)
               0.0625 = fieldNorm(doc=3576)
         0.028181665 = weight(abstract_txt:paper in 3576) [ClassicSimilarity], result of:
           0.028181665 = score(doc=3576,freq=1.0), product of:
             0.13004261 = queryWeight, product of:
               1.8960721 = boost
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.019780165 = queryNorm
             0.216711 = fieldWeight in 3576, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.0625 = fieldNorm(doc=3576)
         0.05325791 = weight(abstract_txt:data in 3576) [ClassicSimilarity], result of:
           0.05325791 = score(doc=3576,freq=2.0), product of:
             0.1806 = queryWeight, product of:
               2.7366328 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.019780165 = queryNorm
             0.29489428 = fieldWeight in 3576, 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=3576)
         0.20109364 = weight(abstract_txt:knowledge in 3576) [ClassicSimilarity], result of:
           0.20109364 = score(doc=3576,freq=11.0), product of:
             0.27305654 = queryWeight, product of:
               3.8855572 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.019780165 = queryNorm
             0.73645425 = fieldWeight in 3576, product of:
               3.3166249 = tf(freq=11.0), with freq of:
                 11.0 = termFreq=11.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.0625 = fieldNorm(doc=3576)
       0.24 = coord(6/25)