Document (#35025)

Author

Karapiperis, S.
Apostolou, D.

Title

Consensus building in collaborative ontology engineering processes

Source

Journal of universal knowledge management. 1(2006) no.3, S.199-216

Year

2005

Abstract

Ontology development is time and money consuming as well as an error-prone process; the need for an embedded mechanism that evaluates quality and acceptance of the resultant collaborative ontology is apparent. Existing tools and methodologies lack consensus building mechanisms that must be employed in order for a team to cooperate and agree on the design and deployment process of a shared one. In this paper we describe a collaborative methodology for ontology development that supports a team to reach consensus through iterative evaluations and improvements. In every cycle of the iterative process, the structure of the collaborative ontology is revised and evolved. Finally, the process terminates when the participants have no more critiques and objections. We illustrate the methodology by creating an ontology for an airline training centre using the PROTÉGÉ software tool.

Theme

Wissensrepräsentation

Object

Protege

Similar documents (content)

1. Sure, Y.; Erdmann, M.; Studer, R.: OntoEdit: collaborative engineering of ontologies (2004) 0.23

   0.22817357 = sum of:
     0.22817357 = product of:
       0.8149056 = sum of:
         0.006523631 = weight(abstract_txt:that in 405) [ClassicSimilarity], result of:
           0.006523631 = score(doc=405,freq=2.0), product of:
             0.04161155 = queryWeight, product of:
               1.0393386 = boost
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.016929245 = queryNorm
             0.15677454 = fieldWeight in 405, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.046875 = fieldNorm(doc=405)
         0.026443923 = weight(abstract_txt:development in 405) [ClassicSimilarity], result of:
           0.026443923 = score(doc=405,freq=4.0), product of:
             0.0733496 = queryWeight, product of:
               1.1266872 = boost
               3.8455355 = idf(docFreq=2580, maxDocs=44421)
               0.016929245 = queryNorm
             0.36051896 = fieldWeight in 405, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               3.8455355 = idf(docFreq=2580, maxDocs=44421)
               0.046875 = fieldNorm(doc=405)
         0.04456214 = weight(abstract_txt:methodology in 405) [ClassicSimilarity], result of:
           0.04456214 = score(doc=405,freq=4.0), product of:
             0.10387026 = queryWeight, product of:
               1.340757 = boost
               4.5761847 = idf(docFreq=1242, maxDocs=44421)
               0.016929245 = queryNorm
             0.4290173 = fieldWeight in 405, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.5761847 = idf(docFreq=1242, maxDocs=44421)
               0.046875 = fieldNorm(doc=405)
         0.103557065 = weight(abstract_txt:team in 405) [ClassicSimilarity], result of:
           0.103557065 = score(doc=405,freq=3.0), product of:
             0.20057645 = queryWeight, product of:
               1.8631356 = boost
               6.3591332 = idf(docFreq=208, maxDocs=44421)
               0.016929245 = queryNorm
             0.5162972 = fieldWeight in 405, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.3591332 = idf(docFreq=208, maxDocs=44421)
               0.046875 = fieldNorm(doc=405)
         0.030865522 = weight(abstract_txt:process in 405) [ClassicSimilarity], result of:
           0.030865522 = score(doc=405,freq=1.0), product of:
             0.1626271 = queryWeight, product of:
               2.372553 = boost
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.016929245 = queryNorm
             0.18979323 = fieldWeight in 405, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.046875 = fieldNorm(doc=405)
         0.13278298 = weight(abstract_txt:collaborative in 405) [ClassicSimilarity], result of:
           0.13278298 = score(doc=405,freq=2.0), product of:
             0.34142512 = queryWeight, product of:
               3.4376938 = boost
               5.866657 = idf(docFreq=341, maxDocs=44421)
               0.016929245 = queryNorm
             0.38890806 = fieldWeight in 405, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.866657 = idf(docFreq=341, maxDocs=44421)
               0.046875 = fieldNorm(doc=405)
         0.47017032 = weight(abstract_txt:ontology in 405) [ClassicSimilarity], result of:
           0.47017032 = score(doc=405,freq=16.0), product of:
             0.45398107 = queryWeight, product of:
               4.8549414 = boost
               5.5235233 = idf(docFreq=481, maxDocs=44421)
               0.016929245 = queryNorm
             1.0356606 = fieldWeight in 405, product of:
               4.0 = tf(freq=16.0), with freq of:
                 16.0 = termFreq=16.0
               5.5235233 = idf(docFreq=481, maxDocs=44421)
               0.046875 = fieldNorm(doc=405)
       0.28 = coord(7/25)
   

2. Ghosh, S.S.; Das, S.; Chatterjee, S.K.: Human-centric faceted approach for ontology construction (2020) 0.18

   0.17974244 = sum of:
     0.17974244 = product of:
       0.7489269 = sum of:
         0.010653044 = weight(abstract_txt:that in 731) [ClassicSimilarity], result of:
           0.010653044 = score(doc=731,freq=3.0), product of:
             0.04161155 = queryWeight, product of:
               1.0393386 = boost
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.016929245 = queryNorm
             0.25601172 = fieldWeight in 731, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.0625 = fieldNorm(doc=731)
         0.10602883 = weight(abstract_txt:protégé in 731) [ClassicSimilarity], result of:
           0.10602883 = score(doc=731,freq=1.0), product of:
             0.19253692 = queryWeight, product of:
               1.2907629 = boost
               8.811096 = idf(docFreq=17, maxDocs=44421)
               0.016929245 = queryNorm
             0.5506935 = fieldWeight in 731, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.811096 = idf(docFreq=17, maxDocs=44421)
               0.0625 = fieldNorm(doc=731)
         0.029708093 = weight(abstract_txt:methodology in 731) [ClassicSimilarity], result of:
           0.029708093 = score(doc=731,freq=1.0), product of:
             0.10387026 = queryWeight, product of:
               1.340757 = boost
               4.5761847 = idf(docFreq=1242, maxDocs=44421)
               0.016929245 = queryNorm
             0.28601155 = fieldWeight in 731, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5761847 = idf(docFreq=1242, maxDocs=44421)
               0.0625 = fieldNorm(doc=731)
         0.048733313 = weight(abstract_txt:building in 731) [ClassicSimilarity], result of:
           0.048733313 = score(doc=731,freq=1.0), product of:
             0.14447476 = queryWeight, product of:
               1.5812497 = boost
               5.397019 = idf(docFreq=546, maxDocs=44421)
               0.016929245 = queryNorm
             0.33731368 = fieldWeight in 731, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.397019 = idf(docFreq=546, maxDocs=44421)
               0.0625 = fieldNorm(doc=731)
         0.058200583 = weight(abstract_txt:process in 731) [ClassicSimilarity], result of:
           0.058200583 = score(doc=731,freq=2.0), product of:
             0.1626271 = queryWeight, product of:
               2.372553 = boost
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.016929245 = queryNorm
             0.35787752 = fieldWeight in 731, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.0625 = fieldNorm(doc=731)
         0.49560305 = weight(abstract_txt:ontology in 731) [ClassicSimilarity], result of:
           0.49560305 = score(doc=731,freq=10.0), product of:
             0.45398107 = queryWeight, product of:
               4.8549414 = boost
               5.5235233 = idf(docFreq=481, maxDocs=44421)
               0.016929245 = queryNorm
             1.0916822 = fieldWeight in 731, product of:
               3.1622777 = tf(freq=10.0), with freq of:
                 10.0 = termFreq=10.0
               5.5235233 = idf(docFreq=481, maxDocs=44421)
               0.0625 = fieldNorm(doc=731)
       0.24 = coord(6/25)
   

3. Bardhan, S.; Dutta, B.: ONCO: an ontology model for MOOC platforms (2022) 0.15

   0.14502685 = sum of:
     0.14502685 = product of:
       0.72513425 = sum of:
         0.0076881726 = weight(abstract_txt:that in 2113) [ClassicSimilarity], result of:
           0.0076881726 = score(doc=2113,freq=1.0), product of:
             0.04161155 = queryWeight, product of:
               1.0393386 = boost
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.016929245 = queryNorm
             0.18476056 = fieldWeight in 2113, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.078125 = fieldNorm(doc=2113)
         0.07410399 = weight(abstract_txt:consuming in 2113) [ClassicSimilarity], result of:
           0.07410399 = score(doc=2113,freq=1.0), product of:
             0.13067296 = queryWeight, product of:
               1.063365 = boost
               7.2588162 = idf(docFreq=84, maxDocs=44421)
               0.016929245 = queryNorm
             0.56709504 = fieldWeight in 2113, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.2588162 = idf(docFreq=84, maxDocs=44421)
               0.078125 = fieldNorm(doc=2113)
         0.13253604 = weight(abstract_txt:protégé in 2113) [ClassicSimilarity], result of:
           0.13253604 = score(doc=2113,freq=1.0), product of:
             0.19253692 = queryWeight, product of:
               1.2907629 = boost
               8.811096 = idf(docFreq=17, maxDocs=44421)
               0.016929245 = queryNorm
             0.6883669 = fieldWeight in 2113, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.811096 = idf(docFreq=17, maxDocs=44421)
               0.078125 = fieldNorm(doc=2113)
         0.07275073 = weight(abstract_txt:process in 2113) [ClassicSimilarity], result of:
           0.07275073 = score(doc=2113,freq=2.0), product of:
             0.1626271 = queryWeight, product of:
               2.372553 = boost
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.016929245 = queryNorm
             0.4473469 = fieldWeight in 2113, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.078125 = fieldNorm(doc=2113)
         0.43805537 = weight(abstract_txt:ontology in 2113) [ClassicSimilarity], result of:
           0.43805537 = score(doc=2113,freq=5.0), product of:
             0.45398107 = queryWeight, product of:
               4.8549414 = boost
               5.5235233 = idf(docFreq=481, maxDocs=44421)
               0.016929245 = queryNorm
             0.96491987 = fieldWeight in 2113, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               5.5235233 = idf(docFreq=481, maxDocs=44421)
               0.078125 = fieldNorm(doc=2113)
       0.2 = coord(5/25)
   

4. Molholt, P.: Qualities of classification schemes for the Information Superhighway (1995) 0.13

   0.13479498 = sum of:
     0.13479498 = product of:
       0.56164575 = sum of:
         0.015065682 = weight(abstract_txt:that in 562) [ClassicSimilarity], result of:
           0.015065682 = score(doc=562,freq=6.0), product of:
             0.04161155 = queryWeight, product of:
               1.0393386 = boost
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.016929245 = queryNorm
             0.3620553 = fieldWeight in 562, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.0625 = fieldNorm(doc=562)
         0.07692399 = weight(abstract_txt:agree in 562) [ClassicSimilarity], result of:
           0.07692399 = score(doc=562,freq=1.0), product of:
             0.15545543 = queryWeight, product of:
               1.1598248 = boost
               7.917278 = idf(docFreq=43, maxDocs=44421)
               0.016929245 = queryNorm
             0.49482986 = fieldWeight in 562, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.917278 = idf(docFreq=43, maxDocs=44421)
               0.0625 = fieldNorm(doc=562)
         0.068919316 = weight(abstract_txt:building in 562) [ClassicSimilarity], result of:
           0.068919316 = score(doc=562,freq=2.0), product of:
             0.14447476 = queryWeight, product of:
               1.5812497 = boost
               5.397019 = idf(docFreq=546, maxDocs=44421)
               0.016929245 = queryNorm
             0.4770336 = fieldWeight in 562, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.397019 = idf(docFreq=546, maxDocs=44421)
               0.0625 = fieldNorm(doc=562)
         0.058200583 = weight(abstract_txt:process in 562) [ClassicSimilarity], result of:
           0.058200583 = score(doc=562,freq=2.0), product of:
             0.1626271 = queryWeight, product of:
               2.372553 = boost
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.016929245 = queryNorm
             0.35787752 = fieldWeight in 562, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.0625 = fieldNorm(doc=562)
         0.21734715 = weight(abstract_txt:consensus in 562) [ClassicSimilarity], result of:
           0.21734715 = score(doc=562,freq=2.0), product of:
             0.35565677 = queryWeight, product of:
               3.038545 = boost
               6.9139757 = idf(docFreq=119, maxDocs=44421)
               0.016929245 = queryNorm
             0.61111486 = fieldWeight in 562, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.9139757 = idf(docFreq=119, maxDocs=44421)
               0.0625 = fieldNorm(doc=562)
         0.125189 = weight(abstract_txt:collaborative in 562) [ClassicSimilarity], result of:
           0.125189 = score(doc=562,freq=1.0), product of:
             0.34142512 = queryWeight, product of:
               3.4376938 = boost
               5.866657 = idf(docFreq=341, maxDocs=44421)
               0.016929245 = queryNorm
             0.36666605 = fieldWeight in 562, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.866657 = idf(docFreq=341, maxDocs=44421)
               0.0625 = fieldNorm(doc=562)
       0.24 = coord(6/25)
   

5. Na, J.-C.; Neoh, H.L.: Effectiveness of UMLS semantic network as a seed ontology for building a medical domain ontology (2008) 0.13

   0.1290384 = sum of:
     0.1290384 = product of:
       0.64519197 = sum of:
         0.10602883 = weight(abstract_txt:protégé in 2910) [ClassicSimilarity], result of:
           0.10602883 = score(doc=2910,freq=1.0), product of:
             0.19253692 = queryWeight, product of:
               1.2907629 = boost
               8.811096 = idf(docFreq=17, maxDocs=44421)
               0.016929245 = queryNorm
             0.5506935 = fieldWeight in 2910, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.811096 = idf(docFreq=17, maxDocs=44421)
               0.0625 = fieldNorm(doc=2910)
         0.029708093 = weight(abstract_txt:methodology in 2910) [ClassicSimilarity], result of:
           0.029708093 = score(doc=2910,freq=1.0), product of:
             0.10387026 = queryWeight, product of:
               1.340757 = boost
               4.5761847 = idf(docFreq=1242, maxDocs=44421)
               0.016929245 = queryNorm
             0.28601155 = fieldWeight in 2910, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5761847 = idf(docFreq=1242, maxDocs=44421)
               0.0625 = fieldNorm(doc=2910)
         0.084408574 = weight(abstract_txt:building in 2910) [ClassicSimilarity], result of:
           0.084408574 = score(doc=2910,freq=3.0), product of:
             0.14447476 = queryWeight, product of:
               1.5812497 = boost
               5.397019 = idf(docFreq=546, maxDocs=44421)
               0.016929245 = queryNorm
             0.58424443 = fieldWeight in 2910, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.397019 = idf(docFreq=546, maxDocs=44421)
               0.0625 = fieldNorm(doc=2910)
         0.041154027 = weight(abstract_txt:process in 2910) [ClassicSimilarity], result of:
           0.041154027 = score(doc=2910,freq=1.0), product of:
             0.1626271 = queryWeight, product of:
               2.372553 = boost
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.016929245 = queryNorm
             0.25305763 = fieldWeight in 2910, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.0625 = fieldNorm(doc=2910)
         0.38389245 = weight(abstract_txt:ontology in 2910) [ClassicSimilarity], result of:
           0.38389245 = score(doc=2910,freq=6.0), product of:
             0.45398107 = queryWeight, product of:
               4.8549414 = boost
               5.5235233 = idf(docFreq=481, maxDocs=44421)
               0.016929245 = queryNorm
             0.84561336 = fieldWeight in 2910, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               5.5235233 = idf(docFreq=481, maxDocs=44421)
               0.0625 = fieldNorm(doc=2910)
       0.2 = coord(5/25)