Document (#43440)

Author

Bagchi, M.

Title

¬A large-scale, knowledge-intensive domain-development methodology

Source

Knowledge organization. 48(2021) no.1, S.8-23

Year

2021

Abstract

Since time immemorial, organization and visualization has emerged as the pre-eminent natural combination through which abstract concepts in a domain can be understood, imbibed and communicated. In the present era of big data and information explosion, domains are becoming increasingly intricate and facetized, often leaving traditional approaches of knowledge organization functionally inefficient in dynamically depicting intellectual landscapes. The paper attempts to present, ab initio, a step-by-step conceptual domain development methodology using knowledge graphs, rooted in the rudiments of interdisciplinary knowledge organization and knowledge cartography. It briefly highlights the implementation of the proposed methodology on business domain data, and considers its research ramifications, originality and limitations from multiple perspectives. The paper concludes by summarizing observations on the entire work and particularizing future lines of research.

Content

DOI:10.5771/0943-7444-2021-1-8.

Footnote

Part of: Special issue: Domain ontologies, part 2.

Similar documents (content)

1. Raan, A.F.J. van; Noyons, E.C.M.: Discovery of patterns of scientific and technological development and knowledge transfer (2002) 0.13

   0.12811281 = sum of:
     0.12811281 = product of:
       0.45754573 = sum of:
         0.01409816 = weight(abstract_txt:data in 3603) [ClassicSimilarity], result of:
           0.01409816 = score(doc=3603,freq=1.0), product of:
             0.067610025 = queryWeight, product of:
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.020264681 = queryNorm
             0.20852174 = fieldWeight in 3603, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=3603)
         0.027410183 = weight(abstract_txt:paper in 3603) [ClassicSimilarity], result of:
           0.027410183 = score(doc=3603,freq=3.0), product of:
             0.073024794 = queryWeight, product of:
               1.0392729 = boost
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.020264681 = queryNorm
             0.37535447 = fieldWeight in 3603, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.0625 = fieldNorm(doc=3603)
         0.07354126 = weight(abstract_txt:lines in 3603) [ClassicSimilarity], result of:
           0.07354126 = score(doc=3603,freq=1.0), product of:
             0.16140372 = queryWeight, product of:
               1.0925372 = boost
               7.290168 = idf(docFreq=81, maxDocs=44218)
               0.020264681 = queryNorm
             0.4556355 = fieldWeight in 3603, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.290168 = idf(docFreq=81, maxDocs=44218)
               0.0625 = fieldNorm(doc=3603)
         0.0216225 = weight(abstract_txt:development in 3603) [ClassicSimilarity], result of:
           0.0216225 = score(doc=3603,freq=1.0), product of:
             0.08991664 = queryWeight, product of:
               1.1532261 = boost
               3.8475635 = idf(docFreq=2563, maxDocs=44218)
               0.020264681 = queryNorm
             0.24047272 = fieldWeight in 3603, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.8475635 = idf(docFreq=2563, maxDocs=44218)
               0.0625 = fieldNorm(doc=3603)
         0.15262517 = weight(abstract_txt:cartography in 3603) [ClassicSimilarity], result of:
           0.15262517 = score(doc=3603,freq=1.0), product of:
             0.2626094 = queryWeight, product of:
               1.3935885 = boost
               9.298992 = idf(docFreq=10, maxDocs=44218)
               0.020264681 = queryNorm
             0.581187 = fieldWeight in 3603, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.298992 = idf(docFreq=10, maxDocs=44218)
               0.0625 = fieldNorm(doc=3603)
         0.09453322 = weight(abstract_txt:methodology in 3603) [ClassicSimilarity], result of:
           0.09453322 = score(doc=3603,freq=3.0), product of:
             0.19081645 = queryWeight, product of:
               2.0575385 = boost
               4.5764427 = idf(docFreq=1236, maxDocs=44218)
               0.020264681 = queryNorm
             0.49541444 = fieldWeight in 3603, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.5764427 = idf(docFreq=1236, maxDocs=44218)
               0.0625 = fieldNorm(doc=3603)
         0.07371523 = weight(abstract_txt:knowledge in 3603) [ClassicSimilarity], result of:
           0.07371523 = score(doc=3603,freq=3.0), product of:
             0.19166693 = queryWeight, product of:
               2.6621838 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.020264681 = queryNorm
             0.38460067 = fieldWeight in 3603, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.0625 = fieldNorm(doc=3603)
       0.28 = coord(7/25)
   

2. Hjoerland, B.; Hartel, J.: Introduction to a Special Issue of Knowledge Organization (2003) 0.12

   0.12209051 = sum of:
     0.12209051 = product of:
       0.38153285 = sum of:
         0.006167945 = weight(abstract_txt:data in 3013) [ClassicSimilarity], result of:
           0.006167945 = score(doc=3013,freq=1.0), product of:
             0.067610025 = queryWeight, product of:
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.020264681 = queryNorm
             0.09122826 = fieldWeight in 3013, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.02734375 = fieldNorm(doc=3013)
         0.013847116 = weight(abstract_txt:paper in 3013) [ClassicSimilarity], result of:
           0.013847116 = score(doc=3013,freq=4.0), product of:
             0.073024794 = queryWeight, product of:
               1.0392729 = boost
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.020264681 = queryNorm
             0.18962212 = fieldWeight in 3013, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.02734375 = fieldNorm(doc=3013)
         0.03337026 = weight(abstract_txt:dynamically in 3013) [ClassicSimilarity], result of:
           0.03337026 = score(doc=3013,freq=1.0), product of:
             0.16537905 = queryWeight, product of:
               1.1059098 = boost
               7.3793993 = idf(docFreq=74, maxDocs=44218)
               0.020264681 = queryNorm
             0.20178045 = fieldWeight in 3013, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3793993 = idf(docFreq=74, maxDocs=44218)
               0.02734375 = fieldNorm(doc=3013)
         0.009459844 = weight(abstract_txt:development in 3013) [ClassicSimilarity], result of:
           0.009459844 = score(doc=3013,freq=1.0), product of:
             0.08991664 = queryWeight, product of:
               1.1532261 = boost
               3.8475635 = idf(docFreq=2563, maxDocs=44218)
               0.020264681 = queryNorm
             0.10520682 = fieldWeight in 3013, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.8475635 = idf(docFreq=2563, maxDocs=44218)
               0.02734375 = fieldNorm(doc=3013)
         0.041140568 = weight(abstract_txt:leaving in 3013) [ClassicSimilarity], result of:
           0.041140568 = score(doc=3013,freq=1.0), product of:
             0.19014618 = queryWeight, product of:
               1.1858323 = boost
               7.912698 = idf(docFreq=43, maxDocs=44218)
               0.020264681 = queryNorm
             0.21636283 = fieldWeight in 3013, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.912698 = idf(docFreq=43, maxDocs=44218)
               0.02734375 = fieldNorm(doc=3013)
         0.058214936 = weight(abstract_txt:organization in 3013) [ClassicSimilarity], result of:
           0.058214936 = score(doc=3013,freq=7.0), product of:
             0.18069167 = queryWeight, product of:
               2.0022078 = boost
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.020264681 = queryNorm
             0.3221783 = fieldWeight in 3013, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.02734375 = fieldNorm(doc=3013)
         0.06966886 = weight(abstract_txt:knowledge in 3013) [ClassicSimilarity], result of:
           0.06966886 = score(doc=3013,freq=14.0), product of:
             0.19166693 = queryWeight, product of:
               2.6621838 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.020264681 = queryNorm
             0.36348918 = fieldWeight in 3013, product of:
               3.7416575 = tf(freq=14.0), with freq of:
                 14.0 = termFreq=14.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.02734375 = fieldNorm(doc=3013)
         0.14966333 = weight(abstract_txt:domain in 3013) [ClassicSimilarity], result of:
           0.14966333 = score(doc=3013,freq=18.0), product of:
             0.27242497 = queryWeight, product of:
               2.8387876 = boost
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.020264681 = queryNorm
             0.5493745 = fieldWeight in 3013, product of:
               4.2426405 = tf(freq=18.0), with freq of:
                 18.0 = termFreq=18.0
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.02734375 = fieldNorm(doc=3013)
       0.32 = coord(8/25)
   

3. Martínez-Ávila, D.; Semidão, R.; Ferreira, M.: Methodological aspects of critical theories in knowledge organization (2016) 0.12

   0.12111518 = sum of:
     0.12111518 = product of:
       0.5046466 = sum of:
         0.023737915 = weight(abstract_txt:paper in 2823) [ClassicSimilarity], result of:
           0.023737915 = score(doc=2823,freq=1.0), product of:
             0.073024794 = queryWeight, product of:
               1.0392729 = boost
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.020264681 = queryNorm
             0.3250665 = fieldWeight in 2823, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.09375 = fieldNorm(doc=2823)
         0.0811244 = weight(abstract_txt:present in 2823) [ClassicSimilarity], result of:
           0.0811244 = score(doc=2823,freq=3.0), product of:
             0.114877746 = queryWeight, product of:
               1.3035041 = boost
               4.348943 = idf(docFreq=1552, maxDocs=44218)
               0.020264681 = queryNorm
             0.70618033 = fieldWeight in 2823, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.348943 = idf(docFreq=1552, maxDocs=44218)
               0.09375 = fieldNorm(doc=2823)
         0.106687516 = weight(abstract_txt:organization in 2823) [ClassicSimilarity], result of:
           0.106687516 = score(doc=2823,freq=2.0), product of:
             0.18069167 = queryWeight, product of:
               2.0022078 = boost
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.020264681 = queryNorm
             0.59043956 = fieldWeight in 2823, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.09375 = fieldNorm(doc=2823)
         0.08186818 = weight(abstract_txt:methodology in 2823) [ClassicSimilarity], result of:
           0.08186818 = score(doc=2823,freq=1.0), product of:
             0.19081645 = queryWeight, product of:
               2.0575385 = boost
               4.5764427 = idf(docFreq=1236, maxDocs=44218)
               0.020264681 = queryNorm
             0.4290415 = fieldWeight in 2823, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5764427 = idf(docFreq=1236, maxDocs=44218)
               0.09375 = fieldNorm(doc=2823)
         0.09028235 = weight(abstract_txt:knowledge in 2823) [ClassicSimilarity], result of:
           0.09028235 = score(doc=2823,freq=2.0), product of:
             0.19166693 = queryWeight, product of:
               2.6621838 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.020264681 = queryNorm
             0.4710377 = fieldWeight in 2823, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.09375 = fieldNorm(doc=2823)
         0.12094624 = weight(abstract_txt:domain in 2823) [ClassicSimilarity], result of:
           0.12094624 = score(doc=2823,freq=1.0), product of:
             0.27242497 = queryWeight, product of:
               2.8387876 = boost
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.020264681 = queryNorm
             0.44396168 = fieldWeight in 2823, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.09375 = fieldNorm(doc=2823)
       0.24 = coord(6/25)
   

4. Thellefsen, M.M.: Domain analytical information and knowledge organization : investigating the externalist and internalist conception of information (2023) 0.11

   0.11403582 = sum of:
     0.11403582 = product of:
       0.5701791 = sum of:
         0.034262728 = weight(abstract_txt:paper in 1007) [ClassicSimilarity], result of:
           0.034262728 = score(doc=1007,freq=3.0), product of:
             0.073024794 = queryWeight, product of:
               1.0392729 = boost
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.020264681 = queryNorm
             0.4691931 = fieldWeight in 1007, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.078125 = fieldNorm(doc=1007)
         0.10888749 = weight(abstract_txt:organization in 1007) [ClassicSimilarity], result of:
           0.10888749 = score(doc=1007,freq=3.0), product of:
             0.18069167 = queryWeight, product of:
               2.0022078 = boost
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.020264681 = queryNorm
             0.6026149 = fieldWeight in 1007, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.078125 = fieldNorm(doc=1007)
         0.06822348 = weight(abstract_txt:methodology in 1007) [ClassicSimilarity], result of:
           0.06822348 = score(doc=1007,freq=1.0), product of:
             0.19081645 = queryWeight, product of:
               2.0575385 = boost
               4.5764427 = idf(docFreq=1236, maxDocs=44218)
               0.020264681 = queryNorm
             0.3575346 = fieldWeight in 1007, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5764427 = idf(docFreq=1236, maxDocs=44218)
               0.078125 = fieldNorm(doc=1007)
         0.092144035 = weight(abstract_txt:knowledge in 1007) [ClassicSimilarity], result of:
           0.092144035 = score(doc=1007,freq=3.0), product of:
             0.19166693 = queryWeight, product of:
               2.6621838 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.020264681 = queryNorm
             0.48075083 = fieldWeight in 1007, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.078125 = fieldNorm(doc=1007)
         0.2666614 = weight(abstract_txt:domain in 1007) [ClassicSimilarity], result of:
           0.2666614 = score(doc=1007,freq=7.0), product of:
             0.27242497 = queryWeight, product of:
               2.8387876 = boost
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.020264681 = queryNorm
             0.9788435 = fieldWeight in 1007, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.078125 = fieldNorm(doc=1007)
       0.2 = coord(5/25)
   

5. Loehrlein, A.; Martin, R.; Robertson, E.L.: Integration of international standards in the domain of manufacturing enterprise (2006) 0.11

   0.10659009 = sum of:
     0.10659009 = product of:
       0.53295046 = sum of:
         0.03357048 = weight(abstract_txt:paper in 226) [ClassicSimilarity], result of:
           0.03357048 = score(doc=226,freq=2.0), product of:
             0.073024794 = queryWeight, product of:
               1.0392729 = boost
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.020264681 = queryNorm
             0.45971346 = fieldWeight in 226, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.09375 = fieldNorm(doc=226)
         0.18146388 = weight(abstract_txt:ramifications in 226) [ClassicSimilarity], result of:
           0.18146388 = score(doc=226,freq=1.0), product of:
             0.22491863 = queryWeight, product of:
               1.2897103 = boost
               8.6058445 = idf(docFreq=21, maxDocs=44218)
               0.020264681 = queryNorm
             0.8067979 = fieldWeight in 226, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.6058445 = idf(docFreq=21, maxDocs=44218)
               0.09375 = fieldNorm(doc=226)
         0.106687516 = weight(abstract_txt:organization in 226) [ClassicSimilarity], result of:
           0.106687516 = score(doc=226,freq=2.0), product of:
             0.18069167 = queryWeight, product of:
               2.0022078 = boost
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.020264681 = queryNorm
             0.59043956 = fieldWeight in 226, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.4533744 = idf(docFreq=1398, maxDocs=44218)
               0.09375 = fieldNorm(doc=226)
         0.09028235 = weight(abstract_txt:knowledge in 226) [ClassicSimilarity], result of:
           0.09028235 = score(doc=226,freq=2.0), product of:
             0.19166693 = queryWeight, product of:
               2.6621838 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.020264681 = queryNorm
             0.4710377 = fieldWeight in 226, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.09375 = fieldNorm(doc=226)
         0.12094624 = weight(abstract_txt:domain in 226) [ClassicSimilarity], result of:
           0.12094624 = score(doc=226,freq=1.0), product of:
             0.27242497 = queryWeight, product of:
               2.8387876 = boost
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.020264681 = queryNorm
             0.44396168 = fieldWeight in 226, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.09375 = fieldNorm(doc=226)
       0.2 = coord(5/25)