Document (#10514)

Author

Levitin, A.
Redman, T.

Title

Quality dimensions of a conceptual view

Source

Information processing and management. 31(1995) no.1, S.81-88

Year

1995

Abstract

Data quality is usually associated with the quality of data values. But even correct data values are of little use if they are based on a deficient data model. Discusses a list of characteristics (dimensions) that are crucial for data model quality. Singles out 14 quality dimensions, organized into 6 categories: content, scope, level of detail, composition, consistency, and reaction to change. Discusses 2 types of correlation among dimensions called 'reinforcements' and 'tradeoffs'

Similar documents (content)

1. Choi, Y.: ¬A complete assessment of tagging quality : a consolidated methodology (2015) 0.17

   0.16531514 = sum of:
     0.16531514 = product of:
       0.6888131 = sum of:
         0.070041664 = weight(abstract_txt:correlation in 2730) [ClassicSimilarity], result of:
           0.070041664 = score(doc=2730,freq=1.0), product of:
             0.14140512 = queryWeight, product of:
               1.247396 = boost
               6.3401756 = idf(docFreq=212, maxDocs=44421)
               0.01787967 = queryNorm
             0.49532622 = fieldWeight in 2730, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.3401756 = idf(docFreq=212, maxDocs=44421)
               0.078125 = fieldNorm(doc=2730)
         0.14263614 = weight(abstract_txt:consistency in 2730) [ClassicSimilarity], result of:
           0.14263614 = score(doc=2730,freq=4.0), product of:
             0.14311787 = queryWeight, product of:
               1.2549278 = boost
               6.3784575 = idf(docFreq=204, maxDocs=44421)
               0.01787967 = queryNorm
             0.996634 = fieldWeight in 2730, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               6.3784575 = idf(docFreq=204, maxDocs=44421)
               0.078125 = fieldNorm(doc=2730)
         0.034725 = weight(abstract_txt:model in 2730) [ClassicSimilarity], result of:
           0.034725 = score(doc=2730,freq=1.0), product of:
             0.11160038 = queryWeight, product of:
               1.5671827 = boost
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.01787967 = queryNorm
             0.31115484 = fieldWeight in 2730, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.078125 = fieldNorm(doc=2730)
         0.15221858 = weight(abstract_txt:values in 2730) [ClassicSimilarity], result of:
           0.15221858 = score(doc=2730,freq=2.0), product of:
             0.23724985 = queryWeight, product of:
               2.2850187 = boost
               5.807065 = idf(docFreq=362, maxDocs=44421)
               0.01787967 = queryNorm
             0.6415961 = fieldWeight in 2730, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.807065 = idf(docFreq=362, maxDocs=44421)
               0.078125 = fieldNorm(doc=2730)
         0.050750867 = weight(abstract_txt:data in 2730) [ClassicSimilarity], result of:
           0.050750867 = score(doc=2730,freq=1.0), product of:
             0.1950652 = queryWeight, product of:
               3.276021 = boost
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.01787967 = queryNorm
             0.26017386 = fieldWeight in 2730, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.078125 = fieldNorm(doc=2730)
         0.23844086 = weight(abstract_txt:quality in 2730) [ClassicSimilarity], result of:
           0.23844086 = score(doc=2730,freq=3.0), product of:
             0.3794002 = queryWeight, product of:
               4.5688357 = boost
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.01787967 = queryNorm
             0.6284679 = fieldWeight in 2730, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.078125 = fieldNorm(doc=2730)
       0.24 = coord(6/25)
   

2. Lagoze, C.: Keeping Dublin Core simple : Cross-domain discovery or resource description? (2001) 0.13

   0.13408518 = sum of:
     0.13408518 = product of:
       0.30473906 = sum of:
         0.020413544 = weight(abstract_txt:associated in 2216) [ClassicSimilarity], result of:
           0.020413544 = score(doc=2216,freq=2.0), product of:
             0.09087752 = queryWeight, product of:
               5.082729 = idf(docFreq=748, maxDocs=44421)
               0.01787967 = queryNorm
             0.224627 = fieldWeight in 2216, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.082729 = idf(docFreq=748, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.0145031875 = weight(abstract_txt:even in 2216) [ClassicSimilarity], result of:
           0.0145031875 = score(doc=2216,freq=1.0), product of:
             0.09116536 = queryWeight, product of:
               1.0015824 = boost
               5.0907717 = idf(docFreq=742, maxDocs=44421)
               0.01787967 = queryNorm
             0.15908661 = fieldWeight in 2216, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.0907717 = idf(docFreq=742, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.021581907 = weight(abstract_txt:categories in 2216) [ClassicSimilarity], result of:
           0.021581907 = score(doc=2216,freq=2.0), product of:
             0.09431282 = queryWeight, product of:
               1.0187254 = boost
               5.177905 = idf(docFreq=680, maxDocs=44421)
               0.01787967 = queryNorm
             0.22883323 = fieldWeight in 2216, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.177905 = idf(docFreq=680, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.016285382 = weight(abstract_txt:change in 2216) [ClassicSimilarity], result of:
           0.016285382 = score(doc=2216,freq=1.0), product of:
             0.098488644 = queryWeight, product of:
               1.0410339 = boost
               5.2912927 = idf(docFreq=607, maxDocs=44421)
               0.01787967 = queryNorm
             0.1653529 = fieldWeight in 2216, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.2912927 = idf(docFreq=607, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.016361749 = weight(abstract_txt:called in 2216) [ClassicSimilarity], result of:
           0.016361749 = score(doc=2216,freq=1.0), product of:
             0.0987963 = queryWeight, product of:
               1.0426586 = boost
               5.2995505 = idf(docFreq=602, maxDocs=44421)
               0.01787967 = queryNorm
             0.16561095 = fieldWeight in 2216, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.2995505 = idf(docFreq=602, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.01664405 = weight(abstract_txt:little in 2216) [ClassicSimilarity], result of:
           0.01664405 = score(doc=2216,freq=1.0), product of:
             0.09992945 = queryWeight, product of:
               1.0486209 = boost
               5.329856 = idf(docFreq=584, maxDocs=44421)
               0.01787967 = queryNorm
             0.166558 = fieldWeight in 2216, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.329856 = idf(docFreq=584, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.030229058 = weight(abstract_txt:scope in 2216) [ClassicSimilarity], result of:
           0.030229058 = score(doc=2216,freq=2.0), product of:
             0.11806665 = queryWeight, product of:
               1.1398177 = boost
               5.7933846 = idf(docFreq=367, maxDocs=44421)
               0.01787967 = queryNorm
             0.25603384 = fieldWeight in 2216, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.7933846 = idf(docFreq=367, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.024058184 = weight(abstract_txt:model in 2216) [ClassicSimilarity], result of:
           0.024058184 = score(doc=2216,freq=3.0), product of:
             0.11160038 = queryWeight, product of:
               1.5671827 = boost
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.01787967 = queryNorm
             0.2155744 = fieldWeight in 2216, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.06088743 = weight(abstract_txt:values in 2216) [ClassicSimilarity], result of:
           0.06088743 = score(doc=2216,freq=2.0), product of:
             0.23724985 = queryWeight, product of:
               2.2850187 = boost
               5.807065 = idf(docFreq=362, maxDocs=44421)
               0.01787967 = queryNorm
             0.25663844 = fieldWeight in 2216, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.807065 = idf(docFreq=362, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.028709026 = weight(abstract_txt:data in 2216) [ClassicSimilarity], result of:
           0.028709026 = score(doc=2216,freq=2.0), product of:
             0.1950652 = queryWeight, product of:
               3.276021 = boost
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.01787967 = queryNorm
             0.14717656 = fieldWeight in 2216, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
         0.055065557 = weight(abstract_txt:quality in 2216) [ClassicSimilarity], result of:
           0.055065557 = score(doc=2216,freq=1.0), product of:
             0.3794002 = queryWeight, product of:
               4.5688357 = boost
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.01787967 = queryNorm
             0.14513846 = fieldWeight in 2216, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.03125 = fieldNorm(doc=2216)
       0.44 = coord(11/25)
   

3. Berkley, B.J.; Gupta, A.: Improving service quality with information technology (1994) 0.12

   0.121524945 = sum of:
     0.121524945 = product of:
       0.7595309 = sum of:
         0.07217456 = weight(abstract_txt:model in 8020) [ClassicSimilarity], result of:
           0.07217456 = score(doc=8020,freq=3.0), product of:
             0.11160038 = queryWeight, product of:
               1.5671827 = boost
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.01787967 = queryNorm
             0.6467232 = fieldWeight in 8020, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.09375 = fieldNorm(doc=8020)
         0.08612708 = weight(abstract_txt:data in 8020) [ClassicSimilarity], result of:
           0.08612708 = score(doc=8020,freq=2.0), product of:
             0.1950652 = queryWeight, product of:
               3.276021 = boost
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.01787967 = queryNorm
             0.4415297 = fieldWeight in 8020, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.09375 = fieldNorm(doc=8020)
         0.33039337 = weight(abstract_txt:quality in 8020) [ClassicSimilarity], result of:
           0.33039337 = score(doc=8020,freq=4.0), product of:
             0.3794002 = queryWeight, product of:
               4.5688357 = boost
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.01787967 = queryNorm
             0.8708308 = fieldWeight in 8020, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.09375 = fieldNorm(doc=8020)
         0.27083585 = weight(abstract_txt:dimensions in 8020) [ClassicSimilarity], result of:
           0.27083585 = score(doc=8020,freq=1.0), product of:
             0.48970076 = queryWeight, product of:
               4.642663 = boost
               5.899349 = idf(docFreq=330, maxDocs=44421)
               0.01787967 = queryNorm
             0.553064 = fieldWeight in 8020, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.899349 = idf(docFreq=330, maxDocs=44421)
               0.09375 = fieldNorm(doc=8020)
       0.16 = coord(4/25)
   

4. Gonçalves, M.A.; Moreira, B.L.; Fox, E.A.; Watson, L.T.: "What is a good digital library?" : a quality model for digital libraries (2007) 0.12

   0.12119148 = sum of:
     0.12119148 = product of:
       0.75744677 = sum of:
         0.057054456 = weight(abstract_txt:consistency in 1937) [ClassicSimilarity], result of:
           0.057054456 = score(doc=1937,freq=1.0), product of:
             0.14311787 = queryWeight, product of:
               1.2549278 = boost
               6.3784575 = idf(docFreq=204, maxDocs=44421)
               0.01787967 = queryNorm
             0.3986536 = fieldWeight in 1937, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.3784575 = idf(docFreq=204, maxDocs=44421)
               0.0625 = fieldNorm(doc=1937)
         0.027779998 = weight(abstract_txt:model in 1937) [ClassicSimilarity], result of:
           0.027779998 = score(doc=1937,freq=1.0), product of:
             0.11160038 = queryWeight, product of:
               1.5671827 = boost
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.01787967 = queryNorm
             0.24892388 = fieldWeight in 1937, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.0625 = fieldNorm(doc=1937)
         0.31149784 = weight(abstract_txt:quality in 1937) [ClassicSimilarity], result of:
           0.31149784 = score(doc=1937,freq=8.0), product of:
             0.3794002 = queryWeight, product of:
               4.5688357 = boost
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.01787967 = queryNorm
             0.8210271 = fieldWeight in 1937, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.0625 = fieldNorm(doc=1937)
         0.36111447 = weight(abstract_txt:dimensions in 1937) [ClassicSimilarity], result of:
           0.36111447 = score(doc=1937,freq=4.0), product of:
             0.48970076 = queryWeight, product of:
               4.642663 = boost
               5.899349 = idf(docFreq=330, maxDocs=44421)
               0.01787967 = queryNorm
             0.73741865 = fieldWeight in 1937, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.899349 = idf(docFreq=330, maxDocs=44421)
               0.0625 = fieldNorm(doc=1937)
       0.16 = coord(4/25)
   

5. Zhang, Y.; Trace, C.B.: ¬The quality of health and wellness self-tracking data : a consumer perspective (2022) 0.11

   0.113952294 = sum of:
     0.113952294 = product of:
       0.71220183 = sum of:
         0.030521426 = weight(abstract_txt:categories in 1460) [ClassicSimilarity], result of:
           0.030521426 = score(doc=1460,freq=1.0), product of:
             0.09431282 = queryWeight, product of:
               1.0187254 = boost
               5.177905 = idf(docFreq=680, maxDocs=44421)
               0.01787967 = queryNorm
             0.32361907 = fieldWeight in 1460, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.177905 = idf(docFreq=680, maxDocs=44421)
               0.0625 = fieldNorm(doc=1460)
         0.114836104 = weight(abstract_txt:data in 1460) [ClassicSimilarity], result of:
           0.114836104 = score(doc=1460,freq=8.0), product of:
             0.1950652 = queryWeight, product of:
               3.276021 = boost
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.01787967 = queryNorm
             0.58870625 = fieldWeight in 1460, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               3.3302255 = idf(docFreq=4320, maxDocs=44421)
               0.0625 = fieldNorm(doc=1460)
         0.31149784 = weight(abstract_txt:quality in 1460) [ClassicSimilarity], result of:
           0.31149784 = score(doc=1460,freq=8.0), product of:
             0.3794002 = queryWeight, product of:
               4.5688357 = boost
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.01787967 = queryNorm
             0.8210271 = fieldWeight in 1460, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               4.6444306 = idf(docFreq=1160, maxDocs=44421)
               0.0625 = fieldNorm(doc=1460)
         0.25534648 = weight(abstract_txt:dimensions in 1460) [ClassicSimilarity], result of:
           0.25534648 = score(doc=1460,freq=2.0), product of:
             0.48970076 = queryWeight, product of:
               4.642663 = boost
               5.899349 = idf(docFreq=330, maxDocs=44421)
               0.01787967 = queryNorm
             0.5214337 = fieldWeight in 1460, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.899349 = idf(docFreq=330, maxDocs=44421)
               0.0625 = fieldNorm(doc=1460)
       0.16 = coord(4/25)