Document (#40873)

Author
Rajan, L.
Title
Ambiguity in knowledge organization : four proposed types
Source
http://www.iskocus.org/NASKO2017papers/NASKO2017_paper_26.pdf [NASKO 2017, June 15-16, 2017, Champaign, IL, USA]
Year
2017
Abstract
Classification and categorization order by creating or seeking certainty. Yet inevitably we encounter things that defy ready placement, which we may label other or miscellaneous, or force into another category. The literature of knowledge organization recognizes the consequences of classification and misrepresentation, but has not systematically outlined what circumstances or conditions render a thing ambiguous to those who would seek to describe it. This paper proposes four major sources or type of ambiguity in classification. While examples of these types may be found in many disciplines and settings, they have in common similar requirements for accurate or improved representation. Multiplicity is a source of ambiguity when a resource or object requires more terms to describe than the system allows. Emergence is ambiguity that arises when phenomena, from medical observation to liter ary genre, is at an early stage of description and thus unstable. Privacy - related ambiguity is that which stems from a gap of understanding or trust between those classifying and what is being classified, particularly in human communities. Conditional ambiguity arises when something requires narrative due to conditional contexts such as temporality or geography. This term also describes things that have dichotomous or fragmentary identities that are not easily represented by most systems. These types of ambiguity may arise in formal and informal organization systems. While observing these types of ambiguity may not offer immediate or feasible solutions, it may allow us to discuss their unique challenges and to better understand their manifestations across disciplines.
Content
Beitrag bei: NASKO 2017: Visualizing Knowledge Organization: Bringing Focus to Abstract Realities. The sixth North American Symposium on Knowledge Organization (NASKO 2017), June 15-16, 2017, in Champaign, IL, USA.

Similar documents (content)

  1. Bookstein, A.; Wright, B.: Ambiguity in measurement (1997) 0.20
    0.19820915 = sum of:
      0.19820915 = product of:
        1.2388072 = sum of:
          0.021932416 = weight(abstract_txt:these in 2036) [ClassicSimilarity], result of:
            0.021932416 = score(doc=2036,freq=1.0), product of:
              0.055126045 = queryWeight, product of:
                1.1083491 = boost
                3.1828754 = idf(docFreq=5006, maxDocs=44421)
                0.01562646 = queryNorm
              0.39785942 = fieldWeight in 2036, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1828754 = idf(docFreq=5006, maxDocs=44421)
                0.125 = fieldNorm(doc=2036)
          0.021205526 = weight(abstract_txt:that in 2036) [ClassicSimilarity], result of:
            0.021205526 = score(doc=2036,freq=2.0), product of:
              0.050722983 = queryWeight, product of:
                1.3725398 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.01562646 = queryNorm
              0.41806543 = fieldWeight in 2036, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.125 = fieldNorm(doc=2036)
          0.048477743 = weight(abstract_txt:when in 2036) [ClassicSimilarity], result of:
            0.048477743 = score(doc=2036,freq=1.0), product of:
              0.0935393 = queryWeight, product of:
                1.4437608 = boost
                4.1460857 = idf(docFreq=1910, maxDocs=44421)
                0.01562646 = queryNorm
              0.5182607 = fieldWeight in 2036, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1460857 = idf(docFreq=1910, maxDocs=44421)
                0.125 = fieldNorm(doc=2036)
          1.1471915 = weight(abstract_txt:ambiguity in 2036) [ClassicSimilarity], result of:
            1.1471915 = score(doc=2036,freq=3.0), product of:
              0.7413199 = queryWeight, product of:
                6.637207 = boost
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.01562646 = queryNorm
              1.5474987 = fieldWeight in 2036, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.125 = fieldNorm(doc=2036)
        0.16 = coord(4/25)
    
  2. Hazrina, S.; Sharef, N.M.; Ibrahim, H.; Murad, M.A.A.; Noah, S.A.M.: Review on the advancements of disambiguation in semantic question answering system (2017) 0.19
    0.1932882 = sum of:
      0.1932882 = product of:
        0.96644104 = sum of:
          0.01721232 = weight(abstract_txt:while in 4292) [ClassicSimilarity], result of:
            0.01721232 = score(doc=4292,freq=1.0), product of:
              0.071095645 = queryWeight, product of:
                1.0277182 = boost
                4.426988 = idf(docFreq=1442, maxDocs=44421)
                0.01562646 = queryNorm
              0.24210091 = fieldWeight in 4292, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.426988 = idf(docFreq=1442, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4292)
          0.01312025 = weight(abstract_txt:that in 4292) [ClassicSimilarity], result of:
            0.01312025 = score(doc=4292,freq=4.0), product of:
              0.050722983 = queryWeight, product of:
                1.3725398 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.01562646 = queryNorm
              0.2586648 = fieldWeight in 4292, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4292)
          0.029994074 = weight(abstract_txt:when in 4292) [ClassicSimilarity], result of:
            0.029994074 = score(doc=4292,freq=2.0), product of:
              0.0935393 = queryWeight, product of:
                1.4437608 = boost
                4.1460857 = idf(docFreq=1910, maxDocs=44421)
                0.01562646 = queryNorm
              0.32065746 = fieldWeight in 4292, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.1460857 = idf(docFreq=1910, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4292)
          0.08652107 = weight(abstract_txt:types in 4292) [ClassicSimilarity], result of:
            0.08652107 = score(doc=4292,freq=6.0), product of:
              0.14465192 = queryWeight, product of:
                2.073145 = boost
                4.4651284 = idf(docFreq=1388, maxDocs=44421)
                0.01562646 = queryNorm
              0.59813285 = fieldWeight in 4292, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                4.4651284 = idf(docFreq=1388, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4292)
          0.8195933 = weight(abstract_txt:ambiguity in 4292) [ClassicSimilarity], result of:
            0.8195933 = score(doc=4292,freq=8.0), product of:
              0.7413199 = queryWeight, product of:
                6.637207 = boost
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.01562646 = queryNorm
              1.1055865 = fieldWeight in 4292, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4292)
        0.2 = coord(5/25)
    
  3. Mooers, C.N.: ¬The indexing language of an information retrieval system (1985) 0.18
    0.181426 = sum of:
      0.181426 = product of:
        0.5039611 = sum of:
          0.013591598 = weight(abstract_txt:what in 4644) [ClassicSimilarity], result of:
            0.013591598 = score(doc=4644,freq=1.0), product of:
              0.067312375 = queryWeight, product of:
                4.3075895 = idf(docFreq=1625, maxDocs=44421)
                0.01562646 = queryNorm
              0.20191826 = fieldWeight in 4644, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.3075895 = idf(docFreq=1625, maxDocs=44421)
                0.046875 = fieldNorm(doc=4644)
          0.013603251 = weight(abstract_txt:those in 4644) [ClassicSimilarity], result of:
            0.013603251 = score(doc=4644,freq=1.0), product of:
              0.06735085 = queryWeight, product of:
                1.0002857 = boost
                4.3088202 = idf(docFreq=1623, maxDocs=44421)
                0.01562646 = queryNorm
              0.20197594 = fieldWeight in 4644, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.3088202 = idf(docFreq=1623, maxDocs=44421)
                0.046875 = fieldNorm(doc=4644)
          0.008224656 = weight(abstract_txt:these in 4644) [ClassicSimilarity], result of:
            0.008224656 = score(doc=4644,freq=1.0), product of:
              0.055126045 = queryWeight, product of:
                1.1083491 = boost
                3.1828754 = idf(docFreq=5006, maxDocs=44421)
                0.01562646 = queryNorm
              0.14919728 = fieldWeight in 4644, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1828754 = idf(docFreq=5006, maxDocs=44421)
                0.046875 = fieldNorm(doc=4644)
          0.023707343 = weight(abstract_txt:four in 4644) [ClassicSimilarity], result of:
            0.023707343 = score(doc=4644,freq=1.0), product of:
              0.0975371 = queryWeight, product of:
                1.2037532 = boost
                5.1852746 = idf(docFreq=675, maxDocs=44421)
                0.01562646 = queryNorm
              0.24305975 = fieldWeight in 4644, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1852746 = idf(docFreq=675, maxDocs=44421)
                0.046875 = fieldNorm(doc=4644)
          0.036765195 = weight(abstract_txt:disciplines in 4644) [ClassicSimilarity], result of:
            0.036765195 = score(doc=4644,freq=2.0), product of:
              0.10372 = queryWeight, product of:
                1.2413201 = boost
                5.3470974 = idf(docFreq=574, maxDocs=44421)
                0.01562646 = queryNorm
              0.3544658 = fieldWeight in 4644, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.3470974 = idf(docFreq=574, maxDocs=44421)
                0.046875 = fieldNorm(doc=4644)
          0.014876964 = weight(abstract_txt:that in 4644) [ClassicSimilarity], result of:
            0.014876964 = score(doc=4644,freq=7.0), product of:
              0.050722983 = queryWeight, product of:
                1.3725398 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.01562646 = queryNorm
              0.29329827 = fieldWeight in 4644, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.046875 = fieldNorm(doc=4644)
          0.016228655 = weight(abstract_txt:classification in 4644) [ClassicSimilarity], result of:
            0.016228655 = score(doc=4644,freq=1.0), product of:
              0.08672281 = queryWeight, product of:
                1.3901602 = boost
                3.9921594 = idf(docFreq=2228, maxDocs=44421)
                0.01562646 = queryNorm
              0.18713248 = fieldWeight in 4644, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.9921594 = idf(docFreq=2228, maxDocs=44421)
                0.046875 = fieldNorm(doc=4644)
          0.025709204 = weight(abstract_txt:when in 4644) [ClassicSimilarity], result of:
            0.025709204 = score(doc=4644,freq=2.0), product of:
              0.0935393 = queryWeight, product of:
                1.4437608 = boost
                4.1460857 = idf(docFreq=1910, maxDocs=44421)
                0.01562646 = queryNorm
              0.27484924 = fieldWeight in 4644, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.1460857 = idf(docFreq=1910, maxDocs=44421)
                0.046875 = fieldNorm(doc=4644)
          0.35125425 = weight(abstract_txt:ambiguity in 4644) [ClassicSimilarity], result of:
            0.35125425 = score(doc=4644,freq=2.0), product of:
              0.7413199 = queryWeight, product of:
                6.637207 = boost
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.01562646 = queryNorm
              0.47382277 = fieldWeight in 4644, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.046875 = fieldNorm(doc=4644)
        0.36 = coord(9/25)
    
  4. Humphrey, S.M.; Rogers, W.J.; Kilicoglu, H.; Demner-Fushman, D.; Rindflesch, T.C.: Word sense disambiguation by selecting the best semantic type based on journal descriptor indexing : preliminary experiment (2006) 0.15
    0.14642687 = sum of:
      0.14642687 = product of:
        0.61011195 = sum of:
          0.009595432 = weight(abstract_txt:these in 5912) [ClassicSimilarity], result of:
            0.009595432 = score(doc=5912,freq=1.0), product of:
              0.055126045 = queryWeight, product of:
                1.1083491 = boost
                3.1828754 = idf(docFreq=5006, maxDocs=44421)
                0.01562646 = queryNorm
              0.1740635 = fieldWeight in 5912, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1828754 = idf(docFreq=5006, maxDocs=44421)
                0.0546875 = fieldNorm(doc=5912)
          0.02636213 = weight(abstract_txt:describe in 5912) [ClassicSimilarity], result of:
            0.02636213 = score(doc=5912,freq=1.0), product of:
              0.09446488 = queryWeight, product of:
                1.1846436 = boost
                5.1029587 = idf(docFreq=733, maxDocs=44421)
                0.01562646 = queryNorm
              0.27906805 = fieldWeight in 5912, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1029587 = idf(docFreq=733, maxDocs=44421)
                0.0546875 = fieldNorm(doc=5912)
          0.027658565 = weight(abstract_txt:four in 5912) [ClassicSimilarity], result of:
            0.027658565 = score(doc=5912,freq=1.0), product of:
              0.0975371 = queryWeight, product of:
                1.2037532 = boost
                5.1852746 = idf(docFreq=675, maxDocs=44421)
                0.01562646 = queryNorm
              0.2835697 = fieldWeight in 5912, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1852746 = idf(docFreq=675, maxDocs=44421)
                0.0546875 = fieldNorm(doc=5912)
          0.009277417 = weight(abstract_txt:that in 5912) [ClassicSimilarity], result of:
            0.009277417 = score(doc=5912,freq=2.0), product of:
              0.050722983 = queryWeight, product of:
                1.3725398 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.01562646 = queryNorm
              0.18290362 = fieldWeight in 5912, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0546875 = fieldNorm(doc=5912)
          0.035322078 = weight(abstract_txt:types in 5912) [ClassicSimilarity], result of:
            0.035322078 = score(doc=5912,freq=1.0), product of:
              0.14465192 = queryWeight, product of:
                2.073145 = boost
                4.4651284 = idf(docFreq=1388, maxDocs=44421)
                0.01562646 = queryNorm
              0.24418671 = fieldWeight in 5912, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4651284 = idf(docFreq=1388, maxDocs=44421)
                0.0546875 = fieldNorm(doc=5912)
          0.5018963 = weight(abstract_txt:ambiguity in 5912) [ClassicSimilarity], result of:
            0.5018963 = score(doc=5912,freq=3.0), product of:
              0.7413199 = queryWeight, product of:
                6.637207 = boost
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.01562646 = queryNorm
              0.6770307 = fieldWeight in 5912, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.0546875 = fieldNorm(doc=5912)
        0.24 = coord(6/25)
    
  5. Brandt, M.B.: Ethical aspects in the organization of legislative lnformation (2018) 0.13
    0.1316667 = sum of:
      0.1316667 = product of:
        0.6583335 = sum of:
          0.097326 = weight(abstract_txt:misrepresentation in 149) [ClassicSimilarity], result of:
            0.097326 = score(doc=149,freq=1.0), product of:
              0.1638443 = queryWeight, product of:
                1.1031973 = boost
                9.504243 = idf(docFreq=8, maxDocs=44421)
                0.01562646 = queryNorm
              0.5940152 = fieldWeight in 149, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.504243 = idf(docFreq=8, maxDocs=44421)
                0.0625 = fieldNorm(doc=149)
          0.03012815 = weight(abstract_txt:describe in 149) [ClassicSimilarity], result of:
            0.03012815 = score(doc=149,freq=1.0), product of:
              0.09446488 = queryWeight, product of:
                1.1846436 = boost
                5.1029587 = idf(docFreq=733, maxDocs=44421)
                0.01562646 = queryNorm
              0.31893492 = fieldWeight in 149, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1029587 = idf(docFreq=733, maxDocs=44421)
                0.0625 = fieldNorm(doc=149)
          0.010602763 = weight(abstract_txt:that in 149) [ClassicSimilarity], result of:
            0.010602763 = score(doc=149,freq=2.0), product of:
              0.050722983 = queryWeight, product of:
                1.3725398 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.01562646 = queryNorm
              0.20903271 = fieldWeight in 149, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0625 = fieldNorm(doc=149)
          0.051937584 = weight(abstract_txt:organization in 149) [ClassicSimilarity], result of:
            0.051937584 = score(doc=149,freq=3.0), product of:
              0.10779532 = queryWeight, product of:
                1.5498801 = boost
                4.450832 = idf(docFreq=1408, maxDocs=44421)
                0.01562646 = queryNorm
              0.48181668 = fieldWeight in 149, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.450832 = idf(docFreq=1408, maxDocs=44421)
                0.0625 = fieldNorm(doc=149)
          0.468339 = weight(abstract_txt:ambiguity in 149) [ClassicSimilarity], result of:
            0.468339 = score(doc=149,freq=2.0), product of:
              0.7413199 = queryWeight, product of:
                6.637207 = boost
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.01562646 = queryNorm
              0.6317637 = fieldWeight in 149, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.1475906 = idf(docFreq=94, maxDocs=44421)
                0.0625 = fieldNorm(doc=149)
        0.2 = coord(5/25)