Document (#7467)

Author

Bonnardel, N.

Title

Expertise transfer, knowledge elicitation, and delayed recall in a design context

Source

Behaviour and information technology. 12(1993) no.5, S.304-314

Year

1993

Abstract

Describes a method for knowledge elicitation that may contribute to effective expertise transfer from human experts to knowledge-based systems. The method was applied to knowldge transfer in an aerospace design context. Knowledge was transferred directly from an expert designer to both expert and novice receivers of information. Transfer occured in a natural way, without intervention from a knowledge engineer. To evaluate the process, the information receivers were required to recall the transmitted knowledge after a seven weak delay. This method can be effective for expertise transfer and can indictae desirable characteristics for knowledge-based systems which aim to be adaptable to users' differing levels of competence

Similar documents (content)

1. Hale, D.P.; Sharpe, S.: Human-centered knowledge acquisition : a structural learning theory approach (1996) 0.17

   0.17101777 = sum of:
     0.17101777 = product of:
       0.85508883 = sum of:
         0.017764937 = weight(abstract_txt:from in 343) [ClassicSimilarity], result of:
           0.017764937 = score(doc=343,freq=1.0), product of:
             0.05150379 = queryWeight, product of:
               1.1290472 = boost
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.016531512 = queryNorm
             0.34492487 = fieldWeight in 343, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.125 = fieldNorm(doc=343)
         0.16964713 = weight(abstract_txt:engineer in 343) [ClassicSimilarity], result of:
           0.16964713 = score(doc=343,freq=1.0), product of:
             0.16073877 = queryWeight, product of:
               1.151575 = boost
               8.443371 = idf(docFreq=25, maxDocs=44421)
               0.016531512 = queryNorm
             1.0554214 = fieldWeight in 343, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.443371 = idf(docFreq=25, maxDocs=44421)
               0.125 = fieldNorm(doc=343)
         0.10521585 = weight(abstract_txt:expert in 343) [ClassicSimilarity], result of:
           0.10521585 = score(doc=343,freq=1.0), product of:
             0.14728338 = queryWeight, product of:
               1.5589198 = boost
               5.7150154 = idf(docFreq=397, maxDocs=44421)
               0.016531512 = queryNorm
             0.7143769 = fieldWeight in 343, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7150154 = idf(docFreq=397, maxDocs=44421)
               0.125 = fieldNorm(doc=343)
         0.3656983 = weight(abstract_txt:elicitation in 343) [ClassicSimilarity], result of:
           0.3656983 = score(doc=343,freq=1.0), product of:
             0.33794674 = queryWeight, product of:
               2.361408 = boost
               8.656945 = idf(docFreq=20, maxDocs=44421)
               0.016531512 = queryNorm
             1.0821182 = fieldWeight in 343, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.656945 = idf(docFreq=20, maxDocs=44421)
               0.125 = fieldNorm(doc=343)
         0.19676256 = weight(abstract_txt:knowledge in 343) [ClassicSimilarity], result of:
           0.19676256 = score(doc=343,freq=5.0), product of:
             0.19850005 = queryWeight, product of:
               3.3857994 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.016531512 = queryNorm
             0.9912469 = fieldWeight in 343, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.125 = fieldNorm(doc=343)
       0.2 = coord(5/25)
   

2. Elliot, M.J.: Constructive knowledge engineering (1995) 0.13

   0.13081901 = sum of:
     0.13081901 = product of:
       0.65409505 = sum of:
         0.0155443195 = weight(abstract_txt:from in 3954) [ClassicSimilarity], result of:
           0.0155443195 = score(doc=3954,freq=1.0), product of:
             0.05150379 = queryWeight, product of:
               1.1290472 = boost
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.016531512 = queryNorm
             0.30180925 = fieldWeight in 3954, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.109375 = fieldNorm(doc=3954)
         0.09206387 = weight(abstract_txt:expert in 3954) [ClassicSimilarity], result of:
           0.09206387 = score(doc=3954,freq=1.0), product of:
             0.14728338 = queryWeight, product of:
               1.5589198 = boost
               5.7150154 = idf(docFreq=397, maxDocs=44421)
               0.016531512 = queryNorm
             0.6250798 = fieldWeight in 3954, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7150154 = idf(docFreq=397, maxDocs=44421)
               0.109375 = fieldNorm(doc=3954)
         0.16460828 = weight(abstract_txt:expertise in 3954) [ClassicSimilarity], result of:
           0.16460828 = score(doc=3954,freq=1.0), product of:
             0.2483662 = queryWeight, product of:
               2.4793553 = boost
               6.059561 = idf(docFreq=281, maxDocs=44421)
               0.016531512 = queryNorm
             0.66276443 = fieldWeight in 3954, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.059561 = idf(docFreq=281, maxDocs=44421)
               0.109375 = fieldNorm(doc=3954)
         0.07699553 = weight(abstract_txt:knowledge in 3954) [ClassicSimilarity], result of:
           0.07699553 = score(doc=3954,freq=1.0), product of:
             0.19850005 = queryWeight, product of:
               3.3857994 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.016531512 = queryNorm
             0.3878867 = fieldWeight in 3954, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.109375 = fieldNorm(doc=3954)
         0.30488303 = weight(abstract_txt:transfer in 3954) [ClassicSimilarity], result of:
           0.30488303 = score(doc=3954,freq=1.0), product of:
             0.44411603 = queryWeight, product of:
               4.2802105 = boost
               6.2765174 = idf(docFreq=226, maxDocs=44421)
               0.016531512 = queryNorm
             0.6864941 = fieldWeight in 3954, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.2765174 = idf(docFreq=226, maxDocs=44421)
               0.109375 = fieldNorm(doc=3954)
       0.2 = coord(5/25)
   

3. Zhao, R.; Wu, S.: ¬The network pattern of journal knowledge transfer in library and information science in China (2014) 0.13

   0.12955672 = sum of:
     0.12955672 = product of:
       0.80972946 = sum of:
         0.15611537 = weight(abstract_txt:weak in 2392) [ClassicSimilarity], result of:
           0.15611537 = score(doc=2392,freq=4.0), product of:
             0.13105293 = queryWeight, product of:
               1.039813 = boost
               7.62393 = idf(docFreq=58, maxDocs=44421)
               0.016531512 = queryNorm
             1.1912391 = fieldWeight in 2392, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               7.62393 = idf(docFreq=58, maxDocs=44421)
               0.078125 = fieldNorm(doc=2392)
         0.011103086 = weight(abstract_txt:from in 2392) [ClassicSimilarity], result of:
           0.011103086 = score(doc=2392,freq=1.0), product of:
             0.05150379 = queryWeight, product of:
               1.1290472 = boost
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.016531512 = queryNorm
             0.21557805 = fieldWeight in 2392, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.078125 = fieldNorm(doc=2392)
         0.15555446 = weight(abstract_txt:knowledge in 2392) [ClassicSimilarity], result of:
           0.15555446 = score(doc=2392,freq=8.0), product of:
             0.19850005 = queryWeight, product of:
               3.3857994 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.016531512 = queryNorm
             0.78364944 = fieldWeight in 2392, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.078125 = fieldNorm(doc=2392)
         0.48695657 = weight(abstract_txt:transfer in 2392) [ClassicSimilarity], result of:
           0.48695657 = score(doc=2392,freq=5.0), product of:
             0.44411603 = queryWeight, product of:
               4.2802105 = boost
               6.2765174 = idf(docFreq=226, maxDocs=44421)
               0.016531512 = queryNorm
             1.0964625 = fieldWeight in 2392, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               6.2765174 = idf(docFreq=226, maxDocs=44421)
               0.078125 = fieldNorm(doc=2392)
       0.16 = coord(4/25)
   

4. Chua, A.Y.K.; Kaynak, S.; Foo, S.S.B.: ¬An analysis of the delayed response to hurricane Katrina through the lens of knowledge management (2007) 0.12

   0.12184191 = sum of:
     0.12184191 = product of:
       0.50767463 = sum of:
         0.008882469 = weight(abstract_txt:from in 1144) [ClassicSimilarity], result of:
           0.008882469 = score(doc=1144,freq=1.0), product of:
             0.05150379 = queryWeight, product of:
               1.1290472 = boost
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.016531512 = queryNorm
             0.17246243 = fieldWeight in 1144, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.0625 = fieldNorm(doc=1144)
         0.11536428 = weight(abstract_txt:delay in 1144) [ClassicSimilarity], result of:
           0.11536428 = score(doc=1144,freq=2.0), product of:
             0.15660799 = queryWeight, product of:
               1.1366817 = boost
               8.334172 = idf(docFreq=28, maxDocs=44421)
               0.016531512 = queryNorm
             0.7366437 = fieldWeight in 1144, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               8.334172 = idf(docFreq=28, maxDocs=44421)
               0.0625 = fieldNorm(doc=1144)
         0.022929972 = weight(abstract_txt:context in 1144) [ClassicSimilarity], result of:
           0.022929972 = score(doc=1144,freq=1.0), product of:
             0.084668525 = queryWeight, product of:
               1.1819739 = boost
               4.333128 = idf(docFreq=1584, maxDocs=44421)
               0.016531512 = queryNorm
             0.2708205 = fieldWeight in 1144, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.333128 = idf(docFreq=1584, maxDocs=44421)
               0.0625 = fieldNorm(doc=1144)
         0.09828414 = weight(abstract_txt:delayed in 1144) [ClassicSimilarity], result of:
           0.09828414 = score(doc=1144,freq=1.0), product of:
             0.17732309 = queryWeight, product of:
               1.2095242 = boost
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.016531512 = queryNorm
             0.5542659 = fieldWeight in 1144, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.0625 = fieldNorm(doc=1144)
         0.08799489 = weight(abstract_txt:knowledge in 1144) [ClassicSimilarity], result of:
           0.08799489 = score(doc=1144,freq=4.0), product of:
             0.19850005 = queryWeight, product of:
               3.3857994 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.016531512 = queryNorm
             0.44329908 = fieldWeight in 1144, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.0625 = fieldNorm(doc=1144)
         0.17421888 = weight(abstract_txt:transfer in 1144) [ClassicSimilarity], result of:
           0.17421888 = score(doc=1144,freq=1.0), product of:
             0.44411603 = queryWeight, product of:
               4.2802105 = boost
               6.2765174 = idf(docFreq=226, maxDocs=44421)
               0.016531512 = queryNorm
             0.39228234 = fieldWeight in 1144, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.2765174 = idf(docFreq=226, maxDocs=44421)
               0.0625 = fieldNorm(doc=1144)
       0.24 = coord(6/25)
   

5. Kohlbacher, F.: Knowledge organization(s) in Japan : empirical evidence from Japanese and western corporations (2006) 0.12

   0.119106665 = sum of:
     0.119106665 = product of:
       0.5955333 = sum of:
         0.021192556 = weight(abstract_txt:design in 3523) [ClassicSimilarity], result of:
           0.021192556 = score(doc=3523,freq=1.0), product of:
             0.0692312 = queryWeight, product of:
               1.0688033 = boost
               3.9182436 = idf(docFreq=2399, maxDocs=44421)
               0.016531512 = queryNorm
             0.3061128 = fieldWeight in 3523, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.9182436 = idf(docFreq=2399, maxDocs=44421)
               0.078125 = fieldNorm(doc=3523)
         0.011103086 = weight(abstract_txt:from in 3523) [ClassicSimilarity], result of:
           0.011103086 = score(doc=3523,freq=1.0), product of:
             0.05150379 = queryWeight, product of:
               1.1290472 = boost
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.016531512 = queryNorm
             0.21557805 = fieldWeight in 3523, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.759399 = idf(docFreq=7646, maxDocs=44421)
               0.078125 = fieldNorm(doc=3523)
         0.040534846 = weight(abstract_txt:context in 3523) [ClassicSimilarity], result of:
           0.040534846 = score(doc=3523,freq=2.0), product of:
             0.084668525 = queryWeight, product of:
               1.1819739 = boost
               4.333128 = idf(docFreq=1584, maxDocs=44421)
               0.016531512 = queryNorm
             0.47874752 = fieldWeight in 3523, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.333128 = idf(docFreq=1584, maxDocs=44421)
               0.078125 = fieldNorm(doc=3523)
         0.14550787 = weight(abstract_txt:knowledge in 3523) [ClassicSimilarity], result of:
           0.14550787 = score(doc=3523,freq=7.0), product of:
             0.19850005 = queryWeight, product of:
               3.3857994 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.016531512 = queryNorm
             0.73303694 = fieldWeight in 3523, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.078125 = fieldNorm(doc=3523)
         0.37719494 = weight(abstract_txt:transfer in 3523) [ClassicSimilarity], result of:
           0.37719494 = score(doc=3523,freq=3.0), product of:
             0.44411603 = queryWeight, product of:
               4.2802105 = boost
               6.2765174 = idf(docFreq=226, maxDocs=44421)
               0.016531512 = queryNorm
             0.8493162 = fieldWeight in 3523, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.2765174 = idf(docFreq=226, maxDocs=44421)
               0.078125 = fieldNorm(doc=3523)
       0.2 = coord(5/25)