Document (#35709)

Author
Khalifa, M.
Shen, K.N.
Title
Applying semantic networks to hypertext design : effects on knowledge structure acquisition and problem solving
Source
Journal of the American Society for Information Science and Technology. 61(2010) no.8, S.1673-1685
Year
2010
Abstract
One of the key objectives of knowledge management is to transfer knowledge quickly and efficiently from experts to novices, who are different in terms of the structural properties of domain knowledge or knowledge structure. This study applies experts' semantic networks to hypertext navigation design and examines the potential of the resulting design, i.e., semantic hypertext, in facilitating knowledge structure acquisition and problem solving. Moreover, we argue that the level of sophistication of the knowledge structure acquired by learners is an important mediator influencing the learning outcomes (in this case, problem solving). The research model was empirically tested with a situated experiment involving 80 business professionals. The results of the empirical study provided strong support for the effectiveness of semantic hypertext in transferring knowledge structure and reported a significant full mediating effect of knowledge structure sophistication. Both theoretical and practical implications of this research are discussed.
Theme
Hypertext
Wissensrepräsentation

Similar documents (author)

  1. Shen, Z.: CJK: the unique need of Chinese, Japanese, and Korean language cataloging (1993) 5.35
    5.353733 = sum of:
      5.353733 = weight(author_txt:shen in 4726) [ClassicSimilarity], result of:
        5.353733 = fieldWeight in 4726, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.565973 = idf(docFreq=22, maxDocs=44421)
          0.625 = fieldNorm(doc=4726)
    
  2. Shen, Y.: Scholarly communication in scientific research practice : a study of computer sciences faculty (2006) 5.35
    5.353733 = sum of:
      5.353733 = weight(author_txt:shen in 60) [ClassicSimilarity], result of:
        5.353733 = fieldWeight in 60, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.565973 = idf(docFreq=22, maxDocs=44421)
          0.625 = fieldNorm(doc=60)
    
  3. Shen, Y.: Create synergies and inspire collaborations around the development of intelligent infrastructure for human-centered communities (2019) 5.35
    5.353733 = sum of:
      5.353733 = weight(author_txt:shen in 251) [ClassicSimilarity], result of:
        5.353733 = fieldWeight in 251, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.565973 = idf(docFreq=22, maxDocs=44421)
          0.625 = fieldNorm(doc=251)
    
  4. Shen, X.; Li, D.; Shen, C.: Evaluating China's university library Web sites using correspondence analysis (2006) 4.54
    4.5427933 = sum of:
      4.5427933 = weight(author_txt:shen in 277) [ClassicSimilarity], result of:
        4.5427933 = fieldWeight in 277, product of:
          1.4142135 = tf(freq=2.0), with freq of:
            2.0 = termFreq=2.0
          8.565973 = idf(docFreq=22, maxDocs=44421)
          0.375 = fieldNorm(doc=277)
    
  5. Liu, S.Q.; Shen, Z.G.: ¬The development of cataloging in China (2003) 4.28
    4.2829866 = sum of:
      4.2829866 = weight(author_txt:shen in 5065) [ClassicSimilarity], result of:
        4.2829866 = fieldWeight in 5065, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.565973 = idf(docFreq=22, maxDocs=44421)
          0.5 = fieldNorm(doc=5065)
    

Similar documents (content)

  1. Jacobson, M.J.: Learning with hypertext learning environments : theory, design, and research (1995) 0.28
    0.28265727 = sum of:
      0.28265727 = product of:
        1.0094903 = sum of:
          0.0228256 = weight(abstract_txt:study in 5062) [ClassicSimilarity], result of:
            0.0228256 = score(doc=5062,freq=1.0), product of:
              0.061106615 = queryWeight, product of:
                1.013619 = boost
                3.415198 = idf(docFreq=3968, maxDocs=44421)
                0.01765215 = queryNorm
              0.3735373 = fieldWeight in 5062, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.415198 = idf(docFreq=3968, maxDocs=44421)
                0.109375 = fieldNorm(doc=5062)
          0.118613206 = weight(abstract_txt:situated in 5062) [ClassicSimilarity], result of:
            0.118613206 = score(doc=5062,freq=1.0), product of:
              0.14550753 = queryWeight, product of:
                1.1060082 = boost
                7.4529724 = idf(docFreq=69, maxDocs=44421)
                0.01765215 = queryNorm
              0.81516886 = fieldWeight in 5062, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.4529724 = idf(docFreq=69, maxDocs=44421)
                0.109375 = fieldNorm(doc=5062)
          0.12696418 = weight(abstract_txt:learners in 5062) [ClassicSimilarity], result of:
            0.12696418 = score(doc=5062,freq=1.0), product of:
              0.15225945 = queryWeight, product of:
                1.131378 = boost
                7.62393 = idf(docFreq=58, maxDocs=44421)
                0.01765215 = queryNorm
              0.8338673 = fieldWeight in 5062, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.62393 = idf(docFreq=58, maxDocs=44421)
                0.109375 = fieldNorm(doc=5062)
          0.13907033 = weight(abstract_txt:acquisition in 5062) [ClassicSimilarity], result of:
            0.13907033 = score(doc=5062,freq=1.0), product of:
              0.2038433 = queryWeight, product of:
                1.8513086 = boost
                6.2376356 = idf(docFreq=235, maxDocs=44421)
                0.01765215 = queryNorm
              0.6822414 = fieldWeight in 5062, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2376356 = idf(docFreq=235, maxDocs=44421)
                0.109375 = fieldNorm(doc=5062)
          0.29707524 = weight(abstract_txt:hypertext in 5062) [ClassicSimilarity], result of:
            0.29707524 = score(doc=5062,freq=2.0), product of:
              0.3381046 = queryWeight, product of:
                3.3718724 = boost
                5.6804442 = idf(docFreq=411, maxDocs=44421)
                0.01765215 = queryNorm
              0.8786489 = fieldWeight in 5062, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.6804442 = idf(docFreq=411, maxDocs=44421)
                0.109375 = fieldNorm(doc=5062)
          0.14228849 = weight(abstract_txt:structure in 5062) [ClassicSimilarity], result of:
            0.14228849 = score(doc=5062,freq=1.0), product of:
              0.29851103 = queryWeight, product of:
                3.8803544 = boost
                4.3580413 = idf(docFreq=1545, maxDocs=44421)
                0.01765215 = queryNorm
              0.47666076 = fieldWeight in 5062, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.3580413 = idf(docFreq=1545, maxDocs=44421)
                0.109375 = fieldNorm(doc=5062)
          0.16265316 = weight(abstract_txt:knowledge in 5062) [ClassicSimilarity], result of:
            0.16265316 = score(doc=5062,freq=2.0), product of:
              0.29651225 = queryWeight, product of:
                4.736507 = boost
                3.5463927 = idf(docFreq=3480, maxDocs=44421)
                0.01765215 = queryNorm
              0.5485546 = fieldWeight in 5062, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.5463927 = idf(docFreq=3480, maxDocs=44421)
                0.109375 = fieldNorm(doc=5062)
        0.28 = coord(7/25)
    
  2. Gomez, F.: Combining factual and heuristic knowledge in knowledge acquisition (1992) 0.24
    0.24492604 = sum of:
      0.24492604 = product of:
        0.87473583 = sum of:
          0.008553654 = weight(abstract_txt:this in 3757) [ClassicSimilarity], result of:
            0.008553654 = score(doc=3757,freq=1.0), product of:
              0.045501284 = queryWeight, product of:
                1.0712432 = boost
                2.4062347 = idf(docFreq=10885, maxDocs=44421)
                0.01765215 = queryNorm
              0.18798709 = fieldWeight in 3757, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4062347 = idf(docFreq=10885, maxDocs=44421)
                0.078125 = fieldNorm(doc=3757)
          0.11564745 = weight(abstract_txt:transferring in 3757) [ClassicSimilarity], result of:
            0.11564745 = score(doc=3757,freq=1.0), product of:
              0.17904939 = queryWeight, product of:
                1.2268798 = boost
                8.267481 = idf(docFreq=30, maxDocs=44421)
                0.01765215 = queryNorm
              0.6458969 = fieldWeight in 3757, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.267481 = idf(docFreq=30, maxDocs=44421)
                0.078125 = fieldNorm(doc=3757)
          0.0860322 = weight(abstract_txt:experts in 3757) [ClassicSimilarity], result of:
            0.0860322 = score(doc=3757,freq=1.0), product of:
              0.18521073 = queryWeight, product of:
                1.7646707 = boost
                5.9457254 = idf(docFreq=315, maxDocs=44421)
                0.01765215 = queryNorm
              0.4645098 = fieldWeight in 3757, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.9457254 = idf(docFreq=315, maxDocs=44421)
                0.078125 = fieldNorm(doc=3757)
          0.1986719 = weight(abstract_txt:acquisition in 3757) [ClassicSimilarity], result of:
            0.1986719 = score(doc=3757,freq=4.0), product of:
              0.2038433 = queryWeight, product of:
                1.8513086 = boost
                6.2376356 = idf(docFreq=235, maxDocs=44421)
                0.01765215 = queryNorm
              0.9746306 = fieldWeight in 3757, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                6.2376356 = idf(docFreq=235, maxDocs=44421)
                0.078125 = fieldNorm(doc=3757)
          0.076997705 = weight(abstract_txt:problem in 3757) [ClassicSimilarity], result of:
            0.076997705 = score(doc=3757,freq=2.0), product of:
              0.15627797 = queryWeight, product of:
                1.9852953 = boost
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.01765215 = queryNorm
              0.49269712 = fieldWeight in 3757, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.078125 = fieldNorm(doc=3757)
          0.17147851 = weight(abstract_txt:solving in 3757) [ClassicSimilarity], result of:
            0.17147851 = score(doc=3757,freq=1.0), product of:
              0.33578584 = queryWeight, product of:
                2.9100966 = boost
                6.5366817 = idf(docFreq=174, maxDocs=44421)
                0.01765215 = queryNorm
              0.51067823 = fieldWeight in 3757, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5366817 = idf(docFreq=174, maxDocs=44421)
                0.078125 = fieldNorm(doc=3757)
          0.21735443 = weight(abstract_txt:knowledge in 3757) [ClassicSimilarity], result of:
            0.21735443 = score(doc=3757,freq=7.0), product of:
              0.29651225 = queryWeight, product of:
                4.736507 = boost
                3.5463927 = idf(docFreq=3480, maxDocs=44421)
                0.01765215 = queryNorm
              0.73303694 = fieldWeight in 3757, 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=3757)
        0.28 = coord(7/25)
    
  3. Benaroch, M.: Roles of design knowledge in knowledge-based systems (1996) 0.22
    0.2199297 = sum of:
      0.2199297 = product of:
        0.9163737 = sum of:
          0.013685847 = weight(abstract_txt:this in 5215) [ClassicSimilarity], result of:
            0.013685847 = score(doc=5215,freq=1.0), product of:
              0.045501284 = queryWeight, product of:
                1.0712432 = boost
                2.4062347 = idf(docFreq=10885, maxDocs=44421)
                0.01765215 = queryNorm
              0.30077934 = fieldWeight in 5215, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4062347 = idf(docFreq=10885, maxDocs=44421)
                0.125 = fieldNorm(doc=5215)
          0.08356935 = weight(abstract_txt:design in 5215) [ClassicSimilarity], result of:
            0.08356935 = score(doc=5215,freq=2.0), product of:
              0.12065091 = queryWeight, product of:
                1.7443818 = boost
                3.9182436 = idf(docFreq=2399, maxDocs=44421)
                0.01765215 = queryNorm
              0.69265413 = fieldWeight in 5215, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.9182436 = idf(docFreq=2399, maxDocs=44421)
                0.125 = fieldNorm(doc=5215)
          0.08711296 = weight(abstract_txt:problem in 5215) [ClassicSimilarity], result of:
            0.08711296 = score(doc=5215,freq=1.0), product of:
              0.15627797 = queryWeight, product of:
                1.9852953 = boost
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.01765215 = queryNorm
              0.5574232 = fieldWeight in 5215, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.125 = fieldNorm(doc=5215)
          0.27436563 = weight(abstract_txt:solving in 5215) [ClassicSimilarity], result of:
            0.27436563 = score(doc=5215,freq=1.0), product of:
              0.33578584 = queryWeight, product of:
                2.9100966 = boost
                6.5366817 = idf(docFreq=174, maxDocs=44421)
                0.01765215 = queryNorm
              0.8170852 = fieldWeight in 5215, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5366817 = idf(docFreq=174, maxDocs=44421)
                0.125 = fieldNorm(doc=5215)
          0.22997293 = weight(abstract_txt:structure in 5215) [ClassicSimilarity], result of:
            0.22997293 = score(doc=5215,freq=2.0), product of:
              0.29851103 = queryWeight, product of:
                3.8803544 = boost
                4.3580413 = idf(docFreq=1545, maxDocs=44421)
                0.01765215 = queryNorm
              0.7704001 = fieldWeight in 5215, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.3580413 = idf(docFreq=1545, maxDocs=44421)
                0.125 = fieldNorm(doc=5215)
          0.227667 = weight(abstract_txt:knowledge in 5215) [ClassicSimilarity], result of:
            0.227667 = score(doc=5215,freq=3.0), product of:
              0.29651225 = queryWeight, product of:
                4.736507 = boost
                3.5463927 = idf(docFreq=3480, maxDocs=44421)
                0.01765215 = queryNorm
              0.76781654 = fieldWeight in 5215, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.5463927 = idf(docFreq=3480, maxDocs=44421)
                0.125 = fieldNorm(doc=5215)
        0.24 = coord(6/25)
    
  4. Peterson, J.; Mahesh, K.; Goel, A.: Situating natural language understanding within experience-based design (1994) 0.20
    0.20332375 = sum of:
      0.20332375 = product of:
        1.0166187 = sum of:
          0.09910107 = weight(abstract_txt:design in 2314) [ClassicSimilarity], result of:
            0.09910107 = score(doc=2314,freq=5.0), product of:
              0.12065091 = queryWeight, product of:
                1.7443818 = boost
                3.9182436 = idf(docFreq=2399, maxDocs=44421)
                0.01765215 = queryNorm
              0.8213868 = fieldWeight in 2314, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.9182436 = idf(docFreq=2399, maxDocs=44421)
                0.09375 = fieldNorm(doc=2314)
          0.2064659 = weight(abstract_txt:acquisition in 2314) [ClassicSimilarity], result of:
            0.2064659 = score(doc=2314,freq=3.0), product of:
              0.2038433 = queryWeight, product of:
                1.8513086 = boost
                6.2376356 = idf(docFreq=235, maxDocs=44421)
                0.01765215 = queryNorm
              1.0128658 = fieldWeight in 2314, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.2376356 = idf(docFreq=235, maxDocs=44421)
                0.09375 = fieldNorm(doc=2314)
          0.113163054 = weight(abstract_txt:problem in 2314) [ClassicSimilarity], result of:
            0.113163054 = score(doc=2314,freq=3.0), product of:
              0.15627797 = queryWeight, product of:
                1.9852953 = boost
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.01765215 = queryNorm
              0.72411394 = fieldWeight in 2314, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.09375 = fieldNorm(doc=2314)
          0.3564114 = weight(abstract_txt:solving in 2314) [ClassicSimilarity], result of:
            0.3564114 = score(doc=2314,freq=3.0), product of:
              0.33578584 = queryWeight, product of:
                2.9100966 = boost
                6.5366817 = idf(docFreq=174, maxDocs=44421)
                0.01765215 = queryNorm
              1.0614247 = fieldWeight in 2314, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.5366817 = idf(docFreq=174, maxDocs=44421)
                0.09375 = fieldNorm(doc=2314)
          0.24147734 = weight(abstract_txt:knowledge in 2314) [ClassicSimilarity], result of:
            0.24147734 = score(doc=2314,freq=6.0), product of:
              0.29651225 = queryWeight, product of:
                4.736507 = boost
                3.5463927 = idf(docFreq=3480, maxDocs=44421)
                0.01765215 = queryNorm
              0.81439245 = fieldWeight in 2314, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                3.5463927 = idf(docFreq=3480, maxDocs=44421)
                0.09375 = fieldNorm(doc=2314)
        0.2 = coord(5/25)
    
  5. Gödert, W.: Ontological spine, localization and multilingual access : some reflections and a proposal (2008) 0.20
    0.19839486 = sum of:
      0.19839486 = product of:
        0.7085531 = sum of:
          0.010264385 = weight(abstract_txt:this in 334) [ClassicSimilarity], result of:
            0.010264385 = score(doc=334,freq=1.0), product of:
              0.045501284 = queryWeight, product of:
                1.0712432 = boost
                2.4062347 = idf(docFreq=10885, maxDocs=44421)
                0.01765215 = queryNorm
              0.2255845 = fieldWeight in 334, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4062347 = idf(docFreq=10885, maxDocs=44421)
                0.09375 = fieldNorm(doc=334)
          0.09380873 = weight(abstract_txt:networks in 334) [ClassicSimilarity], result of:
            0.09380873 = score(doc=334,freq=2.0), product of:
              0.13790822 = queryWeight, product of:
                1.5227398 = boost
                5.1305847 = idf(docFreq=713, maxDocs=44421)
                0.01765215 = queryNorm
              0.68022585 = fieldWeight in 334, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.1305847 = idf(docFreq=713, maxDocs=44421)
                0.09375 = fieldNorm(doc=334)
          0.044319343 = weight(abstract_txt:design in 334) [ClassicSimilarity], result of:
            0.044319343 = score(doc=334,freq=1.0), product of:
              0.12065091 = queryWeight, product of:
                1.7443818 = boost
                3.9182436 = idf(docFreq=2399, maxDocs=44421)
                0.01765215 = queryNorm
              0.36733535 = fieldWeight in 334, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.9182436 = idf(docFreq=2399, maxDocs=44421)
                0.09375 = fieldNorm(doc=334)
          0.06533472 = weight(abstract_txt:problem in 334) [ClassicSimilarity], result of:
            0.06533472 = score(doc=334,freq=1.0), product of:
              0.15627797 = queryWeight, product of:
                1.9852953 = boost
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.01765215 = queryNorm
              0.4180674 = fieldWeight in 334, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.09375 = fieldNorm(doc=334)
          0.1524267 = weight(abstract_txt:semantic in 334) [ClassicSimilarity], result of:
            0.1524267 = score(doc=334,freq=3.0), product of:
              0.20978846 = queryWeight, product of:
                2.656051 = boost
                4.4745317 = idf(docFreq=1375, maxDocs=44421)
                0.01765215 = queryNorm
              0.72657335 = fieldWeight in 334, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.4745317 = idf(docFreq=1375, maxDocs=44421)
                0.09375 = fieldNorm(doc=334)
          0.121961564 = weight(abstract_txt:structure in 334) [ClassicSimilarity], result of:
            0.121961564 = score(doc=334,freq=1.0), product of:
              0.29851103 = queryWeight, product of:
                3.8803544 = boost
                4.3580413 = idf(docFreq=1545, maxDocs=44421)
                0.01765215 = queryNorm
              0.40856636 = fieldWeight in 334, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.3580413 = idf(docFreq=1545, maxDocs=44421)
                0.09375 = fieldNorm(doc=334)
          0.22043763 = weight(abstract_txt:knowledge in 334) [ClassicSimilarity], result of:
            0.22043763 = score(doc=334,freq=5.0), product of:
              0.29651225 = queryWeight, product of:
                4.736507 = boost
                3.5463927 = idf(docFreq=3480, maxDocs=44421)
                0.01765215 = queryNorm
              0.74343514 = fieldWeight in 334, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.5463927 = idf(docFreq=3480, maxDocs=44421)
                0.09375 = fieldNorm(doc=334)
        0.28 = coord(7/25)