Document (#41043)

Author
Wang, Q.
Title
¬A bibliometric model for identifying emerging research topics
Source
Journal of the Association for Information Science and Technology. 69(2018) no.2, S.290-304
Year
2018
Abstract
Detecting emerging research topics is essential, not only for research agencies but also for individual researchers. Previous studies have created various bibliographic indicators for the identification of emerging research topics. However, as indicated by Rotolo et al. (Research Policy 44, 1827-1843, 2015), the most serious problems are the lack of an acknowledged definition of emergence and incomplete elaboration of the linkages between the definitions that are used and the indicators that are created. With these issues in mind, this study first adjusts the definition of an emerging technology that Rotolo et al. (2015) have proposed to accommodate the analysis. Next, a set of criteria for the identification of emerging topics is proposed according to the adjusted definition and attributes of emergence. Using two sets of parameter values, several emerging research topics are identified. Finally, evaluation tests are conducted by demonstration of the proposed approach and comparison with previous studies. The strength of the present methodology lies in the fact that it is fully transparent, straightforward, and flexible.
Content
Vgl.: http://onlinelibrary.wiley.com/doi/10.1002/asi.23930/full.
Theme
Informetrie

Similar documents (author)

  1. Wang, H.; Wang, C.: Ontologies for universal information systems (1995) 4.62
    4.6221313 = sum of:
      4.6221313 = weight(author_txt:wang in 3262) [ClassicSimilarity], result of:
        4.6221313 = score(doc=3262,freq=2.0), product of:
          0.99999994 = queryWeight, product of:
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.15298282 = queryNorm
          4.622132 = fieldWeight in 3262, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.5 = fieldNorm(doc=3262)
    
  2. Wang, F.; Wang, X.: Tracing theory diffusion : a text mining and citation-based analysis of TAM (2020) 4.62
    4.6221313 = sum of:
      4.6221313 = weight(author_txt:wang in 980) [ClassicSimilarity], result of:
        4.6221313 = score(doc=980,freq=2.0), product of:
          0.99999994 = queryWeight, product of:
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.15298282 = queryNorm
          4.622132 = fieldWeight in 980, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.5 = fieldNorm(doc=980)
    
  3. Wang, C.: ¬The online catalogue, subject access and user reactions : a review (1985) 4.09
    4.0854254 = sum of:
      4.0854254 = weight(author_txt:wang in 985) [ClassicSimilarity], result of:
        4.0854254 = score(doc=985,freq=1.0), product of:
          0.99999994 = queryWeight, product of:
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.15298282 = queryNorm
          4.085426 = fieldWeight in 985, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.625 = fieldNorm(doc=985)
    
  4. Wang, C.: Bibliometrics : a textbook (1990) 4.09
    4.0854254 = sum of:
      4.0854254 = weight(author_txt:wang in 5108) [ClassicSimilarity], result of:
        4.0854254 = score(doc=5108,freq=1.0), product of:
          0.99999994 = queryWeight, product of:
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.15298282 = queryNorm
          4.085426 = fieldWeight in 5108, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.625 = fieldNorm(doc=5108)
    
  5. Wang, P.: Users' information needs at different stages of a research project : a cognitive view (1997) 4.09
    4.0854254 = sum of:
      4.0854254 = weight(author_txt:wang in 1320) [ClassicSimilarity], result of:
        4.0854254 = score(doc=1320,freq=1.0), product of:
          0.99999994 = queryWeight, product of:
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.15298282 = queryNorm
          4.085426 = fieldWeight in 1320, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.5366817 = idf(docFreq=174, maxDocs=44421)
            0.625 = fieldNorm(doc=1320)
    

Similar documents (content)

  1. Ding, W.; Chen, C.: Dynamic topic detection and tracking : a comparison of HDP, C-word, and cocitation methods (2014) 0.15
    0.15332064 = sum of:
      0.15332064 = product of:
        0.7666032 = sum of:
          0.12804309 = weight(abstract_txt:detecting in 2502) [ClassicSimilarity], result of:
            0.12804309 = score(doc=2502,freq=2.0), product of:
              0.15062302 = queryWeight, product of:
                1.0343263 = boost
                7.694134 = idf(docFreq=54, maxDocs=44421)
                0.018926663 = queryNorm
              0.8500897 = fieldWeight in 2502, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.694134 = idf(docFreq=54, maxDocs=44421)
                0.078125 = fieldNorm(doc=2502)
          0.014872865 = weight(abstract_txt:that in 2502) [ClassicSimilarity], result of:
            0.014872865 = score(doc=2502,freq=2.0), product of:
              0.056920715 = queryWeight, product of:
                1.2716777 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.018926663 = queryNorm
              0.2612909 = fieldWeight in 2502, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.078125 = fieldNorm(doc=2502)
          0.037618544 = weight(abstract_txt:research in 2502) [ClassicSimilarity], result of:
            0.037618544 = score(doc=2502,freq=1.0), product of:
              0.15239908 = queryWeight, product of:
                2.548465 = boost
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.018926663 = queryNorm
              0.24684234 = fieldWeight in 2502, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.078125 = fieldNorm(doc=2502)
          0.26039198 = weight(abstract_txt:topics in 2502) [ClassicSimilarity], result of:
            0.26039198 = score(doc=2502,freq=4.0), product of:
              0.32813483 = queryWeight, product of:
                3.413682 = boost
                5.078731 = idf(docFreq=751, maxDocs=44421)
                0.018926663 = queryNorm
              0.79355174 = fieldWeight in 2502, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.078731 = idf(docFreq=751, maxDocs=44421)
                0.078125 = fieldNorm(doc=2502)
          0.32567668 = weight(abstract_txt:emerging in 2502) [ClassicSimilarity], result of:
            0.32567668 = score(doc=2502,freq=2.0), product of:
              0.5099906 = queryWeight, product of:
                4.6619606 = boost
                5.779889 = idf(docFreq=372, maxDocs=44421)
                0.018926663 = queryNorm
              0.63859355 = fieldWeight in 2502, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.779889 = idf(docFreq=372, maxDocs=44421)
                0.078125 = fieldNorm(doc=2502)
        0.2 = coord(5/25)
    
  2. Marshall, B.; Chen, H.; Kaza, S.: Using importance flooding to identify interesting networks of criminal activity (2008) 0.15
    0.14622457 = sum of:
      0.14622457 = product of:
        0.5222306 = sum of:
          0.024518963 = weight(abstract_txt:studies in 3386) [ClassicSimilarity], result of:
            0.024518963 = score(doc=3386,freq=1.0), product of:
              0.09217547 = queryWeight, product of:
                1.1442859 = boost
                4.25605 = idf(docFreq=1711, maxDocs=44421)
                0.018926663 = queryNorm
              0.26600313 = fieldWeight in 3386, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.25605 = idf(docFreq=1711, maxDocs=44421)
                0.0625 = fieldNorm(doc=3386)
          0.008413362 = weight(abstract_txt:that in 3386) [ClassicSimilarity], result of:
            0.008413362 = score(doc=3386,freq=1.0), product of:
              0.056920715 = queryWeight, product of:
                1.2716777 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.018926663 = queryNorm
              0.14780845 = fieldWeight in 3386, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0625 = fieldNorm(doc=3386)
          0.14764139 = weight(abstract_txt:adjusts in 3386) [ClassicSimilarity], result of:
            0.14764139 = score(doc=3386,freq=1.0), product of:
              0.24214529 = queryWeight, product of:
                1.3114444 = boost
                9.755557 = idf(docFreq=6, maxDocs=44421)
                0.018926663 = queryNorm
              0.6097223 = fieldWeight in 3386, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.755557 = idf(docFreq=6, maxDocs=44421)
                0.0625 = fieldNorm(doc=3386)
          0.045154653 = weight(abstract_txt:previous in 3386) [ClassicSimilarity], result of:
            0.045154653 = score(doc=3386,freq=1.0), product of:
              0.13848911 = queryWeight, product of:
                1.4026028 = boost
                5.216832 = idf(docFreq=654, maxDocs=44421)
                0.018926663 = queryNorm
              0.326052 = fieldWeight in 3386, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.216832 = idf(docFreq=654, maxDocs=44421)
                0.0625 = fieldNorm(doc=3386)
          0.04625657 = weight(abstract_txt:created in 3386) [ClassicSimilarity], result of:
            0.04625657 = score(doc=3386,freq=1.0), product of:
              0.1407331 = queryWeight, product of:
                1.4139205 = boost
                5.2589273 = idf(docFreq=627, maxDocs=44421)
                0.018926663 = queryNorm
              0.32868296 = fieldWeight in 3386, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.2589273 = idf(docFreq=627, maxDocs=44421)
                0.0625 = fieldNorm(doc=3386)
          0.06601513 = weight(abstract_txt:proposed in 3386) [ClassicSimilarity], result of:
            0.06601513 = score(doc=3386,freq=2.0), product of:
              0.16208023 = queryWeight, product of:
                1.8583928 = boost
                4.608063 = idf(docFreq=1203, maxDocs=44421)
                0.018926663 = queryNorm
              0.4072991 = fieldWeight in 3386, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.608063 = idf(docFreq=1203, maxDocs=44421)
                0.0625 = fieldNorm(doc=3386)
          0.18423057 = weight(abstract_txt:emerging in 3386) [ClassicSimilarity], result of:
            0.18423057 = score(doc=3386,freq=1.0), product of:
              0.5099906 = queryWeight, product of:
                4.6619606 = boost
                5.779889 = idf(docFreq=372, maxDocs=44421)
                0.018926663 = queryNorm
              0.36124307 = fieldWeight in 3386, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.779889 = idf(docFreq=372, maxDocs=44421)
                0.0625 = fieldNorm(doc=3386)
        0.28 = coord(7/25)
    
  3. Johanson, G.: Information, knowledge and research (1997) 0.14
    0.13987339 = sum of:
      0.13987339 = product of:
        0.8742087 = sum of:
          0.20599242 = weight(abstract_txt:incomplete in 6939) [ClassicSimilarity], result of:
            0.20599242 = score(doc=6939,freq=1.0), product of:
              0.14535297 = queryWeight, product of:
                1.0160705 = boost
                7.558333 = idf(docFreq=62, maxDocs=44421)
                0.018926663 = queryNorm
              1.4171875 = fieldWeight in 6939, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.558333 = idf(docFreq=62, maxDocs=44421)
                0.1875 = fieldNorm(doc=6939)
          0.025240088 = weight(abstract_txt:that in 6939) [ClassicSimilarity], result of:
            0.025240088 = score(doc=6939,freq=1.0), product of:
              0.056920715 = queryWeight, product of:
                1.2716777 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.018926663 = queryNorm
              0.44342536 = fieldWeight in 6939, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.1875 = fieldNorm(doc=6939)
          0.090284504 = weight(abstract_txt:research in 6939) [ClassicSimilarity], result of:
            0.090284504 = score(doc=6939,freq=1.0), product of:
              0.15239908 = queryWeight, product of:
                2.548465 = boost
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.018926663 = queryNorm
              0.5924216 = fieldWeight in 6939, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.1875 = fieldNorm(doc=6939)
          0.5526917 = weight(abstract_txt:emerging in 6939) [ClassicSimilarity], result of:
            0.5526917 = score(doc=6939,freq=1.0), product of:
              0.5099906 = queryWeight, product of:
                4.6619606 = boost
                5.779889 = idf(docFreq=372, maxDocs=44421)
                0.018926663 = queryNorm
              1.0837293 = fieldWeight in 6939, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.779889 = idf(docFreq=372, maxDocs=44421)
                0.1875 = fieldNorm(doc=6939)
        0.16 = coord(4/25)
    
  4. Xu, S.; Zhai, D.; Wang, F.; An, X.; Pang, H.; Sun, Y.: ¬A novel method for topic linkages between scientific publications and patents (2019) 0.10
    0.102612704 = sum of:
      0.102612704 = product of:
        0.42755294 = sum of:
          0.19862942 = weight(abstract_txt:linkages in 360) [ClassicSimilarity], result of:
            0.19862942 = score(doc=360,freq=5.0), product of:
              0.17257439 = queryWeight, product of:
                1.1071336 = boost
                8.235732 = idf(docFreq=31, maxDocs=44421)
                0.018926663 = queryNorm
              1.1509786 = fieldWeight in 360, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                8.235732 = idf(docFreq=31, maxDocs=44421)
                0.0625 = fieldNorm(doc=360)
          0.024518963 = weight(abstract_txt:studies in 360) [ClassicSimilarity], result of:
            0.024518963 = score(doc=360,freq=1.0), product of:
              0.09217547 = queryWeight, product of:
                1.1442859 = boost
                4.25605 = idf(docFreq=1711, maxDocs=44421)
                0.018926663 = queryNorm
              0.26600313 = fieldWeight in 360, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.25605 = idf(docFreq=1711, maxDocs=44421)
                0.0625 = fieldNorm(doc=360)
          0.008413362 = weight(abstract_txt:that in 360) [ClassicSimilarity], result of:
            0.008413362 = score(doc=360,freq=1.0), product of:
              0.056920715 = queryWeight, product of:
                1.2716777 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.018926663 = queryNorm
              0.14780845 = fieldWeight in 360, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0625 = fieldNorm(doc=360)
          0.045154653 = weight(abstract_txt:previous in 360) [ClassicSimilarity], result of:
            0.045154653 = score(doc=360,freq=1.0), product of:
              0.13848911 = queryWeight, product of:
                1.4026028 = boost
                5.216832 = idf(docFreq=654, maxDocs=44421)
                0.018926663 = queryNorm
              0.326052 = fieldWeight in 360, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.216832 = idf(docFreq=654, maxDocs=44421)
                0.0625 = fieldNorm(doc=360)
          0.046679746 = weight(abstract_txt:proposed in 360) [ClassicSimilarity], result of:
            0.046679746 = score(doc=360,freq=1.0), product of:
              0.16208023 = queryWeight, product of:
                1.8583928 = boost
                4.608063 = idf(docFreq=1203, maxDocs=44421)
                0.018926663 = queryNorm
              0.28800395 = fieldWeight in 360, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.608063 = idf(docFreq=1203, maxDocs=44421)
                0.0625 = fieldNorm(doc=360)
          0.104156785 = weight(abstract_txt:topics in 360) [ClassicSimilarity], result of:
            0.104156785 = score(doc=360,freq=1.0), product of:
              0.32813483 = queryWeight, product of:
                3.413682 = boost
                5.078731 = idf(docFreq=751, maxDocs=44421)
                0.018926663 = queryNorm
              0.3174207 = fieldWeight in 360, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.078731 = idf(docFreq=751, maxDocs=44421)
                0.0625 = fieldNorm(doc=360)
        0.24 = coord(6/25)
    
  5. Wang, S.; Ma, Y.; Mao, J.; Bai, Y.; Liang, Z.; Li, G.: Quantifying scientific breakthroughs by a novel disruption indicator based on knowledge entities : On the rise of scrape-and-report scholarship in online reviews research (2023) 0.10
    0.09640342 = sum of:
      0.09640342 = product of:
        0.34429792 = sum of:
          0.024518963 = weight(abstract_txt:studies in 1883) [ClassicSimilarity], result of:
            0.024518963 = score(doc=1883,freq=1.0), product of:
              0.09217547 = queryWeight, product of:
                1.1442859 = boost
                4.25605 = idf(docFreq=1711, maxDocs=44421)
                0.018926663 = queryNorm
              0.26600313 = fieldWeight in 1883, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.25605 = idf(docFreq=1711, maxDocs=44421)
                0.0625 = fieldNorm(doc=1883)
          0.01457237 = weight(abstract_txt:that in 1883) [ClassicSimilarity], result of:
            0.01457237 = score(doc=1883,freq=3.0), product of:
              0.056920715 = queryWeight, product of:
                1.2716777 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.018926663 = queryNorm
              0.25601172 = fieldWeight in 1883, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0625 = fieldNorm(doc=1883)
          0.045154653 = weight(abstract_txt:previous in 1883) [ClassicSimilarity], result of:
            0.045154653 = score(doc=1883,freq=1.0), product of:
              0.13848911 = queryWeight, product of:
                1.4026028 = boost
                5.216832 = idf(docFreq=654, maxDocs=44421)
                0.018926663 = queryNorm
              0.326052 = fieldWeight in 1883, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.216832 = idf(docFreq=654, maxDocs=44421)
                0.0625 = fieldNorm(doc=1883)
          0.065416664 = weight(abstract_txt:created in 1883) [ClassicSimilarity], result of:
            0.065416664 = score(doc=1883,freq=2.0), product of:
              0.1407331 = queryWeight, product of:
                1.4139205 = boost
                5.2589273 = idf(docFreq=627, maxDocs=44421)
                0.018926663 = queryNorm
              0.4648279 = fieldWeight in 1883, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.2589273 = idf(docFreq=627, maxDocs=44421)
                0.0625 = fieldNorm(doc=1883)
          0.09852531 = weight(abstract_txt:indicators in 1883) [ClassicSimilarity], result of:
            0.09852531 = score(doc=1883,freq=2.0), product of:
              0.18491372 = queryWeight, product of:
                1.6207329 = boost
                6.0281444 = idf(docFreq=290, maxDocs=44421)
                0.018926663 = queryNorm
              0.5328177 = fieldWeight in 1883, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.0281444 = idf(docFreq=290, maxDocs=44421)
                0.0625 = fieldNorm(doc=1883)
          0.06601513 = weight(abstract_txt:proposed in 1883) [ClassicSimilarity], result of:
            0.06601513 = score(doc=1883,freq=2.0), product of:
              0.16208023 = queryWeight, product of:
                1.8583928 = boost
                4.608063 = idf(docFreq=1203, maxDocs=44421)
                0.018926663 = queryNorm
              0.4072991 = fieldWeight in 1883, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.608063 = idf(docFreq=1203, maxDocs=44421)
                0.0625 = fieldNorm(doc=1883)
          0.030094836 = weight(abstract_txt:research in 1883) [ClassicSimilarity], result of:
            0.030094836 = score(doc=1883,freq=1.0), product of:
              0.15239908 = queryWeight, product of:
                2.548465 = boost
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.018926663 = queryNorm
              0.19747387 = fieldWeight in 1883, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.0625 = fieldNorm(doc=1883)
        0.28 = coord(7/25)