Document (#39043)

Author
Garechana, G.
Rio-Belver, R.
Cilleruelo, E.
Sarasola, J.L.
Title
Clusterization and mapping of waste recycling science : evolution of research from 2002 to 2012
Source
Journal of the Association for Information Science and Technology. 66(2015) no.7, S.1431-1446
Year
2015
Abstract
Characterization of waste recycling (WR) research has to start by defining the scope of this scientific area. Previous works and expert assessment recommend the adoption of an inclusive definition, with the aim of including all relevant uses of waste within this study. An ad-hoc designed "capture" strategy has been used to retrieve WR-related peer-reviewed journal papers from selected databases, and the information contained in their author keyword field has been thoroughly cleaned. Author keyword co-occurrence data have been used for building a similarity measure between keywords, plus cluster analysis for revealing the main WR research being addressed by the scientific community. Results have been further analyzed using advanced visualization tools to determine which clusters formed strongly-linked research areas that could set the main cognitive divisions of WR science. This process has been repeated with 2002 and 2012 data, and science maps reflecting the main research areas and clusters have been generated. Results show that WR mainly deals with the recovery of basic, widely used raw materials like water and fertile soil. Energy generation and waste management are other relevant fields that show an interesting evolution, revealing signs of growth in research, together with the emergence of sub-areas reflecting consolidating research specialties.
Content
Vgl.: http://onlinelibrary.wiley.com/doi/10.1002/asi.23264/abstract.

Similar documents (content)

  1. Haider, J.: ¬The structuring of information through search : sorting waste with Google (2016) 0.21
    0.21494627 = sum of:
      0.21494627 = product of:
        1.0747313 = sum of:
          0.031235911 = weight(abstract_txt:relevant in 3073) [ClassicSimilarity], result of:
            0.031235911 = score(doc=3073,freq=2.0), product of:
              0.08712636 = queryWeight, product of:
                1.0986297 = boost
                4.635553 = idf(docFreq=1165, maxDocs=44218)
                0.017107898 = queryNorm
              0.35851276 = fieldWeight in 3073, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.635553 = idf(docFreq=1165, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3073)
          0.027350562 = weight(abstract_txt:author in 3073) [ClassicSimilarity], result of:
            0.027350562 = score(doc=3073,freq=1.0), product of:
              0.10046951 = queryWeight, product of:
                1.1797601 = boost
                4.9778743 = idf(docFreq=827, maxDocs=44218)
                0.017107898 = queryNorm
              0.2722275 = fieldWeight in 3073, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.9778743 = idf(docFreq=827, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3073)
          0.006927008 = weight(abstract_txt:with in 3073) [ClassicSimilarity], result of:
            0.006927008 = score(doc=3073,freq=1.0), product of:
              0.050671514 = queryWeight, product of:
                1.1848776 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.017107898 = queryNorm
              0.13670418 = fieldWeight in 3073, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3073)
          0.03264227 = weight(abstract_txt:main in 3073) [ClassicSimilarity], result of:
            0.03264227 = score(doc=3073,freq=1.0), product of:
              0.12940194 = queryWeight, product of:
                1.6398064 = boost
                4.612661 = idf(docFreq=1192, maxDocs=44218)
                0.017107898 = queryNorm
              0.2522549 = fieldWeight in 3073, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.612661 = idf(docFreq=1192, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3073)
          0.97657555 = weight(abstract_txt:waste in 3073) [ClassicSimilarity], result of:
            0.97657555 = score(doc=3073,freq=10.0), product of:
              0.6370947 = queryWeight, product of:
                4.2013955 = boost
                8.863674 = idf(docFreq=16, maxDocs=44218)
                0.017107898 = queryNorm
              1.5328578 = fieldWeight in 3073, product of:
                3.1622777 = tf(freq=10.0), with freq of:
                  10.0 = termFreq=10.0
                8.863674 = idf(docFreq=16, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3073)
        0.2 = coord(5/25)
    
  2. Gwak, J.H.; Sohn, S.J.: ¬A novel approach to explore patent development paths for subfield technologies (2018) 0.18
    0.18046165 = sum of:
      0.18046165 = product of:
        1.1278853 = sum of:
          0.015636874 = weight(abstract_txt:have in 4120) [ClassicSimilarity], result of:
            0.015636874 = score(doc=4120,freq=1.0), product of:
              0.06245768 = queryWeight, product of:
                1.1392398 = boost
                3.2046018 = idf(docFreq=4876, maxDocs=44218)
                0.017107898 = queryNorm
              0.2503595 = fieldWeight in 4120, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.2046018 = idf(docFreq=4876, maxDocs=44218)
                0.078125 = fieldNorm(doc=4120)
          0.080768675 = weight(abstract_txt:main in 4120) [ClassicSimilarity], result of:
            0.080768675 = score(doc=4120,freq=3.0), product of:
              0.12940194 = queryWeight, product of:
                1.6398064 = boost
                4.612661 = idf(docFreq=1192, maxDocs=44218)
                0.017107898 = queryNorm
              0.624169 = fieldWeight in 4120, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.612661 = idf(docFreq=1192, maxDocs=44218)
                0.078125 = fieldNorm(doc=4120)
          0.044989564 = weight(abstract_txt:been in 4120) [ClassicSimilarity], result of:
            0.044989564 = score(doc=4120,freq=1.0), product of:
              0.15918559 = queryWeight, product of:
                2.5721073 = boost
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.017107898 = queryNorm
              0.28262335 = fieldWeight in 4120, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.078125 = fieldNorm(doc=4120)
          0.98649025 = weight(abstract_txt:waste in 4120) [ClassicSimilarity], result of:
            0.98649025 = score(doc=4120,freq=5.0), product of:
              0.6370947 = queryWeight, product of:
                4.2013955 = boost
                8.863674 = idf(docFreq=16, maxDocs=44218)
                0.017107898 = queryNorm
              1.5484202 = fieldWeight in 4120, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                8.863674 = idf(docFreq=16, maxDocs=44218)
                0.078125 = fieldNorm(doc=4120)
        0.16 = coord(4/25)
    
  3. Small, H.G.: Structural dynamics of scientific literature (2015) 0.14
    0.13506368 = sum of:
      0.13506368 = product of:
        0.422074 = sum of:
          0.027092187 = weight(abstract_txt:show in 2356) [ClassicSimilarity], result of:
            0.027092187 = score(doc=2356,freq=1.0), product of:
              0.078707874 = queryWeight, product of:
                1.0442047 = boost
                4.4059124 = idf(docFreq=1466, maxDocs=44218)
                0.017107898 = queryNorm
              0.3442119 = fieldWeight in 2356, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4059124 = idf(docFreq=1466, maxDocs=44218)
                0.078125 = fieldNorm(doc=2356)
          0.044796847 = weight(abstract_txt:scientific in 2356) [ClassicSimilarity], result of:
            0.044796847 = score(doc=2356,freq=2.0), product of:
              0.08735285 = queryWeight, product of:
                1.1000568 = boost
                4.6415744 = idf(docFreq=1158, maxDocs=44218)
                0.017107898 = queryNorm
              0.5128264 = fieldWeight in 2356, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.6415744 = idf(docFreq=1158, maxDocs=44218)
                0.078125 = fieldNorm(doc=2356)
          0.022113878 = weight(abstract_txt:have in 2356) [ClassicSimilarity], result of:
            0.022113878 = score(doc=2356,freq=2.0), product of:
              0.06245768 = queryWeight, product of:
                1.1392398 = boost
                3.2046018 = idf(docFreq=4876, maxDocs=44218)
                0.017107898 = queryNorm
              0.35406178 = fieldWeight in 2356, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.2046018 = idf(docFreq=4876, maxDocs=44218)
                0.078125 = fieldNorm(doc=2356)
          0.009895724 = weight(abstract_txt:with in 2356) [ClassicSimilarity], result of:
            0.009895724 = score(doc=2356,freq=1.0), product of:
              0.050671514 = queryWeight, product of:
                1.1848776 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.017107898 = queryNorm
              0.19529167 = fieldWeight in 2356, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.078125 = fieldNorm(doc=2356)
          0.027346244 = weight(abstract_txt:science in 2356) [ClassicSimilarity], result of:
            0.027346244 = score(doc=2356,freq=1.0), product of:
              0.09066041 = queryWeight, product of:
                1.3725591 = boost
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.017107898 = queryNorm
              0.3016338 = fieldWeight in 2356, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.078125 = fieldNorm(doc=2356)
          0.19587795 = weight(abstract_txt:clusters in 2356) [ClassicSimilarity], result of:
            0.19587795 = score(doc=2356,freq=5.0), product of:
              0.17210329 = queryWeight, product of:
                1.5440848 = boost
                6.515104 = idf(docFreq=177, maxDocs=44218)
                0.017107898 = queryNorm
              1.1381419 = fieldWeight in 2356, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                6.515104 = idf(docFreq=177, maxDocs=44218)
                0.078125 = fieldNorm(doc=2356)
          0.044989564 = weight(abstract_txt:been in 2356) [ClassicSimilarity], result of:
            0.044989564 = score(doc=2356,freq=1.0), product of:
              0.15918559 = queryWeight, product of:
                2.5721073 = boost
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.017107898 = queryNorm
              0.28262335 = fieldWeight in 2356, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.078125 = fieldNorm(doc=2356)
          0.049961586 = weight(abstract_txt:research in 2356) [ClassicSimilarity], result of:
            0.049961586 = score(doc=2356,freq=2.0), product of:
              0.14263484 = queryWeight, product of:
                2.6298041 = boost
                3.170338 = idf(docFreq=5046, maxDocs=44218)
                0.017107898 = queryNorm
              0.35027617 = fieldWeight in 2356, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.170338 = idf(docFreq=5046, maxDocs=44218)
                0.078125 = fieldNorm(doc=2356)
        0.32 = coord(8/25)
    
  4. Janssens, F.; Leta, J.; Glänzel, W.; Moor, B. de: Towards mapping library and information science (2006) 0.13
    0.13000977 = sum of:
      0.13000977 = product of:
        0.36113822 = sum of:
          0.025340922 = weight(abstract_txt:scientific in 992) [ClassicSimilarity], result of:
            0.025340922 = score(doc=992,freq=1.0), product of:
              0.08735285 = queryWeight, product of:
                1.1000568 = boost
                4.6415744 = idf(docFreq=1158, maxDocs=44218)
                0.017107898 = queryNorm
              0.2900984 = fieldWeight in 992, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6415744 = idf(docFreq=1158, maxDocs=44218)
                0.0625 = fieldNorm(doc=992)
          0.0125095 = weight(abstract_txt:have in 992) [ClassicSimilarity], result of:
            0.0125095 = score(doc=992,freq=1.0), product of:
              0.06245768 = queryWeight, product of:
                1.1392398 = boost
                3.2046018 = idf(docFreq=4876, maxDocs=44218)
                0.017107898 = queryNorm
              0.20028761 = fieldWeight in 992, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.2046018 = idf(docFreq=4876, maxDocs=44218)
                0.0625 = fieldNorm(doc=992)
          0.00791658 = weight(abstract_txt:with in 992) [ClassicSimilarity], result of:
            0.00791658 = score(doc=992,freq=1.0), product of:
              0.050671514 = queryWeight, product of:
                1.1848776 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.017107898 = queryNorm
              0.15623334 = fieldWeight in 992, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0625 = fieldNorm(doc=992)
          0.030938743 = weight(abstract_txt:science in 992) [ClassicSimilarity], result of:
            0.030938743 = score(doc=992,freq=2.0), product of:
              0.09066041 = queryWeight, product of:
                1.3725591 = boost
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.017107898 = queryNorm
              0.3412597 = fieldWeight in 992, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.0625 = fieldNorm(doc=992)
          0.061491735 = weight(abstract_txt:2002 in 992) [ClassicSimilarity], result of:
            0.061491735 = score(doc=992,freq=1.0), product of:
              0.15773933 = queryWeight, product of:
                1.4782455 = boost
                6.237302 = idf(docFreq=234, maxDocs=44218)
                0.017107898 = queryNorm
              0.38983136 = fieldWeight in 992, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.237302 = idf(docFreq=234, maxDocs=44218)
                0.0625 = fieldNorm(doc=992)
          0.12138112 = weight(abstract_txt:clusters in 992) [ClassicSimilarity], result of:
            0.12138112 = score(doc=992,freq=3.0), product of:
              0.17210329 = queryWeight, product of:
                1.5440848 = boost
                6.515104 = idf(docFreq=177, maxDocs=44218)
                0.017107898 = queryNorm
              0.70528066 = fieldWeight in 992, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.515104 = idf(docFreq=177, maxDocs=44218)
                0.0625 = fieldNorm(doc=992)
          0.037305452 = weight(abstract_txt:main in 992) [ClassicSimilarity], result of:
            0.037305452 = score(doc=992,freq=1.0), product of:
              0.12940194 = queryWeight, product of:
                1.6398064 = boost
                4.612661 = idf(docFreq=1192, maxDocs=44218)
                0.017107898 = queryNorm
              0.2882913 = fieldWeight in 992, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.612661 = idf(docFreq=1192, maxDocs=44218)
                0.0625 = fieldNorm(doc=992)
          0.035991654 = weight(abstract_txt:been in 992) [ClassicSimilarity], result of:
            0.035991654 = score(doc=992,freq=1.0), product of:
              0.15918559 = queryWeight, product of:
                2.5721073 = boost
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.017107898 = queryNorm
              0.22609869 = fieldWeight in 992, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.0625 = fieldNorm(doc=992)
          0.02826254 = weight(abstract_txt:research in 992) [ClassicSimilarity], result of:
            0.02826254 = score(doc=992,freq=1.0), product of:
              0.14263484 = queryWeight, product of:
                2.6298041 = boost
                3.170338 = idf(docFreq=5046, maxDocs=44218)
                0.017107898 = queryNorm
              0.19814612 = fieldWeight in 992, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.170338 = idf(docFreq=5046, maxDocs=44218)
                0.0625 = fieldNorm(doc=992)
        0.36 = coord(9/25)
    
  5. Deokattey, S.; Neelameghan, A.; Kumar, V.: ¬A method for developing a domain ontology : a case study for a multidisciplinary subject (2010) 0.13
    0.12526363 = sum of:
      0.12526363 = product of:
        0.7828977 = sum of:
          0.025217492 = weight(abstract_txt:used in 3694) [ClassicSimilarity], result of:
            0.025217492 = score(doc=3694,freq=1.0), product of:
              0.06863334 = queryWeight, product of:
                1.194235 = boost
                3.3592992 = idf(docFreq=4177, maxDocs=44218)
                0.017107898 = queryNorm
              0.36742336 = fieldWeight in 3694, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3592992 = idf(docFreq=4177, maxDocs=44218)
                0.109375 = fieldNorm(doc=3694)
          0.07705429 = weight(abstract_txt:areas in 3694) [ClassicSimilarity], result of:
            0.07705429 = score(doc=3694,freq=1.0), product of:
              0.14452127 = queryWeight, product of:
                1.7329581 = boost
                4.87469 = idf(docFreq=917, maxDocs=44218)
                0.017107898 = queryNorm
              0.5331692 = fieldWeight in 3694, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.87469 = idf(docFreq=917, maxDocs=44218)
                0.109375 = fieldNorm(doc=3694)
          0.06298539 = weight(abstract_txt:been in 3694) [ClassicSimilarity], result of:
            0.06298539 = score(doc=3694,freq=1.0), product of:
              0.15918559 = queryWeight, product of:
                2.5721073 = boost
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.017107898 = queryNorm
              0.3956727 = fieldWeight in 3694, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.109375 = fieldNorm(doc=3694)
          0.61764055 = weight(abstract_txt:waste in 3694) [ClassicSimilarity], result of:
            0.61764055 = score(doc=3694,freq=1.0), product of:
              0.6370947 = queryWeight, product of:
                4.2013955 = boost
                8.863674 = idf(docFreq=16, maxDocs=44218)
                0.017107898 = queryNorm
              0.96946436 = fieldWeight in 3694, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.863674 = idf(docFreq=16, maxDocs=44218)
                0.109375 = fieldNorm(doc=3694)
        0.16 = coord(4/25)