Document (#44255)

Author
Carrera-Rivera, A.
Ochoa, W.
Larrinaga, F.
Lasa, G.
Title
How-to conduct a systematic literature review: : a quick guide for computer science research
Source
MethodsX 9(2022) no.1:101895 [DOI:10.1016/j.mex.2022.101895]
Year
2022
Abstract
Performing a literature review is often the first step in research to understand the state-of-the-art and find gaps and challenges in the field. The systematic literature review provides a series of steps to organize the review methodically. This paper offers a quick guide especially thought for early-stage researchers or researchers in general to perform this first step in the computer-science research. The contribution of the article is the following: ? Clearly define strategies to follow for a Systematic literature review in computer science research ? An algorithmic way to tackle a Systematic literature review.
Footnote
Vgl.: https://www.researchgate.net/publication/365136495_How-to_conduct_a_systematic_literature_review_A_quick_guide_for_computer_science_research.
Theme
Bibliographie
Field
Informatik

Similar documents (content)

  1. Cheng, Y.-Y.; Xia, Y.: ¬A systematic review of methods for aligning, mapping, merging taxonomies in information sciences (2023) 0.22
    0.21684396 = sum of:
      0.21684396 = product of:
        0.77444273 = sum of:
          0.043365147 = weight(abstract_txt:define in 2031) [ClassicSimilarity], result of:
            0.043365147 = score(doc=2031,freq=1.0), product of:
              0.1139625 = queryWeight, product of:
                1.0514048 = boost
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.017802998 = queryNorm
              0.3805212 = fieldWeight in 2031, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.0625 = fieldNorm(doc=2031)
          0.032911345 = weight(abstract_txt:science in 2031) [ClassicSimilarity], result of:
            0.032911345 = score(doc=2031,freq=1.0), product of:
              0.13675365 = queryWeight, product of:
                1.9948906 = boost
                3.850585 = idf(docFreq=2567, maxDocs=44421)
                0.017802998 = queryNorm
              0.24066156 = fieldWeight in 2031, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.850585 = idf(docFreq=2567, maxDocs=44421)
                0.0625 = fieldNorm(doc=2031)
          0.08626578 = weight(abstract_txt:step in 2031) [ClassicSimilarity], result of:
            0.08626578 = score(doc=2031,freq=1.0), product of:
              0.22711046 = queryWeight, product of:
                2.0990489 = boost
                6.0774503 = idf(docFreq=276, maxDocs=44421)
                0.017802998 = queryNorm
              0.37984064 = fieldWeight in 2031, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.0774503 = idf(docFreq=276, maxDocs=44421)
                0.0625 = fieldNorm(doc=2031)
          0.054209843 = weight(abstract_txt:research in 2031) [ClassicSimilarity], result of:
            0.054209843 = score(doc=2031,freq=5.0), product of:
              0.12276752 = queryWeight, product of:
                2.1825325 = boost
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.017802998 = queryNorm
              0.441565 = fieldWeight in 2031, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.0625 = fieldNorm(doc=2031)
          0.11597969 = weight(abstract_txt:literature in 2031) [ClassicSimilarity], result of:
            0.11597969 = score(doc=2031,freq=2.0), product of:
              0.29801357 = queryWeight, product of:
                3.801824 = boost
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.017802998 = queryNorm
              0.38917586 = fieldWeight in 2031, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.0625 = fieldNorm(doc=2031)
          0.21563035 = weight(abstract_txt:systematic in 2031) [ClassicSimilarity], result of:
            0.21563035 = score(doc=2031,freq=2.0), product of:
              0.41829693 = queryWeight, product of:
                4.0286665 = boost
                5.8321705 = idf(docFreq=353, maxDocs=44421)
                0.017802998 = queryNorm
              0.5154959 = fieldWeight in 2031, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.8321705 = idf(docFreq=353, maxDocs=44421)
                0.0625 = fieldNorm(doc=2031)
          0.2260806 = weight(abstract_txt:review in 2031) [ClassicSimilarity], result of:
            0.2260806 = score(doc=2031,freq=3.0), product of:
              0.43170488 = queryWeight, product of:
                5.0125427 = boost
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.017802998 = queryNorm
              0.5236925 = fieldWeight in 2031, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.0625 = fieldNorm(doc=2031)
        0.28 = coord(7/25)
    
  2. Liu, Y.; Qin, C.; Ma, X.; Liang, H.: Serendipity in human information behavior : a systematic review (2022) 0.18
    0.17597353 = sum of:
      0.17597353 = product of:
        0.7332231 = sum of:
          0.07534909 = weight(abstract_txt:gaps in 1604) [ClassicSimilarity], result of:
            0.07534909 = score(doc=1604,freq=1.0), product of:
              0.16471004 = queryWeight, product of:
                1.2640057 = boost
                7.319441 = idf(docFreq=79, maxDocs=44421)
                0.017802998 = queryNorm
              0.45746505 = fieldWeight in 1604, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.319441 = idf(docFreq=79, maxDocs=44421)
                0.0625 = fieldNorm(doc=1604)
          0.059794605 = weight(abstract_txt:researchers in 1604) [ClassicSimilarity], result of:
            0.059794605 = score(doc=1604,freq=2.0), product of:
              0.14118095 = queryWeight, product of:
                1.6549772 = boost
                4.791714 = idf(docFreq=1001, maxDocs=44421)
                0.017802998 = queryNorm
              0.42353168 = fieldWeight in 1604, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.791714 = idf(docFreq=1001, maxDocs=44421)
                0.0625 = fieldNorm(doc=1604)
          0.06857063 = weight(abstract_txt:research in 1604) [ClassicSimilarity], result of:
            0.06857063 = score(doc=1604,freq=8.0), product of:
              0.12276752 = queryWeight, product of:
                2.1825325 = boost
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.017802998 = queryNorm
              0.55854046 = fieldWeight in 1604, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.0625 = fieldNorm(doc=1604)
          0.11597969 = weight(abstract_txt:literature in 1604) [ClassicSimilarity], result of:
            0.11597969 = score(doc=1604,freq=2.0), product of:
              0.29801357 = queryWeight, product of:
                3.801824 = boost
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.017802998 = queryNorm
              0.38917586 = fieldWeight in 1604, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.0625 = fieldNorm(doc=1604)
          0.15247369 = weight(abstract_txt:systematic in 1604) [ClassicSimilarity], result of:
            0.15247369 = score(doc=1604,freq=1.0), product of:
              0.41829693 = queryWeight, product of:
                4.0286665 = boost
                5.8321705 = idf(docFreq=353, maxDocs=44421)
                0.017802998 = queryNorm
              0.36451066 = fieldWeight in 1604, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.8321705 = idf(docFreq=353, maxDocs=44421)
                0.0625 = fieldNorm(doc=1604)
          0.2610554 = weight(abstract_txt:review in 1604) [ClassicSimilarity], result of:
            0.2610554 = score(doc=1604,freq=4.0), product of:
              0.43170488 = queryWeight, product of:
                5.0125427 = boost
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.017802998 = queryNorm
              0.604708 = fieldWeight in 1604, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.0625 = fieldNorm(doc=1604)
        0.24 = coord(6/25)
    
  3. Cho, H.; Pham, M.T.N.; Leonard, K.N.; Urban, A.C.: ¬A systematic literature review on image information needs and behaviors (2022) 0.17
    0.17278965 = sum of:
      0.17278965 = product of:
        0.7199569 = sum of:
          0.06593045 = weight(abstract_txt:gaps in 1607) [ClassicSimilarity], result of:
            0.06593045 = score(doc=1607,freq=1.0), product of:
              0.16471004 = queryWeight, product of:
                1.2640057 = boost
                7.319441 = idf(docFreq=79, maxDocs=44421)
                0.017802998 = queryNorm
              0.4002819 = fieldWeight in 1607, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.319441 = idf(docFreq=79, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1607)
          0.07548256 = weight(abstract_txt:step in 1607) [ClassicSimilarity], result of:
            0.07548256 = score(doc=1607,freq=1.0), product of:
              0.22711046 = queryWeight, product of:
                2.0990489 = boost
                6.0774503 = idf(docFreq=276, maxDocs=44421)
                0.017802998 = queryNorm
              0.33236057 = fieldWeight in 1607, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.0774503 = idf(docFreq=276, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1607)
          0.042425912 = weight(abstract_txt:research in 1607) [ClassicSimilarity], result of:
            0.042425912 = score(doc=1607,freq=4.0), product of:
              0.12276752 = queryWeight, product of:
                2.1825325 = boost
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.017802998 = queryNorm
              0.34557927 = fieldWeight in 1607, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1607)
          0.14351754 = weight(abstract_txt:literature in 1607) [ClassicSimilarity], result of:
            0.14351754 = score(doc=1607,freq=4.0), product of:
              0.29801357 = queryWeight, product of:
                3.801824 = boost
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.017802998 = queryNorm
              0.48158056 = fieldWeight in 1607, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1607)
          0.23108064 = weight(abstract_txt:systematic in 1607) [ClassicSimilarity], result of:
            0.23108064 = score(doc=1607,freq=3.0), product of:
              0.41829693 = queryWeight, product of:
                4.0286665 = boost
                5.8321705 = idf(docFreq=353, maxDocs=44421)
                0.017802998 = queryNorm
              0.55243206 = fieldWeight in 1607, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.8321705 = idf(docFreq=353, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1607)
          0.16151978 = weight(abstract_txt:review in 1607) [ClassicSimilarity], result of:
            0.16151978 = score(doc=1607,freq=2.0), product of:
              0.43170488 = queryWeight, product of:
                5.0125427 = boost
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.017802998 = queryNorm
              0.374144 = fieldWeight in 1607, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1607)
        0.24 = coord(6/25)
    
  4. Morrow, G.; Swire-Thompson, B.; Montgomery Polny, J.; Kopec, M.; Wihbey, J.P.: ¬The emerging science of content labeling : contextualizing social media content moderation (2022) 0.17
    0.16537556 = sum of:
      0.16537556 = product of:
        0.68906486 = sum of:
          0.094186366 = weight(abstract_txt:gaps in 1661) [ClassicSimilarity], result of:
            0.094186366 = score(doc=1661,freq=1.0), product of:
              0.16471004 = queryWeight, product of:
                1.2640057 = boost
                7.319441 = idf(docFreq=79, maxDocs=44421)
                0.017802998 = queryNorm
              0.57183135 = fieldWeight in 1661, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.319441 = idf(docFreq=79, maxDocs=44421)
                0.078125 = fieldNorm(doc=1661)
          0.052851465 = weight(abstract_txt:researchers in 1661) [ClassicSimilarity], result of:
            0.052851465 = score(doc=1661,freq=1.0), product of:
              0.14118095 = queryWeight, product of:
                1.6549772 = boost
                4.791714 = idf(docFreq=1001, maxDocs=44421)
                0.017802998 = queryNorm
              0.37435266 = fieldWeight in 1661, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.791714 = idf(docFreq=1001, maxDocs=44421)
                0.078125 = fieldNorm(doc=1661)
          0.09087092 = weight(abstract_txt:guide in 1661) [ClassicSimilarity], result of:
            0.09087092 = score(doc=1661,freq=1.0), product of:
              0.20262265 = queryWeight, product of:
                1.9826589 = boost
                5.7404623 = idf(docFreq=387, maxDocs=44421)
                0.017802998 = queryNorm
              0.44847363 = fieldWeight in 1661, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.7404623 = idf(docFreq=387, maxDocs=44421)
                0.078125 = fieldNorm(doc=1661)
          0.04285664 = weight(abstract_txt:research in 1661) [ClassicSimilarity], result of:
            0.04285664 = score(doc=1661,freq=2.0), product of:
              0.12276752 = queryWeight, product of:
                2.1825325 = boost
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.017802998 = queryNorm
              0.34908777 = fieldWeight in 1661, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.078125 = fieldNorm(doc=1661)
          0.1775569 = weight(abstract_txt:literature in 1661) [ClassicSimilarity], result of:
            0.1775569 = score(doc=1661,freq=3.0), product of:
              0.29801357 = queryWeight, product of:
                3.801824 = boost
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.017802998 = queryNorm
              0.5958014 = fieldWeight in 1661, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.078125 = fieldNorm(doc=1661)
          0.23074256 = weight(abstract_txt:review in 1661) [ClassicSimilarity], result of:
            0.23074256 = score(doc=1661,freq=2.0), product of:
              0.43170488 = queryWeight, product of:
                5.0125427 = boost
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.017802998 = queryNorm
              0.5344914 = fieldWeight in 1661, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.078125 = fieldNorm(doc=1661)
        0.24 = coord(6/25)
    
  5. Gregory, K.; Groth, P.; Cousijn, H.; Scharnhorst, A.; Wyatt, S.: Searching data : a review of observational data retrieval practices in selected disciplines (2019) 0.17
    0.16535601 = sum of:
      0.16535601 = product of:
        0.6889834 = sum of:
          0.04848305 = weight(abstract_txt:first in 216) [ClassicSimilarity], result of:
            0.04848305 = score(doc=216,freq=1.0), product of:
              0.106507294 = queryWeight, product of:
                1.437453 = boost
                4.1619086 = idf(docFreq=1880, maxDocs=44421)
                0.017802998 = queryNorm
              0.45520875 = fieldWeight in 216, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1619086 = idf(docFreq=1880, maxDocs=44421)
                0.109375 = fieldNorm(doc=216)
          0.057594854 = weight(abstract_txt:science in 216) [ClassicSimilarity], result of:
            0.057594854 = score(doc=216,freq=1.0), product of:
              0.13675365 = queryWeight, product of:
                1.9948906 = boost
                3.850585 = idf(docFreq=2567, maxDocs=44421)
                0.017802998 = queryNorm
              0.42115772 = fieldWeight in 216, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.850585 = idf(docFreq=2567, maxDocs=44421)
                0.109375 = fieldNorm(doc=216)
          0.15096512 = weight(abstract_txt:step in 216) [ClassicSimilarity], result of:
            0.15096512 = score(doc=216,freq=1.0), product of:
              0.22711046 = queryWeight, product of:
                2.0990489 = boost
                6.0774503 = idf(docFreq=276, maxDocs=44421)
                0.017802998 = queryNorm
              0.66472113 = fieldWeight in 216, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.0774503 = idf(docFreq=276, maxDocs=44421)
                0.109375 = fieldNorm(doc=216)
          0.059999302 = weight(abstract_txt:research in 216) [ClassicSimilarity], result of:
            0.059999302 = score(doc=216,freq=2.0), product of:
              0.12276752 = queryWeight, product of:
                2.1825325 = boost
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.017802998 = queryNorm
              0.48872292 = fieldWeight in 216, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.159582 = idf(docFreq=5124, maxDocs=44421)
                0.109375 = fieldNorm(doc=216)
          0.14351754 = weight(abstract_txt:literature in 216) [ClassicSimilarity], result of:
            0.14351754 = score(doc=216,freq=1.0), product of:
              0.29801357 = queryWeight, product of:
                3.801824 = boost
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.017802998 = queryNorm
              0.48158056 = fieldWeight in 216, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4030223 = idf(docFreq=1477, maxDocs=44421)
                0.109375 = fieldNorm(doc=216)
          0.22842346 = weight(abstract_txt:review in 216) [ClassicSimilarity], result of:
            0.22842346 = score(doc=216,freq=1.0), product of:
              0.43170488 = queryWeight, product of:
                5.0125427 = boost
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.017802998 = queryNorm
              0.5291195 = fieldWeight in 216, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.837664 = idf(docFreq=956, maxDocs=44421)
                0.109375 = fieldNorm(doc=216)
        0.24 = coord(6/25)