Document (#35906)

Author

Lauw, H.W.
Lim, E.-P.

Title

Web social mining

Source

Encyclopedia of library and information sciences. 3rd ed. Ed.: M.J. Bates

Imprint

London : Taylor & Francis

Year

2009

Pages

S.xx-xx

Abstract

With increasing user presence in the Web and Web 2.0, Web social mining becomes an important and challenging task that finds a wide range of new applications relevant to e-commerce and social software. In this entry, we describe three Web social mining topics, namely, social network discovery, social network analysis, and social network applications. The essential concepts, models, and techniques of these Web social mining topics will be surveyed so as to establish the basic foundation for developing novel applications and for conducting research.

Footnote

Vgl.: http://www.tandfonline.com/doi/book/10.1081/E-ELIS3.

Theme

Internet

Object

Web 2.0

Similar documents (content)

1. Mining text data (2012) 0.27

   0.27230263 = sum of:
     0.27230263 = product of:
       1.1345943 = sum of:
         0.06554861 = weight(abstract_txt:challenging in 1362) [ClassicSimilarity], result of:
           0.06554861 = score(doc=1362,freq=1.0), product of:
             0.15659194 = queryWeight, product of:
               1.3652357 = boost
               6.697521 = idf(docFreq=148, maxDocs=44421)
               0.017125674 = queryNorm
             0.41859508 = fieldWeight in 1362, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.697521 = idf(docFreq=148, maxDocs=44421)
               0.0625 = fieldNorm(doc=1362)
         0.07345143 = weight(abstract_txt:commerce in 1362) [ClassicSimilarity], result of:
           0.07345143 = score(doc=1362,freq=1.0), product of:
             0.16893795 = queryWeight, product of:
               1.4180337 = boost
               6.9565353 = idf(docFreq=114, maxDocs=44421)
               0.017125674 = queryNorm
             0.43478346 = fieldWeight in 1362, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.9565353 = idf(docFreq=114, maxDocs=44421)
               0.0625 = fieldNorm(doc=1362)
         0.057163246 = weight(abstract_txt:topics in 1362) [ClassicSimilarity], result of:
           0.057163246 = score(doc=1362,freq=1.0), product of:
             0.1800867 = queryWeight, product of:
               2.0705168 = boost
               5.078731 = idf(docFreq=751, maxDocs=44421)
               0.017125674 = queryNorm
             0.3174207 = fieldWeight in 1362, 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=1362)
         0.0983556 = weight(abstract_txt:applications in 1362) [ClassicSimilarity], result of:
           0.0983556 = score(doc=1362,freq=2.0), product of:
             0.23493995 = queryWeight, product of:
               2.896423 = boost
               4.7363873 = idf(docFreq=1058, maxDocs=44421)
               0.017125674 = queryNorm
             0.41864145 = fieldWeight in 1362, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.7363873 = idf(docFreq=1058, maxDocs=44421)
               0.0625 = fieldNorm(doc=1362)
         0.61558545 = weight(abstract_txt:mining in 1362) [ClassicSimilarity], result of:
           0.61558545 = score(doc=1362,freq=9.0), product of:
             0.53193486 = queryWeight, product of:
               5.032481 = boost
               6.1720386 = idf(docFreq=251, maxDocs=44421)
               0.017125674 = queryNorm
             1.1572572 = fieldWeight in 1362, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               6.1720386 = idf(docFreq=251, maxDocs=44421)
               0.0625 = fieldNorm(doc=1362)
         0.22449002 = weight(abstract_txt:social in 1362) [ClassicSimilarity], result of:
           0.22449002 = score(doc=1362,freq=3.0), product of:
             0.49337977 = queryWeight, product of:
               6.854229 = boost
               4.2031517 = idf(docFreq=1804, maxDocs=44421)
               0.017125674 = queryNorm
             0.4550045 = fieldWeight in 1362, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.2031517 = idf(docFreq=1804, maxDocs=44421)
               0.0625 = fieldNorm(doc=1362)
       0.24 = coord(6/25)
   

2. Arbelaitz, O.; Martínez-Otzeta. J.M.; Muguerza, J.: User modeling in a social network for cognitively disabled people (2016) 0.18

   0.17884743 = sum of:
     0.17884743 = product of:
       0.89423716 = sum of:
         0.045908265 = weight(abstract_txt:novel in 3639) [ClassicSimilarity], result of:
           0.045908265 = score(doc=3639,freq=1.0), product of:
             0.10642598 = queryWeight, product of:
               1.1255033 = boost
               5.521451 = idf(docFreq=482, maxDocs=44421)
               0.017125674 = queryNorm
             0.43136334 = fieldWeight in 3639, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.521451 = idf(docFreq=482, maxDocs=44421)
               0.078125 = fieldNorm(doc=3639)
         0.1808766 = weight(abstract_txt:network in 3639) [ClassicSimilarity], result of:
           0.1808766 = score(doc=3639,freq=5.0), product of:
             0.22391975 = queryWeight, product of:
               2.8276768 = boost
               4.6239696 = idf(docFreq=1184, maxDocs=44421)
               0.017125674 = queryNorm
             0.8077742 = fieldWeight in 3639, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               4.6239696 = idf(docFreq=1184, maxDocs=44421)
               0.078125 = fieldNorm(doc=3639)
         0.08693489 = weight(abstract_txt:applications in 3639) [ClassicSimilarity], result of:
           0.08693489 = score(doc=3639,freq=1.0), product of:
             0.23493995 = queryWeight, product of:
               2.896423 = boost
               4.7363873 = idf(docFreq=1058, maxDocs=44421)
               0.017125674 = queryNorm
             0.37003025 = fieldWeight in 3639, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.7363873 = idf(docFreq=1058, maxDocs=44421)
               0.078125 = fieldNorm(doc=3639)
         0.25649396 = weight(abstract_txt:mining in 3639) [ClassicSimilarity], result of:
           0.25649396 = score(doc=3639,freq=1.0), product of:
             0.53193486 = queryWeight, product of:
               5.032481 = boost
               6.1720386 = idf(docFreq=251, maxDocs=44421)
               0.017125674 = queryNorm
             0.48219052 = fieldWeight in 3639, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.1720386 = idf(docFreq=251, maxDocs=44421)
               0.078125 = fieldNorm(doc=3639)
         0.32402346 = weight(abstract_txt:social in 3639) [ClassicSimilarity], result of:
           0.32402346 = score(doc=3639,freq=4.0), product of:
             0.49337977 = queryWeight, product of:
               6.854229 = boost
               4.2031517 = idf(docFreq=1804, maxDocs=44421)
               0.017125674 = queryNorm
             0.65674245 = fieldWeight in 3639, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.2031517 = idf(docFreq=1804, maxDocs=44421)
               0.078125 = fieldNorm(doc=3639)
       0.2 = coord(5/25)
   

3. Knowledge management in fuzzy databases (2000) 0.14

   0.13967766 = sum of:
     0.13967766 = product of:
       0.6983883 = sum of:
         0.040246274 = weight(abstract_txt:basic in 5260) [ClassicSimilarity], result of:
           0.040246274 = score(doc=5260,freq=1.0), product of:
             0.08632767 = queryWeight, product of:
               1.0136732 = boost
               4.972839 = idf(docFreq=835, maxDocs=44421)
               0.017125674 = queryNorm
             0.46620363 = fieldWeight in 5260, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.972839 = idf(docFreq=835, maxDocs=44421)
               0.09375 = fieldNorm(doc=5260)
         0.055089924 = weight(abstract_txt:novel in 5260) [ClassicSimilarity], result of:
           0.055089924 = score(doc=5260,freq=1.0), product of:
             0.10642598 = queryWeight, product of:
               1.1255033 = boost
               5.521451 = idf(docFreq=482, maxDocs=44421)
               0.017125674 = queryNorm
             0.51763606 = fieldWeight in 5260, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.521451 = idf(docFreq=482, maxDocs=44421)
               0.09375 = fieldNorm(doc=5260)
         0.08202257 = weight(abstract_txt:discovery in 5260) [ClassicSimilarity], result of:
           0.08202257 = score(doc=5260,freq=2.0), product of:
             0.11014002 = queryWeight, product of:
               1.1449738 = boost
               5.616968 = idf(docFreq=438, maxDocs=44421)
               0.017125674 = queryNorm
             0.7447118 = fieldWeight in 5260, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.616968 = idf(docFreq=438, maxDocs=44421)
               0.09375 = fieldNorm(doc=5260)
         0.085744865 = weight(abstract_txt:topics in 5260) [ClassicSimilarity], result of:
           0.085744865 = score(doc=5260,freq=1.0), product of:
             0.1800867 = queryWeight, product of:
               2.0705168 = boost
               5.078731 = idf(docFreq=751, maxDocs=44421)
               0.017125674 = queryNorm
             0.47613102 = fieldWeight in 5260, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.078731 = idf(docFreq=751, maxDocs=44421)
               0.09375 = fieldNorm(doc=5260)
         0.43528464 = weight(abstract_txt:mining in 5260) [ClassicSimilarity], result of:
           0.43528464 = score(doc=5260,freq=2.0), product of:
             0.53193486 = queryWeight, product of:
               5.032481 = boost
               6.1720386 = idf(docFreq=251, maxDocs=44421)
               0.017125674 = queryNorm
             0.8183044 = fieldWeight in 5260, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.1720386 = idf(docFreq=251, maxDocs=44421)
               0.09375 = fieldNorm(doc=5260)
       0.2 = coord(5/25)
   

4. Tonkin, E.L.; Tourte, G.J.L.: Working with text. tools, techniques and approaches for text mining (2016) 0.13

   0.13499765 = sum of:
     0.13499765 = product of:
       0.84373534 = sum of:
         0.028992616 = weight(abstract_txt:describe in 19) [ClassicSimilarity], result of:
           0.028992616 = score(doc=19,freq=1.0), product of:
             0.09090449 = queryWeight, product of:
               1.040197 = boost
               5.1029587 = idf(docFreq=733, maxDocs=44421)
               0.017125674 = queryNorm
             0.31893492 = fieldWeight in 19, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.1029587 = idf(docFreq=733, maxDocs=44421)
               0.0625 = fieldNorm(doc=19)
         0.069547914 = weight(abstract_txt:applications in 19) [ClassicSimilarity], result of:
           0.069547914 = score(doc=19,freq=1.0), product of:
             0.23493995 = queryWeight, product of:
               2.896423 = boost
               4.7363873 = idf(docFreq=1058, maxDocs=44421)
               0.017125674 = queryNorm
             0.2960242 = fieldWeight in 19, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.7363873 = idf(docFreq=1058, maxDocs=44421)
               0.0625 = fieldNorm(doc=19)
         0.61558545 = weight(abstract_txt:mining in 19) [ClassicSimilarity], result of:
           0.61558545 = score(doc=19,freq=9.0), product of:
             0.53193486 = queryWeight, product of:
               5.032481 = boost
               6.1720386 = idf(docFreq=251, maxDocs=44421)
               0.017125674 = queryNorm
             1.1572572 = fieldWeight in 19, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               6.1720386 = idf(docFreq=251, maxDocs=44421)
               0.0625 = fieldNorm(doc=19)
         0.12960938 = weight(abstract_txt:social in 19) [ClassicSimilarity], result of:
           0.12960938 = score(doc=19,freq=1.0), product of:
             0.49337977 = queryWeight, product of:
               6.854229 = boost
               4.2031517 = idf(docFreq=1804, maxDocs=44421)
               0.017125674 = queryNorm
             0.26269698 = fieldWeight in 19, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2031517 = idf(docFreq=1804, maxDocs=44421)
               0.0625 = fieldNorm(doc=19)
       0.16 = coord(4/25)
   

5. Zheng, H.; Aung, H.H.; Erdt, M.; Peng, T.-Q.; Raamkumar, A.S.; Theng, Y.-L.: Social media presence of scholarly journals (2019) 0.13

   0.12795733 = sum of:
     0.12795733 = product of:
       0.6397866 = sum of:
         0.028205868 = weight(abstract_txt:range in 987) [ClassicSimilarity], result of:
           0.028205868 = score(doc=987,freq=1.0), product of:
             0.08925243 = queryWeight, product of:
               1.0307016 = boost
               5.0563765 = idf(docFreq=768, maxDocs=44421)
               0.017125674 = queryNorm
             0.31602353 = fieldWeight in 987, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.0563765 = idf(docFreq=768, maxDocs=44421)
               0.0625 = fieldNorm(doc=987)
         0.10087698 = weight(abstract_txt:presence in 987) [ClassicSimilarity], result of:
           0.10087698 = score(doc=987,freq=3.0), product of:
             0.14472649 = queryWeight, product of:
               1.3124928 = boost
               6.4387774 = idf(docFreq=192, maxDocs=44421)
               0.017125674 = queryNorm
             0.6970181 = fieldWeight in 987, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.4387774 = idf(docFreq=192, maxDocs=44421)
               0.0625 = fieldNorm(doc=987)
         0.057163246 = weight(abstract_txt:topics in 987) [ClassicSimilarity], result of:
           0.057163246 = score(doc=987,freq=1.0), product of:
             0.1800867 = queryWeight, product of:
               2.0705168 = boost
               5.078731 = idf(docFreq=751, maxDocs=44421)
               0.017125674 = queryNorm
             0.3174207 = fieldWeight in 987, 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=987)
         0.06471238 = weight(abstract_txt:network in 987) [ClassicSimilarity], result of:
           0.06471238 = score(doc=987,freq=1.0), product of:
             0.22391975 = queryWeight, product of:
               2.8276768 = boost
               4.6239696 = idf(docFreq=1184, maxDocs=44421)
               0.017125674 = queryNorm
             0.2889981 = fieldWeight in 987, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.6239696 = idf(docFreq=1184, maxDocs=44421)
               0.0625 = fieldNorm(doc=987)
         0.38882813 = weight(abstract_txt:social in 987) [ClassicSimilarity], result of:
           0.38882813 = score(doc=987,freq=9.0), product of:
             0.49337977 = queryWeight, product of:
               6.854229 = boost
               4.2031517 = idf(docFreq=1804, maxDocs=44421)
               0.017125674 = queryNorm
             0.78809094 = fieldWeight in 987, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               4.2031517 = idf(docFreq=1804, maxDocs=44421)
               0.0625 = fieldNorm(doc=987)
       0.2 = coord(5/25)