Document (#30931)

Author
Richard, B.
Tchounikine, P.
Title
Enhancing the adaptivity of an existing Website with an epiphyte recommender system
Source
New review of hypermedia and multimedia. 10(2004) no.1, S.31-52
Year
2004
Abstract
In this paper we propose an approach to enhance the adaptivity of an existing Website by plugging on top of it ("epiphyte approach") a recommender system that displays additional tips and functionalities in a separate window. The recommender system analyzes the way the user browses through the Website according to predefined prototypical ways of using the Website ("models of use") and then proposes information or functionalities that appear useful according to this model of use. Different models of use can be identified, each of them corresponding to a "logical extension" of the original Website. Associating an existing Website with such logical extensions therefore allows enhancing its adaptivity whilst (i) not modifying the original Website and (ii) facilitating the evolution of the adaptive features as this only requires modifying the recommender system. This approach can be used as an alternative and/or in association with other approaches related in the literature.
Theme
Internet

Similar documents (author)

  1. Richard, S.: Driver education for the superhighway : C.A.L. for end users (1995) 5.87
    5.871439 = sum of:
      5.871439 = weight(author_txt:richard in 1694) [ClassicSimilarity], result of:
        5.871439 = fieldWeight in 1694, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.394302 = idf(docFreq=9, maxDocs=44218)
          0.625 = fieldNorm(doc=1694)
    
  2. Richard, E.: Anatomy of the World Wide Web (1995) 5.87
    5.871439 = sum of:
      5.871439 = weight(author_txt:richard in 1973) [ClassicSimilarity], result of:
        5.871439 = fieldWeight in 1973, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.394302 = idf(docFreq=9, maxDocs=44218)
          0.625 = fieldNorm(doc=1973)
    
  3. Richard, B.: Bilderkrieg und Terrorismus (2005) 5.87
    5.871439 = sum of:
      5.871439 = weight(author_txt:richard in 3529) [ClassicSimilarity], result of:
        5.871439 = fieldWeight in 3529, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.394302 = idf(docFreq=9, maxDocs=44218)
          0.625 = fieldNorm(doc=3529)
    
  4. Coutts, B.E.; Richard, J.B.: Best reference sources of 1993 (1994) 4.70
    4.697151 = sum of:
      4.697151 = weight(author_txt:richard in 8024) [ClassicSimilarity], result of:
        4.697151 = fieldWeight in 8024, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.394302 = idf(docFreq=9, maxDocs=44218)
          0.5 = fieldNorm(doc=8024)
    
  5. Gray, M.; Richard, E.: Make multimedia friedly (1995) 4.70
    4.697151 = sum of:
      4.697151 = weight(author_txt:richard in 1768) [ClassicSimilarity], result of:
        4.697151 = fieldWeight in 1768, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.394302 = idf(docFreq=9, maxDocs=44218)
          0.5 = fieldNorm(doc=1768)
    

Similar documents (content)

  1. Arbelaitz, O.; Lojo, A.; Muguerza, J.; Perona, I.: Web mining for navigation problem detection and diagnosis in Discapnet : a website aimed at disabled people (2016) 0.14
    0.14342362 = sum of:
      0.14342362 = product of:
        0.5122272 = sum of:
          0.009755855 = weight(abstract_txt:with in 3051) [ClassicSimilarity], result of:
            0.009755855 = score(doc=3051,freq=3.0), product of:
              0.036052138 = queryWeight, product of:
                1.0993171 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.013119412 = queryNorm
              0.27060407 = fieldWeight in 3051, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0625 = fieldNorm(doc=3051)
          0.024039662 = weight(abstract_txt:models in 3051) [ClassicSimilarity], result of:
            0.024039662 = score(doc=3051,freq=1.0), product of:
              0.082867265 = queryWeight, product of:
                1.3608283 = boost
                4.6415744 = idf(docFreq=1158, maxDocs=44218)
                0.013119412 = queryNorm
              0.2900984 = fieldWeight in 3051, 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=3051)
          0.0095534185 = weight(abstract_txt:this in 3051) [ClassicSimilarity], result of:
            0.0095534185 = score(doc=3051,freq=2.0), product of:
              0.044792295 = queryWeight, product of:
                1.4149089 = boost
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.013119412 = queryNorm
              0.21328263 = fieldWeight in 3051, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.0625 = fieldNorm(doc=3051)
          0.07364055 = weight(abstract_txt:enhancing in 3051) [ClassicSimilarity], result of:
            0.07364055 = score(doc=3051,freq=1.0), product of:
              0.17478687 = queryWeight, product of:
                1.9763608 = boost
                6.7410603 = idf(docFreq=141, maxDocs=44218)
                0.013119412 = queryNorm
              0.42131627 = fieldWeight in 3051, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.7410603 = idf(docFreq=141, maxDocs=44218)
                0.0625 = fieldNorm(doc=3051)
          0.041231513 = weight(abstract_txt:system in 3051) [ClassicSimilarity], result of:
            0.041231513 = score(doc=3051,freq=5.0), product of:
              0.08748568 = queryWeight, product of:
                1.9774035 = boost
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.013119412 = queryNorm
              0.47129443 = fieldWeight in 3051, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.0625 = fieldNorm(doc=3051)
          0.036282204 = weight(abstract_txt:existing in 3051) [ClassicSimilarity], result of:
            0.036282204 = score(doc=3051,freq=1.0), product of:
              0.12481218 = queryWeight, product of:
                2.0454361 = boost
                4.6511106 = idf(docFreq=1147, maxDocs=44218)
                0.013119412 = queryNorm
              0.29069442 = fieldWeight in 3051, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6511106 = idf(docFreq=1147, maxDocs=44218)
                0.0625 = fieldNorm(doc=3051)
          0.31772402 = weight(abstract_txt:website in 3051) [ClassicSimilarity], result of:
            0.31772402 = score(doc=3051,freq=2.0), product of:
              0.55822617 = queryWeight, product of:
                6.6077094 = boost
                6.439392 = idf(docFreq=191, maxDocs=44218)
                0.013119412 = queryNorm
              0.5691672 = fieldWeight in 3051, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.439392 = idf(docFreq=191, maxDocs=44218)
                0.0625 = fieldNorm(doc=3051)
        0.28 = coord(7/25)
    
  2. Serrano Cobos, J.; Quintero Orta, A.: Design, development and management of an information recovery system for an Internet Website : from documentary theory to practice (2003) 0.13
    0.1262493 = sum of:
      0.1262493 = product of:
        0.78905815 = sum of:
          0.010132931 = weight(abstract_txt:this in 2726) [ClassicSimilarity], result of:
            0.010132931 = score(doc=2726,freq=1.0), product of:
              0.044792295 = queryWeight, product of:
                1.4149089 = boost
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.013119412 = queryNorm
              0.2262204 = fieldWeight in 2726, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.09375 = fieldNorm(doc=2726)
          0.02765894 = weight(abstract_txt:system in 2726) [ClassicSimilarity], result of:
            0.02765894 = score(doc=2726,freq=1.0), product of:
              0.08748568 = queryWeight, product of:
                1.9774035 = boost
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.013119412 = queryNorm
              0.3161539 = fieldWeight in 2726, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.09375 = fieldNorm(doc=2726)
          0.16756997 = weight(abstract_txt:functionalities in 2726) [ClassicSimilarity], result of:
            0.16756997 = score(doc=2726,freq=1.0), product of:
              0.23076364 = queryWeight, product of:
                2.270887 = boost
                7.7456436 = idf(docFreq=51, maxDocs=44218)
                0.013119412 = queryNorm
              0.7261541 = fieldWeight in 2726, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.7456436 = idf(docFreq=51, maxDocs=44218)
                0.09375 = fieldNorm(doc=2726)
          0.5836963 = weight(abstract_txt:website in 2726) [ClassicSimilarity], result of:
            0.5836963 = score(doc=2726,freq=3.0), product of:
              0.55822617 = queryWeight, product of:
                6.6077094 = boost
                6.439392 = idf(docFreq=191, maxDocs=44218)
                0.013119412 = queryNorm
              1.0456269 = fieldWeight in 2726, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.439392 = idf(docFreq=191, maxDocs=44218)
                0.09375 = fieldNorm(doc=2726)
        0.16 = coord(4/25)
    
  3. Shapira, B.; Zabar, B.: Personalized search : integrating collaboration and social networks (2011) 0.12
    0.122672796 = sum of:
      0.122672796 = product of:
        0.51113665 = sum of:
          0.0079656225 = weight(abstract_txt:with in 4140) [ClassicSimilarity], result of:
            0.0079656225 = score(doc=4140,freq=2.0), product of:
              0.036052138 = queryWeight, product of:
                1.0993171 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.013119412 = queryNorm
              0.22094731 = fieldWeight in 4140, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0625 = fieldNorm(doc=4140)
          0.0095534185 = weight(abstract_txt:this in 4140) [ClassicSimilarity], result of:
            0.0095534185 = score(doc=4140,freq=2.0), product of:
              0.044792295 = queryWeight, product of:
                1.4149089 = boost
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.013119412 = queryNorm
              0.21328263 = fieldWeight in 4140, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.0625 = fieldNorm(doc=4140)
          0.01894494 = weight(abstract_txt:approach in 4140) [ClassicSimilarity], result of:
            0.01894494 = score(doc=4140,freq=1.0), product of:
              0.08093257 = queryWeight, product of:
                1.6470968 = boost
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.013119412 = queryNorm
              0.234083 = fieldWeight in 4140, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.0625 = fieldNorm(doc=4140)
          0.07364055 = weight(abstract_txt:enhancing in 4140) [ClassicSimilarity], result of:
            0.07364055 = score(doc=4140,freq=1.0), product of:
              0.17478687 = queryWeight, product of:
                1.9763608 = boost
                6.7410603 = idf(docFreq=141, maxDocs=44218)
                0.013119412 = queryNorm
              0.42131627 = fieldWeight in 4140, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.7410603 = idf(docFreq=141, maxDocs=44218)
                0.0625 = fieldNorm(doc=4140)
          0.0260771 = weight(abstract_txt:system in 4140) [ClassicSimilarity], result of:
            0.0260771 = score(doc=4140,freq=2.0), product of:
              0.08748568 = queryWeight, product of:
                1.9774035 = boost
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.013119412 = queryNorm
              0.2980728 = fieldWeight in 4140, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.0625 = fieldNorm(doc=4140)
          0.37495506 = weight(abstract_txt:recommender in 4140) [ClassicSimilarity], result of:
            0.37495506 = score(doc=4140,freq=2.0), product of:
              0.51730925 = queryWeight, product of:
                4.808415 = boost
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.013119412 = queryNorm
              0.724818 = fieldWeight in 4140, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.0625 = fieldNorm(doc=4140)
        0.24 = coord(6/25)
    
  4. Greenstein-Messica, A.; Rokach, L.; Shabtai, A.: Personal-discount sensitivity prediction for mobile coupon conversion optimization (2017) 0.10
    0.102825515 = sum of:
      0.102825515 = product of:
        0.51412755 = sum of:
          0.0079656225 = weight(abstract_txt:with in 3751) [ClassicSimilarity], result of:
            0.0079656225 = score(doc=3751,freq=2.0), product of:
              0.036052138 = queryWeight, product of:
                1.0993171 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.013119412 = queryNorm
              0.22094731 = fieldWeight in 3751, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0625 = fieldNorm(doc=3751)
          0.0095534185 = weight(abstract_txt:this in 3751) [ClassicSimilarity], result of:
            0.0095534185 = score(doc=3751,freq=2.0), product of:
              0.044792295 = queryWeight, product of:
                1.4149089 = boost
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.013119412 = queryNorm
              0.21328263 = fieldWeight in 3751, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.0625 = fieldNorm(doc=3751)
          0.01894494 = weight(abstract_txt:approach in 3751) [ClassicSimilarity], result of:
            0.01894494 = score(doc=3751,freq=1.0), product of:
              0.08093257 = queryWeight, product of:
                1.6470968 = boost
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.013119412 = queryNorm
              0.234083 = fieldWeight in 3751, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.0625 = fieldNorm(doc=3751)
          0.018439293 = weight(abstract_txt:system in 3751) [ClassicSimilarity], result of:
            0.018439293 = score(doc=3751,freq=1.0), product of:
              0.08748568 = queryWeight, product of:
                1.9774035 = boost
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.013119412 = queryNorm
              0.21076928 = fieldWeight in 3751, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.0625 = fieldNorm(doc=3751)
          0.45922425 = weight(abstract_txt:recommender in 3751) [ClassicSimilarity], result of:
            0.45922425 = score(doc=3751,freq=3.0), product of:
              0.51730925 = queryWeight, product of:
                4.808415 = boost
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.013119412 = queryNorm
              0.88771707 = fieldWeight in 3751, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.0625 = fieldNorm(doc=3751)
        0.2 = coord(5/25)
    
  5. Minkov, E.; Kahanov, K.; Kuflik, T.: Graph-based recommendation integrating rating history and domain knowledge : application to on-site guidance of museum visitors (2017) 0.10
    0.102825515 = sum of:
      0.102825515 = product of:
        0.51412755 = sum of:
          0.0079656225 = weight(abstract_txt:with in 3756) [ClassicSimilarity], result of:
            0.0079656225 = score(doc=3756,freq=2.0), product of:
              0.036052138 = queryWeight, product of:
                1.0993171 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.013119412 = queryNorm
              0.22094731 = fieldWeight in 3756, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0625 = fieldNorm(doc=3756)
          0.0095534185 = weight(abstract_txt:this in 3756) [ClassicSimilarity], result of:
            0.0095534185 = score(doc=3756,freq=2.0), product of:
              0.044792295 = queryWeight, product of:
                1.4149089 = boost
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.013119412 = queryNorm
              0.21328263 = fieldWeight in 3756, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4130175 = idf(docFreq=10762, maxDocs=44218)
                0.0625 = fieldNorm(doc=3756)
          0.01894494 = weight(abstract_txt:approach in 3756) [ClassicSimilarity], result of:
            0.01894494 = score(doc=3756,freq=1.0), product of:
              0.08093257 = queryWeight, product of:
                1.6470968 = boost
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.013119412 = queryNorm
              0.234083 = fieldWeight in 3756, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.0625 = fieldNorm(doc=3756)
          0.018439293 = weight(abstract_txt:system in 3756) [ClassicSimilarity], result of:
            0.018439293 = score(doc=3756,freq=1.0), product of:
              0.08748568 = queryWeight, product of:
                1.9774035 = boost
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.013119412 = queryNorm
              0.21076928 = fieldWeight in 3756, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.0625 = fieldNorm(doc=3756)
          0.45922425 = weight(abstract_txt:recommender in 3756) [ClassicSimilarity], result of:
            0.45922425 = score(doc=3756,freq=3.0), product of:
              0.51730925 = queryWeight, product of:
                4.808415 = boost
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.013119412 = queryNorm
              0.88771707 = fieldWeight in 3756, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.0625 = fieldNorm(doc=3756)
        0.2 = coord(5/25)