Document (#27741)

Author

Herrera-Viedma, E.
Cordón, O.
Herrera, J.C.
Luqe, M.

Title

¬An IRS based on multi-granular lnguistic information

Source

Challenges in knowledge representation and organization for the 21st century: Integration of knowledge across boundaries. Proceedings of the 7th ISKO International Conference Granada, Spain, July 10-13, 2002. Ed.: M. López-Huertas

Imprint

Würzburg : Ergon Verlag

Year

2003

Pages

S.372-378

Series

Advances in knowledge organization; vol.8

Abstract

An information retrieval system (IRS) based on fuzzy multi-granular linguistic information is proposed. The system has an evaluation method to process multi-granular linguistic information, in such a way that the inputs to the IRS are represented in a different linguistic domain than the outputs. The system accepts Boolean queries whose terms are weighted by means of the ordinal linguistic values represented by the linguistic variable "Importance" assessed an a label set S. The system evaluates the weighted queries according to a threshold semantic and obtains the linguistic retrieval status values (RSV) of documents represented by a linguistic variable "Relevance" expressed in a different label set S'. The advantage of this linguistic IRS with respect to others is that the use of the multi-granular linguistic information facilitates and improves the IRS-user interaction

Theme

Computerlinguistik
Retrievalalgorithmen

Similar documents (author)

1. Viedma, E. Herrera -> Herrera-Viedma, E.: 6.39

   6.3921576 = sum of:
     6.3921576 = sum of:
       2.315261 = weight(author_txt:viedma in 2743) [ClassicSimilarity], result of:
         2.315261 = score(doc=2743,freq=2.0), product of:
           0.47806916 = queryWeight, product of:
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.052351337 = queryNorm
           4.8429413 = fieldWeight in 2743, product of:
             1.4142135 = tf(freq=2.0), with freq of:
               2.0 = termFreq=2.0
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.375 = fieldNorm(doc=2743)
       4.0768967 = weight(author_txt:herrera in 2743) [ClassicSimilarity], result of:
         4.0768967 = score(doc=2743,freq=2.0), product of:
           0.87832224 = queryWeight, product of:
             1.9168873 = boost
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.052351337 = queryNorm
           4.6416864 = fieldWeight in 2743, product of:
             1.4142135 = tf(freq=2.0), with freq of:
               2.0 = termFreq=2.0
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.375 = fieldNorm(doc=2743)
   

2. Herrera-Viedma, E.: Modeling the retrieval process for an information retrieval system using an ordinal fuzzy linguistic approach (2001) 6.03

   6.0265837 = sum of:
     6.0265837 = sum of:
       2.182849 = weight(author_txt:viedma in 5752) [ClassicSimilarity], result of:
         2.182849 = score(doc=5752,freq=1.0), product of:
           0.47806916 = queryWeight, product of:
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.052351337 = queryNorm
           4.565969 = fieldWeight in 5752, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.5 = fieldNorm(doc=5752)
       3.843735 = weight(author_txt:herrera in 5752) [ClassicSimilarity], result of:
         3.843735 = score(doc=5752,freq=1.0), product of:
           0.87832224 = queryWeight, product of:
             1.9168873 = boost
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.052351337 = queryNorm
           4.376224 = fieldWeight in 5752, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.5 = fieldNorm(doc=5752)
   

3. Peis, E.; Herrera-Viedma, E.; Herrera, J.C.: On the evaluation of XML documents using Fuzzy linguistic techniques (2003) 5.71

   5.714033 = sum of:
     5.714033 = sum of:
       1.6371367 = weight(author_txt:viedma in 2778) [ClassicSimilarity], result of:
         1.6371367 = score(doc=2778,freq=1.0), product of:
           0.47806916 = queryWeight, product of:
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.052351337 = queryNorm
           3.4244766 = fieldWeight in 2778, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.375 = fieldNorm(doc=2778)
       4.0768967 = weight(author_txt:herrera in 2778) [ClassicSimilarity], result of:
         4.0768967 = score(doc=2778,freq=2.0), product of:
           0.87832224 = queryWeight, product of:
             1.9168873 = boost
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.052351337 = queryNorm
           4.6416864 = fieldWeight in 2778, product of:
             1.4142135 = tf(freq=2.0), with freq of:
               2.0 = termFreq=2.0
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.375 = fieldNorm(doc=2778)
   

4. López-Herrera, A.G.; Herrera-Viedma, E.; Herrera, F.: ¬A study of the use of multi-objective evolutionary algorithms to learn Boolean queries : a comparative study (2009) 5.53

   5.5252457 = sum of:
     5.5252457 = sum of:
       1.3642806 = weight(author_txt:viedma in 1751) [ClassicSimilarity], result of:
         1.3642806 = score(doc=1751,freq=1.0), product of:
           0.47806916 = queryWeight, product of:
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.052351337 = queryNorm
           2.8537307 = fieldWeight in 1751, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.3125 = fieldNorm(doc=1751)
       4.160965 = weight(author_txt:herrera in 1751) [ClassicSimilarity], result of:
         4.160965 = score(doc=1751,freq=3.0), product of:
           0.87832224 = queryWeight, product of:
             1.9168873 = boost
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.052351337 = queryNorm
           4.7374015 = fieldWeight in 1751, product of:
             1.7320508 = tf(freq=3.0), with freq of:
               3.0 = termFreq=3.0
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.3125 = fieldNorm(doc=1751)
   

5. Cobo, M.J.; López-Herrera, A.G.; Herrera-Viedma, E.; Herrera, F.: Science mapping software tools : review, analysis, and cooperative study among tools (2011) 5.53

   5.5252457 = sum of:
     5.5252457 = sum of:
       1.3642806 = weight(author_txt:viedma in 4486) [ClassicSimilarity], result of:
         1.3642806 = score(doc=4486,freq=1.0), product of:
           0.47806916 = queryWeight, product of:
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.052351337 = queryNorm
           2.8537307 = fieldWeight in 4486, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             9.131938 = idf(docFreq=12, maxDocs=44218)
             0.3125 = fieldNorm(doc=4486)
       4.160965 = weight(author_txt:herrera in 4486) [ClassicSimilarity], result of:
         4.160965 = score(doc=4486,freq=3.0), product of:
           0.87832224 = queryWeight, product of:
             1.9168873 = boost
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.052351337 = queryNorm
           4.7374015 = fieldWeight in 4486, product of:
             1.7320508 = tf(freq=3.0), with freq of:
               3.0 = termFreq=3.0
             8.752448 = idf(docFreq=18, maxDocs=44218)
             0.3125 = fieldNorm(doc=4486)
   

Similar documents (content)

1. Herrera-Viedma, E.: Modeling the retrieval process for an information retrieval system using an ordinal fuzzy linguistic approach (2001) 0.47

   0.47021165 = sum of:
     0.47021165 = product of:
       0.97960764 = sum of:
         0.0551251 = weight(abstract_txt:fuzzy in 5752) [ClassicSimilarity], result of:
           0.0551251 = score(doc=5752,freq=3.0), product of:
             0.08502298 = queryWeight, product of:
               1.0735589 = boost
               6.8448567 = idf(docFreq=127, maxDocs=44218)
               0.011570338 = queryNorm
             0.6483553 = fieldWeight in 5752, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.8448567 = idf(docFreq=127, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.008329948 = weight(abstract_txt:retrieval in 5752) [ClassicSimilarity], result of:
           0.008329948 = score(doc=5752,freq=1.0), product of:
             0.043831065 = queryWeight, product of:
               1.0900935 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.011570338 = queryNorm
             0.19004668 = fieldWeight in 5752, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.009775207 = weight(abstract_txt:different in 5752) [ClassicSimilarity], result of:
           0.009775207 = score(doc=5752,freq=1.0), product of:
             0.04876458 = queryWeight, product of:
               1.1498071 = boost
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.011570338 = queryNorm
             0.20045713 = fieldWeight in 5752, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.10711376 = weight(abstract_txt:threshold in 5752) [ClassicSimilarity], result of:
           0.10711376 = score(doc=5752,freq=4.0), product of:
             0.12028755 = queryWeight, product of:
               1.276933 = boost
               8.14154 = idf(docFreq=34, maxDocs=44218)
               0.011570338 = queryNorm
             0.8904809 = fieldWeight in 5752, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               8.14154 = idf(docFreq=34, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.12217391 = weight(abstract_txt:ordinal in 5752) [ClassicSimilarity], result of:
           0.12217391 = score(doc=5752,freq=3.0), product of:
             0.14452924 = queryWeight, product of:
               1.3997021 = boost
               8.924298 = idf(docFreq=15, maxDocs=44218)
               0.011570338 = queryNorm
             0.84532315 = fieldWeight in 5752, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               8.924298 = idf(docFreq=15, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.07375104 = weight(abstract_txt:accepts in 5752) [ClassicSimilarity], result of:
           0.07375104 = score(doc=5752,freq=1.0), product of:
             0.14888671 = queryWeight, product of:
               1.4206455 = boost
               9.05783 = idf(docFreq=13, maxDocs=44218)
               0.011570338 = queryNorm
             0.49535006 = fieldWeight in 5752, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.05783 = idf(docFreq=13, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.045780256 = weight(abstract_txt:queries in 5752) [ClassicSimilarity], result of:
           0.045780256 = score(doc=5752,freq=3.0), product of:
             0.09464526 = queryWeight, product of:
               1.6018512 = boost
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.011570338 = queryNorm
             0.4837036 = fieldWeight in 5752, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.06735473 = weight(abstract_txt:values in 5752) [ClassicSimilarity], result of:
           0.06735473 = score(doc=5752,freq=3.0), product of:
             0.12243121 = queryWeight, product of:
               1.821876 = boost
               5.808009 = idf(docFreq=360, maxDocs=44218)
               0.011570338 = queryNorm
             0.5501435 = fieldWeight in 5752, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.808009 = idf(docFreq=360, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.007040787 = weight(abstract_txt:information in 5752) [ClassicSimilarity], result of:
           0.007040787 = score(doc=5752,freq=1.0), product of:
             0.053179953 = queryWeight, product of:
               1.8985267 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.011570338 = queryNorm
             0.1323955 = fieldWeight in 5752, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.021530421 = weight(abstract_txt:system in 5752) [ClassicSimilarity], result of:
           0.021530421 = score(doc=5752,freq=2.0), product of:
             0.082550965 = queryWeight, product of:
               2.1156743 = boost
               3.3723085 = idf(docFreq=4123, maxDocs=44218)
               0.011570338 = queryNorm
             0.26081368 = fieldWeight in 5752, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.3723085 = idf(docFreq=4123, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.066939466 = weight(abstract_txt:weighted in 5752) [ClassicSimilarity], result of:
           0.066939466 = score(doc=5752,freq=1.0), product of:
             0.17584984 = queryWeight, product of:
               2.1834524 = boost
               6.9606886 = idf(docFreq=113, maxDocs=44218)
               0.011570338 = queryNorm
             0.38066265 = fieldWeight in 5752, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.9606886 = idf(docFreq=113, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
         0.39469296 = weight(abstract_txt:linguistic in 5752) [ClassicSimilarity], result of:
           0.39469296 = score(doc=5752,freq=5.0), product of:
             0.5541248 = queryWeight, product of:
               8.2221 = boost
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.011570338 = queryNorm
             0.71228176 = fieldWeight in 5752, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.0546875 = fieldNorm(doc=5752)
       0.48 = coord(12/25)
   

2. Herrera-Viedma, E.; Pasi, G.; Lopez-Herrera, A.G.; Porcel; C.: Evaluating the information quality of Web sites : a methodology based on fuzzy computing with words (2006) 0.19

   0.19088297 = sum of:
     0.19088297 = product of:
       0.7953457 = sum of:
         0.016433423 = weight(abstract_txt:based in 5286) [ClassicSimilarity], result of:
           0.016433423 = score(doc=5286,freq=5.0), product of:
             0.036885403 = queryWeight, product of:
               3.1879277 = idf(docFreq=4958, maxDocs=44218)
               0.011570338 = queryNorm
             0.44552645 = fieldWeight in 5286, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               3.1879277 = idf(docFreq=4958, maxDocs=44218)
               0.0625 = fieldNorm(doc=5286)
         0.03637313 = weight(abstract_txt:fuzzy in 5286) [ClassicSimilarity], result of:
           0.03637313 = score(doc=5286,freq=1.0), product of:
             0.08502298 = queryWeight, product of:
               1.0735589 = boost
               6.8448567 = idf(docFreq=127, maxDocs=44218)
               0.011570338 = queryNorm
             0.42780355 = fieldWeight in 5286, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.8448567 = idf(docFreq=127, maxDocs=44218)
               0.0625 = fieldNorm(doc=5286)
         0.011171666 = weight(abstract_txt:different in 5286) [ClassicSimilarity], result of:
           0.011171666 = score(doc=5286,freq=1.0), product of:
             0.04876458 = queryWeight, product of:
               1.1498071 = boost
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.011570338 = queryNorm
             0.22909386 = fieldWeight in 5286, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.0625 = fieldNorm(doc=5286)
         0.017992774 = weight(abstract_txt:information in 5286) [ClassicSimilarity], result of:
           0.017992774 = score(doc=5286,freq=5.0), product of:
             0.053179953 = queryWeight, product of:
               1.8985267 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.011570338 = queryNorm
             0.33833754 = fieldWeight in 5286, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.0625 = fieldNorm(doc=5286)
         0.108190514 = weight(abstract_txt:weighted in 5286) [ClassicSimilarity], result of:
           0.108190514 = score(doc=5286,freq=2.0), product of:
             0.17584984 = queryWeight, product of:
               2.1834524 = boost
               6.9606886 = idf(docFreq=113, maxDocs=44218)
               0.011570338 = queryNorm
             0.61524373 = fieldWeight in 5286, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.9606886 = idf(docFreq=113, maxDocs=44218)
               0.0625 = fieldNorm(doc=5286)
         0.6051842 = weight(abstract_txt:linguistic in 5286) [ClassicSimilarity], result of:
           0.6051842 = score(doc=5286,freq=9.0), product of:
             0.5541248 = queryWeight, product of:
               8.2221 = boost
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.011570338 = queryNorm
             1.0921443 = fieldWeight in 5286, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.0625 = fieldNorm(doc=5286)
       0.24 = coord(6/25)
   

3. Bordogna, G.; Pasi, G.: ¬A fuzzy linguistic approach generalizing Boolean information retrieval : a model and its evaluation (1993) 0.17

   0.16786872 = sum of:
     0.16786872 = product of:
       0.83934355 = sum of:
         0.07274626 = weight(abstract_txt:fuzzy in 2569) [ClassicSimilarity], result of:
           0.07274626 = score(doc=2569,freq=1.0), product of:
             0.08502298 = queryWeight, product of:
               1.0735589 = boost
               6.8448567 = idf(docFreq=127, maxDocs=44218)
               0.011570338 = queryNorm
             0.8556071 = fieldWeight in 2569, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.8448567 = idf(docFreq=127, maxDocs=44218)
               0.125 = fieldNorm(doc=2569)
         0.026926458 = weight(abstract_txt:retrieval in 2569) [ClassicSimilarity], result of:
           0.026926458 = score(doc=2569,freq=2.0), product of:
             0.043831065 = queryWeight, product of:
               1.0900935 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.011570338 = queryNorm
             0.6143236 = fieldWeight in 2569, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.125 = fieldNorm(doc=2569)
         0.016093226 = weight(abstract_txt:information in 2569) [ClassicSimilarity], result of:
           0.016093226 = score(doc=2569,freq=1.0), product of:
             0.053179953 = queryWeight, product of:
               1.8985267 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.011570338 = queryNorm
             0.3026183 = fieldWeight in 2569, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.125 = fieldNorm(doc=2569)
         0.1530045 = weight(abstract_txt:weighted in 2569) [ClassicSimilarity], result of:
           0.1530045 = score(doc=2569,freq=1.0), product of:
             0.17584984 = queryWeight, product of:
               2.1834524 = boost
               6.9606886 = idf(docFreq=113, maxDocs=44218)
               0.011570338 = queryNorm
             0.8700861 = fieldWeight in 2569, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.9606886 = idf(docFreq=113, maxDocs=44218)
               0.125 = fieldNorm(doc=2569)
         0.5705731 = weight(abstract_txt:linguistic in 2569) [ClassicSimilarity], result of:
           0.5705731 = score(doc=2569,freq=2.0), product of:
             0.5541248 = queryWeight, product of:
               8.2221 = boost
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.011570338 = queryNorm
             1.0296835 = fieldWeight in 2569, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.125 = fieldNorm(doc=2569)
       0.2 = coord(5/25)
   

4. Galvez, C.; Moya-Anegón, F. de; Solana, V.H.: Term conflation methods in information retrieval : non-linguistic and linguistic approaches (2005) 0.14

   0.13598512 = sum of:
     0.13598512 = product of:
       0.67992556 = sum of:
         0.011899926 = weight(abstract_txt:retrieval in 4394) [ClassicSimilarity], result of:
           0.011899926 = score(doc=4394,freq=1.0), product of:
             0.043831065 = queryWeight, product of:
               1.0900935 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.011570338 = queryNorm
             0.27149525 = fieldWeight in 4394, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.078125 = fieldNorm(doc=4394)
         0.013964582 = weight(abstract_txt:different in 4394) [ClassicSimilarity], result of:
           0.013964582 = score(doc=4394,freq=1.0), product of:
             0.04876458 = queryWeight, product of:
               1.1498071 = boost
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.011570338 = queryNorm
             0.28636733 = fieldWeight in 4394, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.078125 = fieldNorm(doc=4394)
         0.010058266 = weight(abstract_txt:information in 4394) [ClassicSimilarity], result of:
           0.010058266 = score(doc=4394,freq=1.0), product of:
             0.053179953 = queryWeight, product of:
               1.8985267 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.011570338 = queryNorm
             0.18913643 = fieldWeight in 4394, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.078125 = fieldNorm(doc=4394)
         0.080155745 = weight(abstract_txt:represented in 4394) [ClassicSimilarity], result of:
           0.080155745 = score(doc=4394,freq=1.0), product of:
             0.17895317 = queryWeight, product of:
               2.6976655 = boost
               5.733308 = idf(docFreq=388, maxDocs=44218)
               0.011570338 = queryNorm
             0.44791466 = fieldWeight in 4394, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.733308 = idf(docFreq=388, maxDocs=44218)
               0.078125 = fieldNorm(doc=4394)
         0.56384706 = weight(abstract_txt:linguistic in 4394) [ClassicSimilarity], result of:
           0.56384706 = score(doc=4394,freq=5.0), product of:
             0.5541248 = queryWeight, product of:
               8.2221 = boost
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.011570338 = queryNorm
             1.0175453 = fieldWeight in 4394, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.078125 = fieldNorm(doc=4394)
       0.2 = coord(5/25)
   

5. Peis, E.; Herrera-Viedma, E.; Herrera, J.C.: On the evaluation of XML documents using Fuzzy linguistic techniques (2003) 0.12

   0.12370318 = sum of:
     0.12370318 = product of:
       0.6185159 = sum of:
         0.011023875 = weight(abstract_txt:based in 2778) [ClassicSimilarity], result of:
           0.011023875 = score(doc=2778,freq=1.0), product of:
             0.036885403 = queryWeight, product of:
               3.1879277 = idf(docFreq=4958, maxDocs=44218)
               0.011570338 = queryNorm
             0.29886824 = fieldWeight in 2778, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.1879277 = idf(docFreq=4958, maxDocs=44218)
               0.09375 = fieldNorm(doc=2778)
         0.0545597 = weight(abstract_txt:fuzzy in 2778) [ClassicSimilarity], result of:
           0.0545597 = score(doc=2778,freq=1.0), product of:
             0.08502298 = queryWeight, product of:
               1.0735589 = boost
               6.8448567 = idf(docFreq=127, maxDocs=44218)
               0.011570338 = queryNorm
             0.64170533 = fieldWeight in 2778, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.8448567 = idf(docFreq=127, maxDocs=44218)
               0.09375 = fieldNorm(doc=2778)
         0.0167575 = weight(abstract_txt:different in 2778) [ClassicSimilarity], result of:
           0.0167575 = score(doc=2778,freq=1.0), product of:
             0.04876458 = queryWeight, product of:
               1.1498071 = boost
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.011570338 = queryNorm
             0.3436408 = fieldWeight in 2778, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.09375 = fieldNorm(doc=2778)
         0.01206992 = weight(abstract_txt:information in 2778) [ClassicSimilarity], result of:
           0.01206992 = score(doc=2778,freq=1.0), product of:
             0.053179953 = queryWeight, product of:
               1.8985267 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.011570338 = queryNorm
             0.22696373 = fieldWeight in 2778, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.09375 = fieldNorm(doc=2778)
         0.5241049 = weight(abstract_txt:linguistic in 2778) [ClassicSimilarity], result of:
           0.5241049 = score(doc=2778,freq=3.0), product of:
             0.5541248 = queryWeight, product of:
               8.2221 = boost
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.011570338 = queryNorm
             0.9458247 = fieldWeight in 2778, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.8247695 = idf(docFreq=354, maxDocs=44218)
               0.09375 = fieldNorm(doc=2778)
       0.2 = coord(5/25)