Document (#40375)

Author

Bettencourt, N.
Silva, N.
Barroso, J.

Title

Semantically enhancing recommender systems

Source

Knowledge discovery, knowledge engineering and knowledge management: 7th International Joint Conference, IC3K 2015, Lisbon, Portugal, November 12-14, 2015, Revised Selected Papers. Eds.: A. Fred et al

Imprint

Cham : Springer

Year

2016

Pages

S.443-469

Series

Communications in computer and information science; 631

Abstract

As the amount of content and the number of users in social relationships is continually growing in the Internet, resource sharing and access policy management is difficult, time-consuming and error-prone. Cross-domain recommendation of private or protected resources managed and secured by each domain's specific access rules is impracticable due to private security policies and poor sharing mechanisms. This work focus on exploiting resource's content, user's preferences, users' social networks and semantic information to cross-relate different resources through their meta information using recommendation techniques that combine collaborative-filtering techniques with semantics annotations, by generating associations between resources. The semantic similarities established between resources are used on a hybrid recommendation engine that interprets user and resources' semantic information. The recommendation engine allows the promotion and discovery of unknown-unknown resources to users that could not even know about the existence of those resources thus providing means to solve the cross-domain recommendation of private or protected resources.

Theme

Semantisches Umfeld in Indexierung u. Retrieval

Similar documents (author)

1. Silva, M.: Creating electronic environments for learning (1998) 4.69

   4.6920204 = sum of:
     4.6920204 = weight(author_txt:silva in 2785) [ClassicSimilarity], result of:
       4.6920204 = fieldWeight in 2785, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         7.5072327 = idf(docFreq=65, maxDocs=44218)
         0.625 = fieldNorm(doc=2785)
   

2. Silva, A.J.: ¬Ein Netz von Erinnerungen (2018) 4.69

   4.6920204 = sum of:
     4.6920204 = weight(author_txt:silva in 4194) [ClassicSimilarity], result of:
       4.6920204 = fieldWeight in 4194, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         7.5072327 = idf(docFreq=65, maxDocs=44218)
         0.625 = fieldNorm(doc=4194)
   

3. Silva, A.J.: ¬Das Gedächtnisnetz (2018) 4.69

   4.6920204 = sum of:
     4.6920204 = weight(author_txt:silva in 4421) [ClassicSimilarity], result of:
       4.6920204 = fieldWeight in 4421, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         7.5072327 = idf(docFreq=65, maxDocs=44218)
         0.625 = fieldNorm(doc=4421)
   

4. Silva, A.M. Da -> Da Silva, A.M.: 3.98

   3.9813113 = sum of:
     3.9813113 = weight(author_txt:silva in 2168) [ClassicSimilarity], result of:
       3.9813113 = fieldWeight in 2168, product of:
         1.4142135 = tf(freq=2.0), with freq of:
           2.0 = termFreq=2.0
         7.5072327 = idf(docFreq=65, maxDocs=44218)
         0.375 = fieldNorm(doc=2168)
   

5. Lucas da Silva, D. -> Silva, D.L da: 3.98

   3.9813113 = sum of:
     3.9813113 = weight(author_txt:silva in 885) [ClassicSimilarity], result of:
       3.9813113 = fieldWeight in 885, product of:
         1.4142135 = tf(freq=2.0), with freq of:
           2.0 = termFreq=2.0
         7.5072327 = idf(docFreq=65, maxDocs=44218)
         0.375 = fieldNorm(doc=885)
   

Similar documents (content)

1. Wenige, L.; Ruhland, J.: Similarity-based knowledge graph queries for recommendation retrieval (2019) 0.22

   0.2226622 = sum of:
     0.2226622 = product of:
       0.6958194 = sum of:
         0.0058417586 = weight(abstract_txt:information in 5864) [ClassicSimilarity], result of:
           0.0058417586 = score(doc=5864,freq=1.0), product of:
             0.0386081 = queryWeight, product of:
               1.0028028 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.01590295 = queryNorm
             0.15130915 = fieldWeight in 5864, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.0625 = fieldNorm(doc=5864)
         0.013357485 = weight(abstract_txt:access in 5864) [ClassicSimilarity], result of:
           0.013357485 = score(doc=5864,freq=1.0), product of:
             0.058537662 = queryWeight, product of:
               1.008204 = boost
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.01590295 = queryNorm
             0.22818616 = fieldWeight in 5864, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.0625 = fieldNorm(doc=5864)
         0.05485158 = weight(abstract_txt:annotations in 5864) [ClassicSimilarity], result of:
           0.05485158 = score(doc=5864,freq=1.0), product of:
             0.11914295 = queryWeight, product of:
               1.0170678 = boost
               7.3661537 = idf(docFreq=75, maxDocs=44218)
               0.01590295 = queryNorm
             0.4603846 = fieldWeight in 5864, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3661537 = idf(docFreq=75, maxDocs=44218)
               0.0625 = fieldNorm(doc=5864)
         0.07567783 = weight(abstract_txt:recommender in 5864) [ClassicSimilarity], result of:
           0.07567783 = score(doc=5864,freq=1.0), product of:
             0.14765722 = queryWeight, product of:
               1.1322519 = boost
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.01590295 = queryNorm
             0.5125237 = fieldWeight in 5864, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.0625 = fieldNorm(doc=5864)
         0.020044612 = weight(abstract_txt:content in 5864) [ClassicSimilarity], result of:
           0.020044612 = score(doc=5864,freq=1.0), product of:
             0.076727435 = queryWeight, product of:
               1.1542664 = boost
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.01590295 = queryNorm
             0.2612444 = fieldWeight in 5864, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.0625 = fieldNorm(doc=5864)
         0.026486626 = weight(abstract_txt:users in 5864) [ClassicSimilarity], result of:
           0.026486626 = score(doc=5864,freq=2.0), product of:
             0.08394414 = queryWeight, product of:
               1.478671 = boost
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.01590295 = queryNorm
             0.31552678 = fieldWeight in 5864, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.0625 = fieldNorm(doc=5864)
         0.08266508 = weight(abstract_txt:resources in 5864) [ClassicSimilarity], result of:
           0.08266508 = score(doc=5864,freq=1.0), product of:
             0.313223 = queryWeight, product of:
               4.6643114 = boost
               4.2226825 = idf(docFreq=1761, maxDocs=44218)
               0.01590295 = queryNorm
             0.26391765 = fieldWeight in 5864, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2226825 = idf(docFreq=1761, maxDocs=44218)
               0.0625 = fieldNorm(doc=5864)
         0.4168944 = weight(abstract_txt:recommendation in 5864) [ClassicSimilarity], result of:
           0.4168944 = score(doc=5864,freq=3.0), product of:
             0.54606277 = queryWeight, product of:
               4.8688006 = boost
               7.0524964 = idf(docFreq=103, maxDocs=44218)
               0.01590295 = queryNorm
             0.7634551 = fieldWeight in 5864, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               7.0524964 = idf(docFreq=103, maxDocs=44218)
               0.0625 = fieldNorm(doc=5864)
       0.32 = coord(8/25)
   

2. Wang, J.-H.; Teng, J.-W.; Lu, W.-H.; Chien, L.-F.: Exploiting the Web as the multilingual corpus for unknown query translation (2006) 0.16

   0.16137727 = sum of:
     0.16137727 = product of:
       0.57634735 = sum of:
         0.065170266 = weight(abstract_txt:exploiting in 5050) [ClassicSimilarity], result of:
           0.065170266 = score(doc=5050,freq=1.0), product of:
             0.11517774 = queryWeight, product of:
               7.24254 = idf(docFreq=85, maxDocs=44218)
               0.01590295 = queryNorm
             0.56582344 = fieldWeight in 5050, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.24254 = idf(docFreq=85, maxDocs=44218)
               0.078125 = fieldNorm(doc=5050)
         0.007302198 = weight(abstract_txt:information in 5050) [ClassicSimilarity], result of:
           0.007302198 = score(doc=5050,freq=1.0), product of:
             0.0386081 = queryWeight, product of:
               1.0028028 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.01590295 = queryNorm
             0.18913643 = fieldWeight in 5050, 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=5050)
         0.0364359 = weight(abstract_txt:domain in 5050) [ClassicSimilarity], result of:
           0.0364359 = score(doc=5050,freq=1.0), product of:
             0.0984839 = queryWeight, product of:
               1.3077157 = boost
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.01590295 = queryNorm
             0.3699681 = fieldWeight in 5050, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.078125 = fieldNorm(doc=5050)
         0.02341109 = weight(abstract_txt:users in 5050) [ClassicSimilarity], result of:
           0.02341109 = score(doc=5050,freq=1.0), product of:
             0.08394414 = queryWeight, product of:
               1.478671 = boost
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.01590295 = queryNorm
             0.2788889 = fieldWeight in 5050, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.078125 = fieldNorm(doc=5050)
         0.05793492 = weight(abstract_txt:engine in 5050) [ClassicSimilarity], result of:
           0.05793492 = score(doc=5050,freq=1.0), product of:
             0.13416499 = queryWeight, product of:
               1.5263366 = boost
               5.5272765 = idf(docFreq=477, maxDocs=44218)
               0.01590295 = queryNorm
             0.4318185 = fieldWeight in 5050, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.5272765 = idf(docFreq=477, maxDocs=44218)
               0.078125 = fieldNorm(doc=5050)
         0.25820658 = weight(abstract_txt:unknown in 5050) [ClassicSimilarity], result of:
           0.25820658 = score(doc=5050,freq=4.0), product of:
             0.22889543 = queryWeight, product of:
               1.9936516 = boost
               7.2195506 = idf(docFreq=87, maxDocs=44218)
               0.01590295 = queryNorm
             1.1280547 = fieldWeight in 5050, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               7.2195506 = idf(docFreq=87, maxDocs=44218)
               0.078125 = fieldNorm(doc=5050)
         0.12788638 = weight(abstract_txt:cross in 5050) [ClassicSimilarity], result of:
           0.12788638 = score(doc=5050,freq=2.0), product of:
             0.20665641 = queryWeight, product of:
               2.3200684 = boost
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.01590295 = queryNorm
             0.6188358 = fieldWeight in 5050, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.078125 = fieldNorm(doc=5050)
       0.28 = coord(7/25)
   

3. Fernández-Luna, J.M.; Huete, J.F.; Castells, P.: Personalization and recommendation in information access (2013) 0.16

   0.155936 = sum of:
     0.155936 = product of:
       1.2994667 = sum of:
         0.029208792 = weight(abstract_txt:information in 2712) [ClassicSimilarity], result of:
           0.029208792 = score(doc=2712,freq=1.0), product of:
             0.0386081 = queryWeight, product of:
               1.0028028 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.01590295 = queryNorm
             0.7565457 = fieldWeight in 2712, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.3125 = fieldNorm(doc=2712)
         0.06678742 = weight(abstract_txt:access in 2712) [ClassicSimilarity], result of:
           0.06678742 = score(doc=2712,freq=1.0), product of:
             0.058537662 = queryWeight, product of:
               1.008204 = boost
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.01590295 = queryNorm
             1.1409308 = fieldWeight in 2712, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.3125 = fieldNorm(doc=2712)
         1.2034705 = weight(abstract_txt:recommendation in 2712) [ClassicSimilarity], result of:
           1.2034705 = score(doc=2712,freq=1.0), product of:
             0.54606277 = queryWeight, product of:
               4.8688006 = boost
               7.0524964 = idf(docFreq=103, maxDocs=44218)
               0.01590295 = queryNorm
             2.203905 = fieldWeight in 2712, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.0524964 = idf(docFreq=103, maxDocs=44218)
               0.3125 = fieldNorm(doc=2712)
       0.12 = coord(3/25)
   

4. Grassi, M.; Morbidoni, C.; Nucci, M.; Fonda, S.; Ledda, G.: Pundit: semantically structured annotations for Web contents and digital libraries (2012) 0.15

   0.15440235 = sum of:
     0.15440235 = product of:
       0.48250732 = sum of:
         0.007302198 = weight(abstract_txt:information in 473) [ClassicSimilarity], result of:
           0.007302198 = score(doc=473,freq=1.0), product of:
             0.0386081 = queryWeight, product of:
               1.0028028 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.01590295 = queryNorm
             0.18913643 = fieldWeight in 473, 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=473)
         0.11875716 = weight(abstract_txt:annotations in 473) [ClassicSimilarity], result of:
           0.11875716 = score(doc=473,freq=3.0), product of:
             0.11914295 = queryWeight, product of:
               1.0170678 = boost
               7.3661537 = idf(docFreq=75, maxDocs=44218)
               0.01590295 = queryNorm
             0.9967619 = fieldWeight in 473, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               7.3661537 = idf(docFreq=75, maxDocs=44218)
               0.078125 = fieldNorm(doc=473)
         0.025055764 = weight(abstract_txt:content in 473) [ClassicSimilarity], result of:
           0.025055764 = score(doc=473,freq=1.0), product of:
             0.076727435 = queryWeight, product of:
               1.1542664 = boost
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.01590295 = queryNorm
             0.3265555 = fieldWeight in 473, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.078125 = fieldNorm(doc=473)
         0.03189027 = weight(abstract_txt:techniques in 473) [ClassicSimilarity], result of:
           0.03189027 = score(doc=473,freq=1.0), product of:
             0.09011236 = queryWeight, product of:
               1.2509009 = boost
               4.5298495 = idf(docFreq=1295, maxDocs=44218)
               0.01590295 = queryNorm
             0.3538945 = fieldWeight in 473, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5298495 = idf(docFreq=1295, maxDocs=44218)
               0.078125 = fieldNorm(doc=473)
         0.040549196 = weight(abstract_txt:users in 473) [ClassicSimilarity], result of:
           0.040549196 = score(doc=473,freq=3.0), product of:
             0.08394414 = queryWeight, product of:
               1.478671 = boost
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.01590295 = queryNorm
             0.48304975 = fieldWeight in 473, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.078125 = fieldNorm(doc=473)
         0.065192044 = weight(abstract_txt:semantic in 473) [ClassicSimilarity], result of:
           0.065192044 = score(doc=473,freq=2.0), product of:
             0.13187498 = queryWeight, product of:
               1.8533504 = boost
               4.4743214 = idf(docFreq=1369, maxDocs=44218)
               0.01590295 = queryNorm
             0.49434733 = fieldWeight in 473, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.4743214 = idf(docFreq=1369, maxDocs=44218)
               0.078125 = fieldNorm(doc=473)
         0.090429336 = weight(abstract_txt:cross in 473) [ClassicSimilarity], result of:
           0.090429336 = score(doc=473,freq=1.0), product of:
             0.20665641 = queryWeight, product of:
               2.3200684 = boost
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.01590295 = queryNorm
             0.43758303 = fieldWeight in 473, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.078125 = fieldNorm(doc=473)
         0.10333135 = weight(abstract_txt:resources in 473) [ClassicSimilarity], result of:
           0.10333135 = score(doc=473,freq=1.0), product of:
             0.313223 = queryWeight, product of:
               4.6643114 = boost
               4.2226825 = idf(docFreq=1761, maxDocs=44218)
               0.01590295 = queryNorm
             0.32989708 = fieldWeight in 473, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2226825 = idf(docFreq=1761, maxDocs=44218)
               0.078125 = fieldNorm(doc=473)
       0.32 = coord(8/25)
   

5. Handbook of metadata, semantics and ontologies (2014) 0.15

   0.153359 = sum of:
     0.153359 = product of:
       0.4259972 = sum of:
         0.052136213 = weight(abstract_txt:exploiting in 5134) [ClassicSimilarity], result of:
           0.052136213 = score(doc=5134,freq=1.0), product of:
             0.11517774 = queryWeight, product of:
               7.24254 = idf(docFreq=85, maxDocs=44218)
               0.01590295 = queryNorm
             0.45265874 = fieldWeight in 5134, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.24254 = idf(docFreq=85, maxDocs=44218)
               0.0625 = fieldNorm(doc=5134)
         0.008261494 = weight(abstract_txt:information in 5134) [ClassicSimilarity], result of:
           0.008261494 = score(doc=5134,freq=2.0), product of:
             0.0386081 = queryWeight, product of:
               1.0028028 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.01590295 = queryNorm
             0.21398345 = fieldWeight in 5134, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.0625 = fieldNorm(doc=5134)
         0.07757185 = weight(abstract_txt:annotations in 5134) [ClassicSimilarity], result of:
           0.07757185 = score(doc=5134,freq=2.0), product of:
             0.11914295 = queryWeight, product of:
               1.0170678 = boost
               7.3661537 = idf(docFreq=75, maxDocs=44218)
               0.01590295 = queryNorm
             0.65108216 = fieldWeight in 5134, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.3661537 = idf(docFreq=75, maxDocs=44218)
               0.0625 = fieldNorm(doc=5134)
         0.020591553 = weight(abstract_txt:social in 5134) [ClassicSimilarity], result of:
           0.020591553 = score(doc=5134,freq=1.0), product of:
             0.0781169 = queryWeight, product of:
               1.1646708 = boost
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.01590295 = queryNorm
             0.26359922 = fieldWeight in 5134, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.0625 = fieldNorm(doc=5134)
         0.029148718 = weight(abstract_txt:domain in 5134) [ClassicSimilarity], result of:
           0.029148718 = score(doc=5134,freq=1.0), product of:
             0.0984839 = queryWeight, product of:
               1.3077157 = boost
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.01590295 = queryNorm
             0.29597446 = fieldWeight in 5134, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.0625 = fieldNorm(doc=5134)
         0.04640064 = weight(abstract_txt:sharing in 5134) [ClassicSimilarity], result of:
           0.04640064 = score(doc=5134,freq=1.0), product of:
             0.13426667 = queryWeight, product of:
               1.5269148 = boost
               5.529371 = idf(docFreq=476, maxDocs=44218)
               0.01590295 = queryNorm
             0.34558567 = fieldWeight in 5134, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.529371 = idf(docFreq=476, maxDocs=44218)
               0.0625 = fieldNorm(doc=5134)
         0.03687819 = weight(abstract_txt:semantic in 5134) [ClassicSimilarity], result of:
           0.03687819 = score(doc=5134,freq=1.0), product of:
             0.13187498 = queryWeight, product of:
               1.8533504 = boost
               4.4743214 = idf(docFreq=1369, maxDocs=44218)
               0.01590295 = queryNorm
             0.2796451 = fieldWeight in 5134, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.4743214 = idf(docFreq=1369, maxDocs=44218)
               0.0625 = fieldNorm(doc=5134)
         0.07234347 = weight(abstract_txt:cross in 5134) [ClassicSimilarity], result of:
           0.07234347 = score(doc=5134,freq=1.0), product of:
             0.20665641 = queryWeight, product of:
               2.3200684 = boost
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.01590295 = queryNorm
             0.35006642 = fieldWeight in 5134, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.0625 = fieldNorm(doc=5134)
         0.08266508 = weight(abstract_txt:resources in 5134) [ClassicSimilarity], result of:
           0.08266508 = score(doc=5134,freq=1.0), product of:
             0.313223 = queryWeight, product of:
               4.6643114 = boost
               4.2226825 = idf(docFreq=1761, maxDocs=44218)
               0.01590295 = queryNorm
             0.26391765 = fieldWeight in 5134, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2226825 = idf(docFreq=1761, maxDocs=44218)
               0.0625 = fieldNorm(doc=5134)
       0.36 = coord(9/25)