Document (#32722)

Author

Sykes, J.

Title

Making solid business decisions through intelligent indexing taxonomies : a white paper prepared for Factiva, Factiva, a Dow Jones and Reuters Company

Imprint

London : Factiva

Year

2003

Pages

8 S

Abstract

In 2000, Factiva published "The Value of Indexing," a white paper emphasizing the strategic importance of accurate categorization, based on a robust taxonomy for later retrieval of documents stored in commercial or in-house content repositories. Since that time, there has been resounding agreement between persons who use Web-based systems and those who design these systems that search engines alone are not the answer for effective information retrieval. High-quality categorization is crucial if users are to be able to find the right answers in repositories of articles and documents that are expanding at phenomenal rates. Companies continue to invest in technologies that will help them organize and integrate their content. A March 2002 article in EContent suggests a typical taxonomy implementation usually costs around $100,000. The article also cites a Merrill Lynch study that predicts the market for search and categorization products, now at about $600 million, will more than double by 2005. Classification activities are not new. In the third century B.C., Callimachus of Cyrene managed the ancient Library of Alexandria. To help scholars find items in the collection, he created an index of all the scrolls organized according to a subject taxonomy. Factiva's parent companies, Dow Jones and Reuters, each have more than 20 years of experience with developing taxonomies and painstaking manual categorization processes and also have a solid history with automated categorization techniques. This experience and expertise put Factiva at the leading edge of developing and applying categorization technology today. This paper will update readers about enhancements made to the Factiva Intelligent IndexingT taxonomy. It examines the value these enhancements bring to Factiva's news and business information service, and the value brought to clients who license the Factiva taxonomy as a fundamental component of their own Enterprise Knowledge Architecture. There is a behind-the-scenes-look at how Factiva classifies a huge stream of incoming articles published in a variety of formats and languages. The paper concludes with an overview of new Factiva services and solutions that are designed specifically to help clients improve productivity and make solid business decisions by precisely finding information in their own everexpanding content repositories.

Content

Vgl. unter: http://factiva.com/collateral/files/whitepaper_valueofindexing_092003.pdf.

Object

Factiva

Similar documents (content)

1. Sykes, J.: ¬The value of indexing : a white paper prepared for Factiva, Factiva, a Dow Jones and Reuters Company (2001) 1.87

   1.8746469 = sum of:
     1.8746469 = product of:
       2.9291358 = sum of:
         0.020385368 = weight(abstract_txt:find in 720) [ClassicSimilarity], result of:
           0.020385368 = score(doc=720,freq=3.0), product of:
             0.051368747 = queryWeight, product of:
               4.887848 = idf(docFreq=905, maxDocs=44218)
               0.010509482 = queryNorm
             0.3968438 = fieldWeight in 720, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.887848 = idf(docFreq=905, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.013732996 = weight(abstract_txt:developing in 720) [ClassicSimilarity], result of:
           0.013732996 = score(doc=720,freq=1.0), product of:
             0.05693385 = queryWeight, product of:
               1.0527755 = boost
               5.145807 = idf(docFreq=699, maxDocs=44218)
               0.010509482 = queryNorm
             0.24120969 = fieldWeight in 720, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.145807 = idf(docFreq=699, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.01963417 = weight(abstract_txt:decisions in 720) [ClassicSimilarity], result of:
           0.01963417 = score(doc=720,freq=1.0), product of:
             0.072255135 = queryWeight, product of:
               1.1860005 = boost
               5.79699 = idf(docFreq=364, maxDocs=44218)
               0.010509482 = queryNorm
             0.2717339 = fieldWeight in 720, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.79699 = idf(docFreq=364, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.024659047 = weight(abstract_txt:intelligent in 720) [ClassicSimilarity], result of:
           0.024659047 = score(doc=720,freq=1.0), product of:
             0.084109396 = queryWeight, product of:
               1.2795957 = boost
               6.2544694 = idf(docFreq=230, maxDocs=44218)
               0.010509482 = queryNorm
             0.29317826 = fieldWeight in 720, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.2544694 = idf(docFreq=230, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.011040709 = weight(abstract_txt:content in 720) [ClassicSimilarity], result of:
           0.011040709 = score(doc=720,freq=1.0), product of:
             0.05634933 = queryWeight, product of:
               1.2827455 = boost
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.010509482 = queryNorm
             0.19593328 = fieldWeight in 720, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.021888483 = weight(abstract_txt:value in 720) [ClassicSimilarity], result of:
           0.021888483 = score(doc=720,freq=3.0), product of:
             0.06165867 = queryWeight, product of:
               1.3418168 = boost
               4.3723974 = idf(docFreq=1516, maxDocs=44218)
               0.010509482 = queryNorm
             0.35499442 = fieldWeight in 720, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.3723974 = idf(docFreq=1516, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.008403066 = weight(abstract_txt:paper in 720) [ClassicSimilarity], result of:
           0.008403066 = score(doc=720,freq=1.0), product of:
             0.051700592 = queryWeight, product of:
               1.4187741 = boost
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.010509482 = queryNorm
             0.16253325 = fieldWeight in 720, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.033736665 = weight(abstract_txt:taxonomies in 720) [ClassicSimilarity], result of:
           0.033736665 = score(doc=720,freq=1.0), product of:
             0.10365616 = queryWeight, product of:
               1.4205223 = boost
               6.943297 = idf(docFreq=115, maxDocs=44218)
               0.010509482 = queryNorm
             0.32546705 = fieldWeight in 720, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.943297 = idf(docFreq=115, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.0069669588 = weight(abstract_txt:that in 720) [ClassicSimilarity], result of:
           0.0069669588 = score(doc=720,freq=3.0), product of:
             0.03621506 = queryWeight, product of:
               1.4543058 = boost
               2.3694751 = idf(docFreq=11241, maxDocs=44218)
               0.010509482 = queryNorm
             0.19237739 = fieldWeight in 720, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               2.3694751 = idf(docFreq=11241, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.016870819 = weight(abstract_txt:help in 720) [ClassicSimilarity], result of:
           0.016870819 = score(doc=720,freq=1.0), product of:
             0.07475637 = queryWeight, product of:
               1.4774754 = boost
               4.81445 = idf(docFreq=974, maxDocs=44218)
               0.010509482 = queryNorm
             0.22567734 = fieldWeight in 720, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.81445 = idf(docFreq=974, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.061825123 = weight(abstract_txt:reuters in 720) [ClassicSimilarity], result of:
           0.061825123 = score(doc=720,freq=2.0), product of:
             0.123204626 = queryWeight, product of:
               1.5486883 = boost
               7.5697527 = idf(docFreq=61, maxDocs=44218)
               0.010509482 = queryNorm
             0.50180846 = fieldWeight in 720, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.5697527 = idf(docFreq=61, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.047921985 = weight(abstract_txt:white in 720) [ClassicSimilarity], result of:
           0.047921985 = score(doc=720,freq=1.0), product of:
             0.13098359 = queryWeight, product of:
               1.596831 = boost
               7.805067 = idf(docFreq=48, maxDocs=44218)
               0.010509482 = queryNorm
             0.36586252 = fieldWeight in 720, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.805067 = idf(docFreq=48, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.068863265 = weight(abstract_txt:jones in 720) [ClassicSimilarity], result of:
           0.068863265 = score(doc=720,freq=2.0), product of:
             0.13238601 = queryWeight, product of:
               1.6053568 = boost
               7.84674 = idf(docFreq=46, maxDocs=44218)
               0.010509482 = queryNorm
             0.5201703 = fieldWeight in 720, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.84674 = idf(docFreq=46, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.03946823 = weight(abstract_txt:business in 720) [ClassicSimilarity], result of:
           0.03946823 = score(doc=720,freq=3.0), product of:
             0.09134444 = queryWeight, product of:
               1.6331918 = boost
               5.321862 = idf(docFreq=586, maxDocs=44218)
               0.010509482 = queryNorm
             0.43208134 = fieldWeight in 720, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.321862 = idf(docFreq=586, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         0.0669547 = weight(abstract_txt:taxonomy in 720) [ClassicSimilarity], result of:
           0.0669547 = score(doc=720,freq=1.0), product of:
             0.2221746 = queryWeight, product of:
               3.288272 = boost
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.010509482 = queryNorm
             0.30136073 = fieldWeight in 720, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.046875 = fieldNorm(doc=720)
         2.4667842 = weight(title_txt:factiva in 720) [ClassicSimilarity], result of:
           2.4667842 = score(doc=720,freq=2.0), product of:
             0.81774884 = queryWeight, product of:
               7.9797716 = boost
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.010509482 = queryNorm
             3.0165548 = fieldWeight in 720, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.21875 = fieldNorm(doc=720)
       0.64 = coord(16/25)
   

2. Multimedia-Inhalte in Factiva : Produkten gezielt recherchierbar (2007) 0.37

   0.3719164 = sum of:
     0.3719164 = product of:
       3.0993035 = sum of:
         0.028768886 = weight(abstract_txt:intelligent in 500) [ClassicSimilarity], result of:
           0.028768886 = score(doc=500,freq=1.0), product of:
             0.084109396 = queryWeight, product of:
               1.2795957 = boost
               6.2544694 = idf(docFreq=230, maxDocs=44218)
               0.010509482 = queryNorm
             0.34204128 = fieldWeight in 500, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.2544694 = idf(docFreq=230, maxDocs=44218)
               0.0546875 = fieldNorm(doc=500)
         0.080340475 = weight(abstract_txt:jones in 500) [ClassicSimilarity], result of:
           0.080340475 = score(doc=500,freq=2.0), product of:
             0.13238601 = queryWeight, product of:
               1.6053568 = boost
               7.84674 = idf(docFreq=46, maxDocs=44218)
               0.010509482 = queryNorm
             0.6068653 = fieldWeight in 500, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.84674 = idf(docFreq=46, maxDocs=44218)
               0.0546875 = fieldNorm(doc=500)
         2.990194 = weight(title_txt:factiva in 500) [ClassicSimilarity], result of:
           2.990194 = score(doc=500,freq=1.0), product of:
             0.81774884 = queryWeight, product of:
               7.9797716 = boost
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.010509482 = queryNorm
             3.6566167 = fieldWeight in 500, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.375 = fieldNorm(doc=500)
       0.12 = coord(3/25)
   

3. Bredemeier, W.: Strategische Allianz Factiva - LexisNexis auf dem Rechtsinformationsmarkt (2004) 0.24

   0.24407674 = sum of:
     0.24407674 = product of:
       3.0509593 = sum of:
         0.060765315 = weight(abstract_txt:business in 3286) [ClassicSimilarity], result of:
           0.060765315 = score(doc=3286,freq=1.0), product of:
             0.09134444 = queryWeight, product of:
               1.6331918 = boost
               5.321862 = idf(docFreq=586, maxDocs=44218)
               0.010509482 = queryNorm
             0.6652328 = fieldWeight in 3286, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.321862 = idf(docFreq=586, maxDocs=44218)
               0.125 = fieldNorm(doc=3286)
         2.990194 = weight(title_txt:factiva in 3286) [ClassicSimilarity], result of:
           2.990194 = score(doc=3286,freq=1.0), product of:
             0.81774884 = queryWeight, product of:
               7.9797716 = boost
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.010509482 = queryNorm
             3.6566167 = fieldWeight in 3286, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.375 = fieldNorm(doc=3286)
       0.08 = coord(2/25)
   

4. Hayman, S.; Lothian, N.: Taxonomy directed folksonomies : integrating user tagging and controlled vocabularies for Australian education networks (2007) 0.13

   0.12633707 = sum of:
     0.12633707 = product of:
       0.31584266 = sum of:
         0.013731081 = weight(abstract_txt:find in 705) [ClassicSimilarity], result of:
           0.013731081 = score(doc=705,freq=1.0), product of:
             0.051368747 = queryWeight, product of:
               4.887848 = idf(docFreq=905, maxDocs=44218)
               0.010509482 = queryNorm
             0.26730418 = fieldWeight in 705, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.887848 = idf(docFreq=905, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
         0.015277793 = weight(abstract_txt:experience in 705) [ClassicSimilarity], result of:
           0.015277793 = score(doc=705,freq=1.0), product of:
             0.055157285 = queryWeight, product of:
               1.03622 = boost
               5.0648856 = idf(docFreq=758, maxDocs=44218)
               0.010509482 = queryNorm
             0.27698594 = fieldWeight in 705, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.0648856 = idf(docFreq=758, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
         0.01602183 = weight(abstract_txt:developing in 705) [ClassicSimilarity], result of:
           0.01602183 = score(doc=705,freq=1.0), product of:
             0.05693385 = queryWeight, product of:
               1.0527755 = boost
               5.145807 = idf(docFreq=699, maxDocs=44218)
               0.010509482 = queryNorm
             0.28141132 = fieldWeight in 705, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.145807 = idf(docFreq=699, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
         0.014360223 = weight(abstract_txt:will in 705) [ClassicSimilarity], result of:
           0.014360223 = score(doc=705,freq=2.0), product of:
             0.048086558 = queryWeight, product of:
               1.1849717 = boost
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.010509482 = queryNorm
             0.2986328 = fieldWeight in 705, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
         0.009803575 = weight(abstract_txt:paper in 705) [ClassicSimilarity], result of:
           0.009803575 = score(doc=705,freq=1.0), product of:
             0.051700592 = queryWeight, product of:
               1.4187741 = boost
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.010509482 = queryNorm
             0.18962212 = fieldWeight in 705, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.467376 = idf(docFreq=3749, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
         0.03935944 = weight(abstract_txt:taxonomies in 705) [ClassicSimilarity], result of:
           0.03935944 = score(doc=705,freq=1.0), product of:
             0.10365616 = queryWeight, product of:
               1.4205223 = boost
               6.943297 = idf(docFreq=115, maxDocs=44218)
               0.010509482 = queryNorm
             0.37971154 = fieldWeight in 705, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.943297 = idf(docFreq=115, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
         0.006636581 = weight(abstract_txt:that in 705) [ClassicSimilarity], result of:
           0.006636581 = score(doc=705,freq=2.0), product of:
             0.03621506 = queryWeight, product of:
               1.4543058 = boost
               2.3694751 = idf(docFreq=11241, maxDocs=44218)
               0.010509482 = queryNorm
             0.18325473 = fieldWeight in 705, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.3694751 = idf(docFreq=11241, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
         0.019682622 = weight(abstract_txt:help in 705) [ClassicSimilarity], result of:
           0.019682622 = score(doc=705,freq=1.0), product of:
             0.07475637 = queryWeight, product of:
               1.4774754 = boost
               4.81445 = idf(docFreq=974, maxDocs=44218)
               0.010509482 = queryNorm
             0.26329023 = fieldWeight in 705, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.81445 = idf(docFreq=974, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
         0.045672413 = weight(abstract_txt:repositories in 705) [ClassicSimilarity], result of:
           0.045672413 = score(doc=705,freq=1.0), product of:
             0.13102743 = queryWeight, product of:
               1.9560379 = boost
               6.373877 = idf(docFreq=204, maxDocs=44218)
               0.010509482 = queryNorm
             0.3485714 = fieldWeight in 705, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.373877 = idf(docFreq=204, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
         0.13529709 = weight(abstract_txt:taxonomy in 705) [ClassicSimilarity], result of:
           0.13529709 = score(doc=705,freq=3.0), product of:
             0.2221746 = queryWeight, product of:
               3.288272 = boost
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.010509482 = queryNorm
             0.6089674 = fieldWeight in 705, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.0546875 = fieldNorm(doc=705)
       0.4 = coord(10/25)
   

5. Hedden, H.: ¬The accidental taxonomist (2012) 0.12

   0.11996204 = sum of:
     0.11996204 = product of:
       0.42843583 = sum of:
         0.013731081 = weight(abstract_txt:find in 2915) [ClassicSimilarity], result of:
           0.013731081 = score(doc=2915,freq=1.0), product of:
             0.051368747 = queryWeight, product of:
               4.887848 = idf(docFreq=905, maxDocs=44218)
               0.010509482 = queryNorm
             0.26730418 = fieldWeight in 2915, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.887848 = idf(docFreq=905, maxDocs=44218)
               0.0546875 = fieldNorm(doc=2915)
         0.015277793 = weight(abstract_txt:experience in 2915) [ClassicSimilarity], result of:
           0.015277793 = score(doc=2915,freq=1.0), product of:
             0.055157285 = queryWeight, product of:
               1.03622 = boost
               5.0648856 = idf(docFreq=758, maxDocs=44218)
               0.010509482 = queryNorm
             0.27698594 = fieldWeight in 2915, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.0648856 = idf(docFreq=758, maxDocs=44218)
               0.0546875 = fieldNorm(doc=2915)
         0.010154211 = weight(abstract_txt:will in 2915) [ClassicSimilarity], result of:
           0.010154211 = score(doc=2915,freq=1.0), product of:
             0.048086558 = queryWeight, product of:
               1.1849717 = boost
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.010509482 = queryNorm
             0.21116528 = fieldWeight in 2915, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.0546875 = fieldNorm(doc=2915)
         0.018216241 = weight(abstract_txt:content in 2915) [ClassicSimilarity], result of:
           0.018216241 = score(doc=2915,freq=2.0), product of:
             0.05634933 = queryWeight, product of:
               1.2827455 = boost
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.010509482 = queryNorm
             0.32327342 = fieldWeight in 2915, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.0546875 = fieldNorm(doc=2915)
         0.07871888 = weight(abstract_txt:taxonomies in 2915) [ClassicSimilarity], result of:
           0.07871888 = score(doc=2915,freq=4.0), product of:
             0.10365616 = queryWeight, product of:
               1.4205223 = boost
               6.943297 = idf(docFreq=115, maxDocs=44218)
               0.010509482 = queryNorm
             0.7594231 = fieldWeight in 2915, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               6.943297 = idf(docFreq=115, maxDocs=44218)
               0.0546875 = fieldNorm(doc=2915)
         0.191339 = weight(abstract_txt:taxonomy in 2915) [ClassicSimilarity], result of:
           0.191339 = score(doc=2915,freq=6.0), product of:
             0.2221746 = queryWeight, product of:
               3.288272 = boost
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.010509482 = queryNorm
             0.86121005 = fieldWeight in 2915, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.0546875 = fieldNorm(doc=2915)
         0.1009986 = weight(abstract_txt:categorization in 2915) [ClassicSimilarity], result of:
           0.1009986 = score(doc=2915,freq=1.0), product of:
             0.28020754 = queryWeight, product of:
               4.045303 = boost
               6.590942 = idf(docFreq=164, maxDocs=44218)
               0.010509482 = queryNorm
             0.36044213 = fieldWeight in 2915, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.590942 = idf(docFreq=164, maxDocs=44218)
               0.0546875 = fieldNorm(doc=2915)
       0.28 = coord(7/25)