Document (#30092)

Author

Hiemstra, D.
Kraaij, W.

Title

¬A language-modeling approach to TREC

Source

TREC: experiment and evaluation in information retrieval. Ed.: E.M. Voorhees, u. D.K. Harman

Imprint

Cambridge, MA : MIT Press

Year

2005

Pages

S.373-396

Theme

Retrievalstudien

Object

TREC

Similar documents (author)

1. Kraaij, W.; Pohlmann, R.: Evaluation of a Dutch stemming algorithm (1995) 4.95

   4.952564 = sum of:
     4.952564 = weight(author_txt:kraaij in 5798) [ClassicSimilarity], result of:
       4.952564 = fieldWeight in 5798, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.905128 = idf(docFreq=5, maxDocs=44218)
         0.5 = fieldNorm(doc=5798)
   

2. Sappelli, M.; Verberne, S.; Kraaij, W.: Evaluation of context-aware recommendation systems for information re-finding (2017) 3.71

   3.7144227 = sum of:
     3.7144227 = weight(author_txt:kraaij in 3528) [ClassicSimilarity], result of:
       3.7144227 = fieldWeight in 3528, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.905128 = idf(docFreq=5, maxDocs=44218)
         0.375 = fieldNorm(doc=3528)
   

3. Meij, E.; Trieschnigg, D.; Rijke, M. de; Kraaij, W.: Conceptual language models for domain-specific retrieval (2010) 3.10

   3.0953524 = sum of:
     3.0953524 = weight(author_txt:kraaij in 4238) [ClassicSimilarity], result of:
       3.0953524 = fieldWeight in 4238, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.905128 = idf(docFreq=5, maxDocs=44218)
         0.3125 = fieldNorm(doc=4238)
   

4. Verberne, S.; Heijden, M. van der; Hinne, M.; Sappelli, M.; Koldijk, S.; Hoenkamp, E.; Kraaij, W.: Reliability and validity of query intent assessments (2013) 2.48

   2.476282 = sum of:
     2.476282 = weight(author_txt:kraaij in 1104) [ClassicSimilarity], result of:
       2.476282 = fieldWeight in 1104, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.905128 = idf(docFreq=5, maxDocs=44218)
         0.25 = fieldNorm(doc=1104)
   

Similar documents (content)

1. Dang, E.K.F.; Luk, R.W.P.; Allan, J.: ¬A context-dependent relevance model (2016) 0.72

   0.7245677 = sum of:
     0.7245677 = sum of:
       0.05309312 = weight(abstract_txt:approach in 2778) [ClassicSimilarity], result of:
         0.05309312 = score(doc=2778,freq=1.0), product of:
           0.22681323 = queryWeight, product of:
             3.745328 = idf(docFreq=2839, maxDocs=44218)
             0.060558975 = queryNorm
           0.234083 = fieldWeight in 2778, 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=2778)
       0.14783524 = weight(abstract_txt:language in 2778) [ClassicSimilarity], result of:
         0.14783524 = score(doc=2778,freq=4.0), product of:
           0.28279704 = queryWeight, product of:
             1.1166145 = boost
             4.1820874 = idf(docFreq=1834, maxDocs=44218)
             0.060558975 = queryNorm
           0.5227609 = fieldWeight in 2778, product of:
             2.0 = tf(freq=4.0), with freq of:
               4.0 = termFreq=4.0
             4.1820874 = idf(docFreq=1834, maxDocs=44218)
             0.0625 = fieldNorm(doc=2778)
       0.21973991 = weight(abstract_txt:modeling in 2778) [ClassicSimilarity], result of:
         0.21973991 = score(doc=2778,freq=1.0), product of:
           0.5846763 = queryWeight, product of:
             1.605549 = boost
             6.0133076 = idf(docFreq=293, maxDocs=44218)
             0.060558975 = queryNorm
           0.37583172 = fieldWeight in 2778, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             6.0133076 = idf(docFreq=293, maxDocs=44218)
             0.0625 = fieldNorm(doc=2778)
       0.30389944 = weight(abstract_txt:trec in 2778) [ClassicSimilarity], result of:
         0.30389944 = score(doc=2778,freq=1.0), product of:
           0.7257652 = queryWeight, product of:
             1.7888087 = boost
             6.699675 = idf(docFreq=147, maxDocs=44218)
             0.060558975 = queryNorm
           0.4187297 = fieldWeight in 2778, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             6.699675 = idf(docFreq=147, maxDocs=44218)
             0.0625 = fieldNorm(doc=2778)
   

2. Lhadj, L.S.; Boughanem, M.; Amrouche, K.: Enhancing information retrieval through concept-based language modeling and semantic smoothing (2016) 0.70

   0.7047615 = sum of:
     0.7047615 = sum of:
       0.05309312 = weight(abstract_txt:approach in 3221) [ClassicSimilarity], result of:
         0.05309312 = score(doc=3221,freq=1.0), product of:
           0.22681323 = queryWeight, product of:
             3.745328 = idf(docFreq=2839, maxDocs=44218)
             0.060558975 = queryNorm
           0.234083 = fieldWeight in 3221, 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=3221)
       0.12802908 = weight(abstract_txt:language in 3221) [ClassicSimilarity], result of:
         0.12802908 = score(doc=3221,freq=3.0), product of:
           0.28279704 = queryWeight, product of:
             1.1166145 = boost
             4.1820874 = idf(docFreq=1834, maxDocs=44218)
             0.060558975 = queryNorm
           0.45272425 = fieldWeight in 3221, product of:
             1.7320508 = tf(freq=3.0), with freq of:
               3.0 = termFreq=3.0
             4.1820874 = idf(docFreq=1834, maxDocs=44218)
             0.0625 = fieldNorm(doc=3221)
       0.21973991 = weight(abstract_txt:modeling in 3221) [ClassicSimilarity], result of:
         0.21973991 = score(doc=3221,freq=1.0), product of:
           0.5846763 = queryWeight, product of:
             1.605549 = boost
             6.0133076 = idf(docFreq=293, maxDocs=44218)
             0.060558975 = queryNorm
           0.37583172 = fieldWeight in 3221, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             6.0133076 = idf(docFreq=293, maxDocs=44218)
             0.0625 = fieldNorm(doc=3221)
       0.30389944 = weight(abstract_txt:trec in 3221) [ClassicSimilarity], result of:
         0.30389944 = score(doc=3221,freq=1.0), product of:
           0.7257652 = queryWeight, product of:
             1.7888087 = boost
             6.699675 = idf(docFreq=147, maxDocs=44218)
             0.060558975 = queryNorm
           0.4187297 = fieldWeight in 3221, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             6.699675 = idf(docFreq=147, maxDocs=44218)
             0.0625 = fieldNorm(doc=3221)
   

3. Huang, X.; Peng, F,; An, A.; Schuurmans, D.: Dynamic Web log session identification with statistical language models (2004) 0.62

   0.6230675 = sum of:
     0.6230675 = product of:
       0.83075666 = sum of:
         0.14839979 = weight(abstract_txt:approach in 3096) [ClassicSimilarity], result of:
           0.14839979 = score(doc=3096,freq=5.0), product of:
             0.22681323 = queryWeight, product of:
               3.745328 = idf(docFreq=2839, maxDocs=44218)
               0.060558975 = queryNorm
             0.6542819 = fieldWeight in 3096, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               3.745328 = idf(docFreq=2839, maxDocs=44218)
               0.078125 = fieldNorm(doc=3096)
         0.20660605 = weight(abstract_txt:language in 3096) [ClassicSimilarity], result of:
           0.20660605 = score(doc=3096,freq=5.0), product of:
             0.28279704 = queryWeight, product of:
               1.1166145 = boost
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.060558975 = queryNorm
             0.7305806 = fieldWeight in 3096, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.078125 = fieldNorm(doc=3096)
         0.47575083 = weight(abstract_txt:modeling in 3096) [ClassicSimilarity], result of:
           0.47575083 = score(doc=3096,freq=3.0), product of:
             0.5846763 = queryWeight, product of:
               1.605549 = boost
               6.0133076 = idf(docFreq=293, maxDocs=44218)
               0.060558975 = queryNorm
             0.8136995 = fieldWeight in 3096, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.0133076 = idf(docFreq=293, maxDocs=44218)
               0.078125 = fieldNorm(doc=3096)
       0.75 = coord(3/4)
   

4. Xie, Y.; Raghavan, V.V.: Language-modeling kernel based approach for information retrieval (2007) 0.62

   0.6182521 = sum of:
     0.6182521 = product of:
       0.8243361 = sum of:
         0.11494997 = weight(abstract_txt:approach in 1326) [ClassicSimilarity], result of:
           0.11494997 = score(doc=1326,freq=3.0), product of:
             0.22681323 = queryWeight, product of:
               3.745328 = idf(docFreq=2839, maxDocs=44218)
               0.060558975 = queryNorm
             0.5068045 = fieldWeight in 1326, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.745328 = idf(docFreq=2839, maxDocs=44218)
               0.078125 = fieldNorm(doc=1326)
         0.16003636 = weight(abstract_txt:language in 1326) [ClassicSimilarity], result of:
           0.16003636 = score(doc=1326,freq=3.0), product of:
             0.28279704 = queryWeight, product of:
               1.1166145 = boost
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.060558975 = queryNorm
             0.56590533 = fieldWeight in 1326, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.078125 = fieldNorm(doc=1326)
         0.5493498 = weight(abstract_txt:modeling in 1326) [ClassicSimilarity], result of:
           0.5493498 = score(doc=1326,freq=4.0), product of:
             0.5846763 = queryWeight, product of:
               1.605549 = boost
               6.0133076 = idf(docFreq=293, maxDocs=44218)
               0.060558975 = queryNorm
             0.9395793 = fieldWeight in 1326, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               6.0133076 = idf(docFreq=293, maxDocs=44218)
               0.078125 = fieldNorm(doc=1326)
       0.75 = coord(3/4)
   

5. Ponte, J.M.: Language models for relevance feedback (2000) 0.61

   0.6067085 = sum of:
     0.6067085 = product of:
       0.8089447 = sum of:
         0.14839979 = weight(abstract_txt:approach in 35) [ClassicSimilarity], result of:
           0.14839979 = score(doc=35,freq=5.0), product of:
             0.22681323 = queryWeight, product of:
               3.745328 = idf(docFreq=2839, maxDocs=44218)
               0.060558975 = queryNorm
             0.6542819 = fieldWeight in 35, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               3.745328 = idf(docFreq=2839, maxDocs=44218)
               0.078125 = fieldNorm(doc=35)
         0.18479405 = weight(abstract_txt:language in 35) [ClassicSimilarity], result of:
           0.18479405 = score(doc=35,freq=4.0), product of:
             0.28279704 = queryWeight, product of:
               1.1166145 = boost
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.060558975 = queryNorm
             0.65345114 = fieldWeight in 35, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.078125 = fieldNorm(doc=35)
         0.47575083 = weight(abstract_txt:modeling in 35) [ClassicSimilarity], result of:
           0.47575083 = score(doc=35,freq=3.0), product of:
             0.5846763 = queryWeight, product of:
               1.605549 = boost
               6.0133076 = idf(docFreq=293, maxDocs=44218)
               0.060558975 = queryNorm
             0.8136995 = fieldWeight in 35, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.0133076 = idf(docFreq=293, maxDocs=44218)
               0.078125 = fieldNorm(doc=35)
       0.75 = coord(3/4)