Document (#14250)

Author
Magennis, M.
Title
Expert rule-based query expansion
Source
New review of document and text management. 1995, no.1, S.63-83
Year
1995
Abstract
Examines how, for term based free text retrieval, Interactive Query Expansion (IQE) provides better retrieval performance tahn Automatic Query Expansion (AQE) but the performance of IQE depends on the strategy employed by the user to select expansion terms. The aim is to build an expert query expansion system using term selection rules based on expert users' strategies. It is expected that such a system will achieve better performance for novice or inexperienced users that either AQE or IQE. The procedure is to discover expert IQE users' term selection strategies through observation and interrogation, to construct a rule based query expansion (RQE) system based on these and to compare the resulting retrieval performance with that of comparable AQE and IQE systems
Theme
Computerlinguistik
Volltextretrieval
Semantisches Umfeld in Indexierung u. Retrieval

Similar documents (content)

  1. Efthimiadis, E.N.: Interactive query expansion : a user-based evaluation in a relevance feedback environment (2000) 0.40
    0.4021514 = sum of:
      0.4021514 = product of:
        1.2567232 = sum of:
          0.0098275505 = weight(abstract_txt:that in 6701) [ClassicSimilarity], result of:
            0.0098275505 = score(doc=6701,freq=3.0), product of:
              0.043870986 = queryWeight, product of:
                1.1546334 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.016066233 = queryNorm
              0.22401026 = fieldWeight in 6701, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0546875 = fieldNorm(doc=6701)
          0.016458455 = weight(abstract_txt:system in 6701) [ClassicSimilarity], result of:
            0.016458455 = score(doc=6701,freq=1.0), product of:
              0.08923057 = queryWeight, product of:
                1.6466914 = boost
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.016066233 = queryNorm
              0.18444863 = fieldWeight in 6701, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.0546875 = fieldNorm(doc=6701)
          0.031218663 = weight(abstract_txt:retrieval in 6701) [ClassicSimilarity], result of:
            0.031218663 = score(doc=6701,freq=3.0), product of:
              0.09480328 = queryWeight, product of:
                1.6973332 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.016066233 = queryNorm
              0.3292994 = fieldWeight in 6701, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.0546875 = fieldNorm(doc=6701)
          0.038946953 = weight(abstract_txt:users in 6701) [ClassicSimilarity], result of:
            0.038946953 = score(doc=6701,freq=4.0), product of:
              0.09981977 = queryWeight, product of:
                1.7416612 = boost
                3.5672934 = idf(docFreq=3408, maxDocs=44421)
                0.016066233 = queryNorm
              0.39017272 = fieldWeight in 6701, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                3.5672934 = idf(docFreq=3408, maxDocs=44421)
                0.0546875 = fieldNorm(doc=6701)
          0.044416897 = weight(abstract_txt:selection in 6701) [ClassicSimilarity], result of:
            0.044416897 = score(doc=6701,freq=1.0), product of:
              0.15109704 = queryWeight, product of:
                1.7495959 = boost
                5.375318 = idf(docFreq=558, maxDocs=44421)
                0.016066233 = queryNorm
              0.29396272 = fieldWeight in 6701, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.375318 = idf(docFreq=558, maxDocs=44421)
                0.0546875 = fieldNorm(doc=6701)
          0.094568126 = weight(abstract_txt:term in 6701) [ClassicSimilarity], result of:
            0.094568126 = score(doc=6701,freq=4.0), product of:
              0.18032838 = queryWeight, product of:
                2.3409247 = boost
                4.794713 = idf(docFreq=998, maxDocs=44421)
                0.016066233 = queryNorm
              0.52442175 = fieldWeight in 6701, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.794713 = idf(docFreq=998, maxDocs=44421)
                0.0546875 = fieldNorm(doc=6701)
          0.3168199 = weight(abstract_txt:query in 6701) [ClassicSimilarity], result of:
            0.3168199 = score(doc=6701,freq=17.0), product of:
              0.2955261 = queryWeight, product of:
                3.8688126 = boost
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.016066233 = queryNorm
              1.0720539 = fieldWeight in 6701, product of:
                4.1231055 = tf(freq=17.0), with freq of:
                  17.0 = termFreq=17.0
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.0546875 = fieldNorm(doc=6701)
          0.7044666 = weight(abstract_txt:expansion in 6701) [ClassicSimilarity], result of:
            0.7044666 = score(doc=6701,freq=13.0), product of:
              0.58504605 = queryWeight, product of:
                5.9630084 = boost
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.016066233 = queryNorm
              1.2041216 = fieldWeight in 6701, product of:
                3.6055512 = tf(freq=13.0), with freq of:
                  13.0 = termFreq=13.0
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.0546875 = fieldNorm(doc=6701)
        0.32 = coord(8/25)
    
  2. Hancock-Beaulieu, M.; Fieldhouse, M.; Do, T.: ¬An evaluation of interactive query expansion in an online library catalogue with a graphical user interface (1995) 0.37
    0.37022623 = sum of:
      0.37022623 = product of:
        1.156957 = sum of:
          0.059490673 = weight(abstract_txt:select in 1734) [ClassicSimilarity], result of:
            0.059490673 = score(doc=1734,freq=1.0), product of:
              0.10173201 = queryWeight, product of:
                1.0151345 = boost
                6.2376356 = idf(docFreq=235, maxDocs=44421)
                0.016066233 = queryNorm
              0.5847783 = fieldWeight in 1734, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2376356 = idf(docFreq=235, maxDocs=44421)
                0.09375 = fieldNorm(doc=1734)
          0.028214497 = weight(abstract_txt:system in 1734) [ClassicSimilarity], result of:
            0.028214497 = score(doc=1734,freq=1.0), product of:
              0.08923057 = queryWeight, product of:
                1.6466914 = boost
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.016066233 = queryNorm
              0.31619766 = fieldWeight in 1734, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.09375 = fieldNorm(doc=1734)
          0.043697026 = weight(abstract_txt:retrieval in 1734) [ClassicSimilarity], result of:
            0.043697026 = score(doc=1734,freq=2.0), product of:
              0.09480328 = queryWeight, product of:
                1.6973332 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.016066233 = queryNorm
              0.46092314 = fieldWeight in 1734, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.09375 = fieldNorm(doc=1734)
          0.08105839 = weight(abstract_txt:term in 1734) [ClassicSimilarity], result of:
            0.08105839 = score(doc=1734,freq=1.0), product of:
              0.18032838 = queryWeight, product of:
                2.3409247 = boost
                4.794713 = idf(docFreq=998, maxDocs=44421)
                0.016066233 = queryNorm
              0.44950435 = fieldWeight in 1734, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.794713 = idf(docFreq=998, maxDocs=44421)
                0.09375 = fieldNorm(doc=1734)
          0.039527528 = weight(abstract_txt:based in 1734) [ClassicSimilarity], result of:
            0.039527528 = score(doc=1734,freq=1.0), product of:
              0.132459 = queryWeight, product of:
                2.5901237 = boost
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.016066233 = queryNorm
              0.2984133 = fieldWeight in 1734, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.09375 = fieldNorm(doc=1734)
          0.09667338 = weight(abstract_txt:performance in 1734) [ClassicSimilarity], result of:
            0.09667338 = score(doc=1734,freq=1.0), product of:
              0.22321135 = queryWeight, product of:
                3.0073426 = boost
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.016066233 = queryNorm
              0.43310243 = fieldWeight in 1734, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.09375 = fieldNorm(doc=1734)
          0.22815597 = weight(abstract_txt:query in 1734) [ClassicSimilarity], result of:
            0.22815597 = score(doc=1734,freq=3.0), product of:
              0.2955261 = queryWeight, product of:
                3.8688126 = boost
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.016066233 = queryNorm
              0.7720333 = fieldWeight in 1734, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.09375 = fieldNorm(doc=1734)
          0.5801396 = weight(abstract_txt:expansion in 1734) [ClassicSimilarity], result of:
            0.5801396 = score(doc=1734,freq=3.0), product of:
              0.58504605 = queryWeight, product of:
                5.9630084 = boost
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.016066233 = queryNorm
              0.99161357 = fieldWeight in 1734, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.09375 = fieldNorm(doc=1734)
        0.32 = coord(8/25)
    
  3. Efthimiadis, E.N.: Query expansion (1996) 0.36
    0.3604621 = sum of:
      0.3604621 = product of:
        1.8023105 = sum of:
          0.041197952 = weight(abstract_txt:retrieval in 4915) [ClassicSimilarity], result of:
            0.041197952 = score(doc=4915,freq=1.0), product of:
              0.09480328 = queryWeight, product of:
                1.6973332 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.016066233 = queryNorm
              0.4345625 = fieldWeight in 4915, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.125 = fieldNorm(doc=4915)
          0.108077854 = weight(abstract_txt:term in 4915) [ClassicSimilarity], result of:
            0.108077854 = score(doc=4915,freq=1.0), product of:
              0.18032838 = queryWeight, product of:
                2.3409247 = boost
                4.794713 = idf(docFreq=998, maxDocs=44421)
                0.016066233 = queryNorm
              0.5993391 = fieldWeight in 4915, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.794713 = idf(docFreq=998, maxDocs=44421)
                0.125 = fieldNorm(doc=4915)
          0.12889783 = weight(abstract_txt:performance in 4915) [ClassicSimilarity], result of:
            0.12889783 = score(doc=4915,freq=1.0), product of:
              0.22321135 = queryWeight, product of:
                3.0073426 = boost
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.016066233 = queryNorm
              0.5774699 = fieldWeight in 4915, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.125 = fieldNorm(doc=4915)
          0.43021503 = weight(abstract_txt:query in 4915) [ClassicSimilarity], result of:
            0.43021503 = score(doc=4915,freq=6.0), product of:
              0.2955261 = queryWeight, product of:
                3.8688126 = boost
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.016066233 = queryNorm
              1.4557599 = fieldWeight in 4915, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.125 = fieldNorm(doc=4915)
          1.0939218 = weight(abstract_txt:expansion in 4915) [ClassicSimilarity], result of:
            1.0939218 = score(doc=4915,freq=6.0), product of:
              0.58504605 = queryWeight, product of:
                5.9630084 = boost
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.016066233 = queryNorm
              1.8698046 = fieldWeight in 4915, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.125 = fieldNorm(doc=4915)
        0.2 = coord(5/25)
    
  4. Zhu, J.; Song, D.; Rüger, S.: Integrating multiple windows and document features for expert finding (2009) 0.36
    0.35576567 = sum of:
      0.35576567 = product of:
        1.1117678 = sum of:
          0.012969005 = weight(abstract_txt:that in 3755) [ClassicSimilarity], result of:
            0.012969005 = score(doc=3755,freq=4.0), product of:
              0.043870986 = queryWeight, product of:
                1.1546334 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.016066233 = queryNorm
              0.2956169 = fieldWeight in 3755, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0625 = fieldNorm(doc=3755)
          0.018809665 = weight(abstract_txt:system in 3755) [ClassicSimilarity], result of:
            0.018809665 = score(doc=3755,freq=1.0), product of:
              0.08923057 = queryWeight, product of:
                1.6466914 = boost
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.016066233 = queryNorm
              0.21079844 = fieldWeight in 3755, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.0625 = fieldNorm(doc=3755)
          0.020598976 = weight(abstract_txt:retrieval in 3755) [ClassicSimilarity], result of:
            0.020598976 = score(doc=3755,freq=1.0), product of:
              0.09480328 = queryWeight, product of:
                1.6973332 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.016066233 = queryNorm
              0.21728125 = fieldWeight in 3755, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.0625 = fieldNorm(doc=3755)
          0.05270337 = weight(abstract_txt:based in 3755) [ClassicSimilarity], result of:
            0.05270337 = score(doc=3755,freq=4.0), product of:
              0.132459 = queryWeight, product of:
                2.5901237 = boost
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.016066233 = queryNorm
              0.3978844 = fieldWeight in 3755, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.0625 = fieldNorm(doc=3755)
          0.1116288 = weight(abstract_txt:performance in 3755) [ClassicSimilarity], result of:
            0.1116288 = score(doc=3755,freq=3.0), product of:
              0.22321135 = queryWeight, product of:
                3.0073426 = boost
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.016066233 = queryNorm
              0.5001036 = fieldWeight in 3755, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.0625 = fieldNorm(doc=3755)
          0.27283174 = weight(abstract_txt:expert in 3755) [ClassicSimilarity], result of:
            0.27283174 = score(doc=3755,freq=5.0), product of:
              0.34159574 = queryWeight, product of:
                3.720326 = boost
                5.7150154 = idf(docFreq=397, maxDocs=44421)
                0.016066233 = queryNorm
              0.7986977 = fieldWeight in 3755, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                5.7150154 = idf(docFreq=397, maxDocs=44421)
                0.0625 = fieldNorm(doc=3755)
          0.17563455 = weight(abstract_txt:query in 3755) [ClassicSimilarity], result of:
            0.17563455 = score(doc=3755,freq=4.0), product of:
              0.2955261 = queryWeight, product of:
                3.8688126 = boost
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.016066233 = queryNorm
              0.5943115 = fieldWeight in 3755, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.0625 = fieldNorm(doc=3755)
          0.4465917 = weight(abstract_txt:expansion in 3755) [ClassicSimilarity], result of:
            0.4465917 = score(doc=3755,freq=4.0), product of:
              0.58504605 = queryWeight, product of:
                5.9630084 = boost
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.016066233 = queryNorm
              0.7633445 = fieldWeight in 3755, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.0625 = fieldNorm(doc=3755)
        0.32 = coord(8/25)
    
  5. García Cumbreras, M.A.; Perea-Ortega, J.M.; García Vega, M.; Ureña López, L.A.: Information retrieval with geographical references : relevant documents filtering vs. query expansion (2009) 0.34
    0.34396565 = sum of:
      0.34396565 = product of:
        1.0748926 = sum of:
          0.009726753 = weight(abstract_txt:that in 222) [ClassicSimilarity], result of:
            0.009726753 = score(doc=222,freq=1.0), product of:
              0.043870986 = queryWeight, product of:
                1.1546334 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.016066233 = queryNorm
              0.22171268 = fieldWeight in 222, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.09375 = fieldNorm(doc=222)
          0.052915215 = weight(abstract_txt:better in 222) [ClassicSimilarity], result of:
            0.052915215 = score(doc=222,freq=1.0), product of:
              0.11854651 = queryWeight, product of:
                1.5497233 = boost
                4.7612453 = idf(docFreq=1032, maxDocs=44421)
                0.016066233 = queryNorm
              0.44636673 = fieldWeight in 222, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.7612453 = idf(docFreq=1032, maxDocs=44421)
                0.09375 = fieldNorm(doc=222)
          0.028214497 = weight(abstract_txt:system in 222) [ClassicSimilarity], result of:
            0.028214497 = score(doc=222,freq=1.0), product of:
              0.08923057 = queryWeight, product of:
                1.6466914 = boost
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.016066233 = queryNorm
              0.31619766 = fieldWeight in 222, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.09375 = fieldNorm(doc=222)
          0.043697026 = weight(abstract_txt:retrieval in 222) [ClassicSimilarity], result of:
            0.043697026 = score(doc=222,freq=2.0), product of:
              0.09480328 = queryWeight, product of:
                1.6973332 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.016066233 = queryNorm
              0.46092314 = fieldWeight in 222, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.09375 = fieldNorm(doc=222)
          0.07614325 = weight(abstract_txt:selection in 222) [ClassicSimilarity], result of:
            0.07614325 = score(doc=222,freq=1.0), product of:
              0.15109704 = queryWeight, product of:
                1.7495959 = boost
                5.375318 = idf(docFreq=558, maxDocs=44421)
                0.016066233 = queryNorm
              0.50393605 = fieldWeight in 222, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.375318 = idf(docFreq=558, maxDocs=44421)
                0.09375 = fieldNorm(doc=222)
          0.05590036 = weight(abstract_txt:based in 222) [ClassicSimilarity], result of:
            0.05590036 = score(doc=222,freq=2.0), product of:
              0.132459 = queryWeight, product of:
                2.5901237 = boost
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.016066233 = queryNorm
              0.4220201 = fieldWeight in 222, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.09375 = fieldNorm(doc=222)
          0.22815597 = weight(abstract_txt:query in 222) [ClassicSimilarity], result of:
            0.22815597 = score(doc=222,freq=3.0), product of:
              0.2955261 = queryWeight, product of:
                3.8688126 = boost
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.016066233 = queryNorm
              0.7720333 = fieldWeight in 222, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.09375 = fieldNorm(doc=222)
          0.5801396 = weight(abstract_txt:expansion in 222) [ClassicSimilarity], result of:
            0.5801396 = score(doc=222,freq=3.0), product of:
              0.58504605 = queryWeight, product of:
                5.9630084 = boost
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.016066233 = queryNorm
              0.99161357 = fieldWeight in 222, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.106756 = idf(docFreq=268, maxDocs=44421)
                0.09375 = fieldNorm(doc=222)
        0.32 = coord(8/25)