Document (#37971)

Author

Choi, Y.

Title

Analysis of image search queries on the web : query modification patterns and semantic attributes

Source

Journal of the American Society for Information Science and Technology. 64(2013) no.7, S.1423-1441

Year

2013

Abstract

This study investigated query modification patterns and semantic attributes in queries executed during user searches for images on the web. Its purpose was to identify whether query modification patterns were related to users' contextual factors and content sources as well as whether the patterns characterize the use of semantic attributes expressed in users' search queries in an interactive web-searching process. To this end, a collection of 970 image search queries executed by undergraduate students in a naturalistic setting was analyzed. The study's findings showed that query modification patterns were significantly associated with content sources. Among the types of query modification employed, "Reformulation" and "New" were the most frequently used. Terms related to format, object, or place associated with an image also were found to be frequently used in search queries. Terms referring to type or genre were the most frequent attributes in web image search queries, which suggests a change from previous findings of search queries in a professional context. Implications are discussed in terms of search assistants for web image searches and semantic annotation to improve image indexing.

Form

Bilder

Similar documents (author)

1. Choi, Y.: Effects of contextual factors on image searching on the Web (2010) 5.18

   5.1783676 = sum of:
     5.1783676 = weight(author_txt:choi in 996) [ClassicSimilarity], result of:
       5.1783676 = fieldWeight in 996, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.285388 = idf(docFreq=28, maxDocs=42306)
         0.625 = fieldNorm(doc=996)
   

2. Choi, Y.: ¬A Practical application of FRBR for organizing information in digital environments (2012) 5.18

   5.1783676 = sum of:
     5.1783676 = weight(author_txt:choi in 2320) [ClassicSimilarity], result of:
       5.1783676 = fieldWeight in 2320, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.285388 = idf(docFreq=28, maxDocs=42306)
         0.625 = fieldNorm(doc=2320)
   

3. Choi, N.: Information systems attachment : an empirical exploration of its antecedents and its impact on community participation intention (2013) 5.18

   5.1783676 = sum of:
     5.1783676 = weight(author_txt:choi in 3115) [ClassicSimilarity], result of:
       5.1783676 = fieldWeight in 3115, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.285388 = idf(docFreq=28, maxDocs=42306)
         0.625 = fieldNorm(doc=3115)
   

4. Choi, Y.: ¬A complete assessment of tagging quality : a consolidated methodology (2015) 5.18

   5.1783676 = sum of:
     5.1783676 = weight(author_txt:choi in 3731) [ClassicSimilarity], result of:
       5.1783676 = fieldWeight in 3731, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.285388 = idf(docFreq=28, maxDocs=42306)
         0.625 = fieldNorm(doc=3731)
   

5. Choi, I.: Visualizations of cross-cultural bibliographic classification : comparative studies of the Korean Decimal Classification and the Dewey Decimal Classification (2017) 5.18

   5.1783676 = sum of:
     5.1783676 = weight(author_txt:choi in 788) [ClassicSimilarity], result of:
       5.1783676 = fieldWeight in 788, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.285388 = idf(docFreq=28, maxDocs=42306)
         0.625 = fieldNorm(doc=788)
   

Similar documents (content)

1. Jansen, B.J.: Searching for digital images on the web (2008) 0.39

   0.39409673 = sum of:
     0.39409673 = product of:
       1.0947131 = sum of:
         0.017327216 = weight(abstract_txt:content in 3731) [ClassicSimilarity], result of:
           0.017327216 = score(doc=3731,freq=1.0), product of:
             0.06588528 = queryWeight, product of:
               1.0726075 = boost
               4.207851 = idf(docFreq=1710, maxDocs=42306)
               0.014597794 = queryNorm
             0.26299068 = fieldWeight in 3731, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.207851 = idf(docFreq=1710, maxDocs=42306)
               0.0625 = fieldNorm(doc=3731)
         0.017995529 = weight(abstract_txt:findings in 3731) [ClassicSimilarity], result of:
           0.017995529 = score(doc=3731,freq=1.0), product of:
             0.06756871 = queryWeight, product of:
               1.0862242 = boost
               4.261269 = idf(docFreq=1621, maxDocs=42306)
               0.014597794 = queryNorm
             0.26632932 = fieldWeight in 3731, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.261269 = idf(docFreq=1621, maxDocs=42306)
               0.0625 = fieldNorm(doc=3731)
         0.026739292 = weight(abstract_txt:whether in 3731) [ClassicSimilarity], result of:
           0.026739292 = score(doc=3731,freq=1.0), product of:
             0.08798376 = queryWeight, product of:
               1.2395039 = boost
               4.862587 = idf(docFreq=888, maxDocs=42306)
               0.014597794 = queryNorm
             0.3039117 = fieldWeight in 3731, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.862587 = idf(docFreq=888, maxDocs=42306)
               0.0625 = fieldNorm(doc=3731)
         0.029494226 = weight(abstract_txt:were in 3731) [ClassicSimilarity], result of:
           0.029494226 = score(doc=3731,freq=1.0), product of:
             0.12747957 = queryWeight, product of:
               2.3590488 = boost
               3.7018294 = idf(docFreq=2837, maxDocs=42306)
               0.014597794 = queryNorm
             0.23136434 = fieldWeight in 3731, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.7018294 = idf(docFreq=2837, maxDocs=42306)
               0.0625 = fieldNorm(doc=3731)
         0.08723373 = weight(abstract_txt:query in 3731) [ClassicSimilarity], result of:
           0.08723373 = score(doc=3731,freq=2.0), product of:
             0.20847896 = queryWeight, product of:
               3.0168085 = boost
               4.733989 = idf(docFreq=1010, maxDocs=42306)
               0.014597794 = queryNorm
             0.41842943 = fieldWeight in 3731, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.733989 = idf(docFreq=1010, maxDocs=42306)
               0.0625 = fieldNorm(doc=3731)
         0.15102187 = weight(abstract_txt:attributes in 3731) [ClassicSimilarity], result of:
           0.15102187 = score(doc=3731,freq=2.0), product of:
             0.27903742 = queryWeight, product of:
               3.1217122 = boost
               6.1232553 = idf(docFreq=251, maxDocs=42306)
               0.014597794 = queryNorm
             0.5412244 = fieldWeight in 3731, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.1232553 = idf(docFreq=251, maxDocs=42306)
               0.0625 = fieldNorm(doc=3731)
         0.08768962 = weight(abstract_txt:patterns in 3731) [ClassicSimilarity], result of:
           0.08768962 = score(doc=3731,freq=1.0), product of:
             0.26358137 = queryWeight, product of:
               3.3921416 = boost
               5.322963 = idf(docFreq=560, maxDocs=42306)
               0.014597794 = queryNorm
             0.3326852 = fieldWeight in 3731, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.322963 = idf(docFreq=560, maxDocs=42306)
               0.0625 = fieldNorm(doc=3731)
         0.3727995 = weight(abstract_txt:image in 3731) [ClassicSimilarity], result of:
           0.3727995 = score(doc=3731,freq=12.0), product of:
             0.32106978 = queryWeight, product of:
               4.1011624 = boost
               5.3629684 = idf(docFreq=538, maxDocs=42306)
               0.014597794 = queryNorm
             1.1611167 = fieldWeight in 3731, product of:
               3.4641016 = tf(freq=12.0), with freq of:
                 12.0 = termFreq=12.0
               5.3629684 = idf(docFreq=538, maxDocs=42306)
               0.0625 = fieldNorm(doc=3731)
         0.30441213 = weight(abstract_txt:queries in 3731) [ClassicSimilarity], result of:
           0.30441213 = score(doc=3731,freq=8.0), product of:
             0.33801547 = queryWeight, product of:
               4.5451574 = boost
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.014597794 = queryNorm
             0.9005864 = fieldWeight in 3731, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.0625 = fieldNorm(doc=3731)
       0.36 = coord(9/25)
   

2. Goodrum, A.; Spink, A.: Visual information seeking : a study of image queries on the world wide web (1999) 0.32

   0.3245612 = sum of:
     0.3245612 = product of:
       0.9015589 = sum of:
         0.022049716 = weight(abstract_txt:most in 679) [ClassicSimilarity], result of:
           0.022049716 = score(doc=679,freq=3.0), product of:
             0.058639754 = queryWeight, product of:
               1.0119119 = boost
               3.969741 = idf(docFreq=2170, maxDocs=42306)
               0.014597794 = queryNorm
             0.37601992 = fieldWeight in 679, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.969741 = idf(docFreq=2170, maxDocs=42306)
               0.0546875 = fieldNorm(doc=679)
         0.015617342 = weight(abstract_txt:related in 679) [ClassicSimilarity], result of:
           0.015617342 = score(doc=679,freq=1.0), product of:
             0.06719989 = queryWeight, product of:
               1.0832555 = boost
               4.2496233 = idf(docFreq=1640, maxDocs=42306)
               0.014597794 = queryNorm
             0.23240128 = fieldWeight in 679, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2496233 = idf(docFreq=1640, maxDocs=42306)
               0.0546875 = fieldNorm(doc=679)
         0.044911686 = weight(abstract_txt:frequently in 679) [ClassicSimilarity], result of:
           0.044911686 = score(doc=679,freq=1.0), product of:
             0.13589498 = queryWeight, product of:
               1.5404526 = boost
               6.0432124 = idf(docFreq=272, maxDocs=42306)
               0.014597794 = queryNorm
             0.33048818 = fieldWeight in 679, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.0432124 = idf(docFreq=272, maxDocs=42306)
               0.0546875 = fieldNorm(doc=679)
         0.05777108 = weight(abstract_txt:terms in 679) [ClassicSimilarity], result of:
           0.05777108 = score(doc=679,freq=8.0), product of:
             0.09199649 = queryWeight, product of:
               1.552308 = boost
               4.059814 = idf(docFreq=1983, maxDocs=42306)
               0.014597794 = queryNorm
             0.62797046 = fieldWeight in 679, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               4.059814 = idf(docFreq=1983, maxDocs=42306)
               0.0546875 = fieldNorm(doc=679)
         0.036497246 = weight(abstract_txt:were in 679) [ClassicSimilarity], result of:
           0.036497246 = score(doc=679,freq=2.0), product of:
             0.12747957 = queryWeight, product of:
               2.3590488 = boost
               3.7018294 = idf(docFreq=2837, maxDocs=42306)
               0.014597794 = queryNorm
             0.28629878 = fieldWeight in 679, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.7018294 = idf(docFreq=2837, maxDocs=42306)
               0.0546875 = fieldNorm(doc=679)
         0.05397312 = weight(abstract_txt:query in 679) [ClassicSimilarity], result of:
           0.05397312 = score(doc=679,freq=1.0), product of:
             0.20847896 = queryWeight, product of:
               3.0168085 = boost
               4.733989 = idf(docFreq=1010, maxDocs=42306)
               0.014597794 = queryNorm
             0.25889 = fieldWeight in 679, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.733989 = idf(docFreq=1010, maxDocs=42306)
               0.0546875 = fieldNorm(doc=679)
         0.0920624 = weight(abstract_txt:search in 679) [ClassicSimilarity], result of:
           0.0920624 = score(doc=679,freq=7.0), product of:
             0.17405055 = queryWeight, product of:
               3.2615073 = boost
               3.6556938 = idf(docFreq=2971, maxDocs=42306)
               0.014597794 = queryNorm
             0.52894056 = fieldWeight in 679, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               3.6556938 = idf(docFreq=2971, maxDocs=42306)
               0.0546875 = fieldNorm(doc=679)
         0.26634082 = weight(abstract_txt:image in 679) [ClassicSimilarity], result of:
           0.26634082 = score(doc=679,freq=8.0), product of:
             0.32106978 = queryWeight, product of:
               4.1011624 = boost
               5.3629684 = idf(docFreq=538, maxDocs=42306)
               0.014597794 = queryNorm
             0.82954186 = fieldWeight in 679, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               5.3629684 = idf(docFreq=538, maxDocs=42306)
               0.0546875 = fieldNorm(doc=679)
         0.31233552 = weight(abstract_txt:queries in 679) [ClassicSimilarity], result of:
           0.31233552 = score(doc=679,freq=11.0), product of:
             0.33801547 = queryWeight, product of:
               4.5451574 = boost
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.014597794 = queryNorm
             0.9240273 = fieldWeight in 679, product of:
               3.3166249 = tf(freq=11.0), with freq of:
                 11.0 = termFreq=11.0
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.0546875 = fieldNorm(doc=679)
       0.36 = coord(9/25)
   

3. Jörgensen, C.; Jörgensen, P.: Image querying by image professionals (2005) 0.30

   0.30273965 = sum of:
     0.30273965 = product of:
       1.2614152 = sum of:
         0.058199655 = weight(abstract_txt:searches in 343) [ClassicSimilarity], result of:
           0.058199655 = score(doc=343,freq=2.0), product of:
             0.10107246 = queryWeight, product of:
               1.3285046 = boost
               5.2117376 = idf(docFreq=626, maxDocs=42306)
               0.014597794 = queryNorm
             0.5758211 = fieldWeight in 343, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.2117376 = idf(docFreq=626, maxDocs=42306)
               0.078125 = fieldNorm(doc=343)
         0.15420891 = weight(abstract_txt:query in 343) [ClassicSimilarity], result of:
           0.15420891 = score(doc=343,freq=4.0), product of:
             0.20847896 = queryWeight, product of:
               3.0168085 = boost
               4.733989 = idf(docFreq=1010, maxDocs=42306)
               0.014597794 = queryNorm
             0.7396858 = fieldWeight in 343, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.733989 = idf(docFreq=1010, maxDocs=42306)
               0.078125 = fieldNorm(doc=343)
         0.049709026 = weight(abstract_txt:search in 343) [ClassicSimilarity], result of:
           0.049709026 = score(doc=343,freq=1.0), product of:
             0.17405055 = queryWeight, product of:
               3.2615073 = boost
               3.6556938 = idf(docFreq=2971, maxDocs=42306)
               0.014597794 = queryNorm
             0.28560108 = fieldWeight in 343, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6556938 = idf(docFreq=2971, maxDocs=42306)
               0.078125 = fieldNorm(doc=343)
         0.19024344 = weight(abstract_txt:image in 343) [ClassicSimilarity], result of:
           0.19024344 = score(doc=343,freq=2.0), product of:
             0.32106978 = queryWeight, product of:
               4.1011624 = boost
               5.3629684 = idf(docFreq=538, maxDocs=42306)
               0.014597794 = queryNorm
             0.5925299 = fieldWeight in 343, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.3629684 = idf(docFreq=538, maxDocs=42306)
               0.078125 = fieldNorm(doc=343)
         0.26906487 = weight(abstract_txt:queries in 343) [ClassicSimilarity], result of:
           0.26906487 = score(doc=343,freq=4.0), product of:
             0.33801547 = queryWeight, product of:
               4.5451574 = boost
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.014597794 = queryNorm
             0.7960135 = fieldWeight in 343, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.078125 = fieldNorm(doc=343)
         0.5399894 = weight(abstract_txt:modification in 343) [ClassicSimilarity], result of:
           0.5399894 = score(doc=343,freq=3.0), product of:
             0.5291258 = queryWeight, product of:
               4.8061366 = boost
               7.5418105 = idf(docFreq=60, maxDocs=42306)
               0.014597794 = queryNorm
             1.0205312 = fieldWeight in 343, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               7.5418105 = idf(docFreq=60, maxDocs=42306)
               0.078125 = fieldNorm(doc=343)
       0.24 = coord(6/25)
   

4. Rieh, S.Y.; Xie, H.(I.): Analysis of multiple query reformulations on the web : the interactive information retrieval context (2006) 0.29

   0.29418018 = sum of:
     0.29418018 = product of:
       0.9193131 = sum of:
         0.14859879 = weight(abstract_txt:reformulation in 2977) [ClassicSimilarity], result of:
           0.14859879 = score(doc=2977,freq=7.0), product of:
             0.11453461 = queryWeight, product of:
               7.8460217 = idf(docFreq=44, maxDocs=42306)
               0.014597794 = queryNorm
             1.2974138 = fieldWeight in 2977, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               7.8460217 = idf(docFreq=44, maxDocs=42306)
               0.0625 = fieldNorm(doc=2977)
         0.017327216 = weight(abstract_txt:content in 2977) [ClassicSimilarity], result of:
           0.017327216 = score(doc=2977,freq=1.0), product of:
             0.06588528 = queryWeight, product of:
               1.0726075 = boost
               4.207851 = idf(docFreq=1710, maxDocs=42306)
               0.014597794 = queryNorm
             0.26299068 = fieldWeight in 2977, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.207851 = idf(docFreq=1710, maxDocs=42306)
               0.0625 = fieldNorm(doc=2977)
         0.041711137 = weight(abstract_txt:were in 2977) [ClassicSimilarity], result of:
           0.041711137 = score(doc=2977,freq=2.0), product of:
             0.12747957 = queryWeight, product of:
               2.3590488 = boost
               3.7018294 = idf(docFreq=2837, maxDocs=42306)
               0.014597794 = queryNorm
             0.3271986 = fieldWeight in 2977, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.7018294 = idf(docFreq=2837, maxDocs=42306)
               0.0625 = fieldNorm(doc=2977)
         0.15109327 = weight(abstract_txt:query in 2977) [ClassicSimilarity], result of:
           0.15109327 = score(doc=2977,freq=6.0), product of:
             0.20847896 = queryWeight, product of:
               3.0168085 = boost
               4.733989 = idf(docFreq=1010, maxDocs=42306)
               0.014597794 = queryNorm
             0.7247411 = fieldWeight in 2977, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               4.733989 = idf(docFreq=1010, maxDocs=42306)
               0.0625 = fieldNorm(doc=2977)
         0.07953444 = weight(abstract_txt:search in 2977) [ClassicSimilarity], result of:
           0.07953444 = score(doc=2977,freq=4.0), product of:
             0.17405055 = queryWeight, product of:
               3.2615073 = boost
               3.6556938 = idf(docFreq=2971, maxDocs=42306)
               0.014597794 = queryNorm
             0.45696172 = fieldWeight in 2977, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               3.6556938 = idf(docFreq=2971, maxDocs=42306)
               0.0625 = fieldNorm(doc=2977)
         0.12401185 = weight(abstract_txt:patterns in 2977) [ClassicSimilarity], result of:
           0.12401185 = score(doc=2977,freq=2.0), product of:
             0.26358137 = queryWeight, product of:
               3.3921416 = boost
               5.322963 = idf(docFreq=560, maxDocs=42306)
               0.014597794 = queryNorm
             0.47048792 = fieldWeight in 2977, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.322963 = idf(docFreq=560, maxDocs=42306)
               0.0625 = fieldNorm(doc=2977)
         0.10762595 = weight(abstract_txt:queries in 2977) [ClassicSimilarity], result of:
           0.10762595 = score(doc=2977,freq=1.0), product of:
             0.33801547 = queryWeight, product of:
               4.5451574 = boost
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.014597794 = queryNorm
             0.3184054 = fieldWeight in 2977, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.0625 = fieldNorm(doc=2977)
         0.2494104 = weight(abstract_txt:modification in 2977) [ClassicSimilarity], result of:
           0.2494104 = score(doc=2977,freq=1.0), product of:
             0.5291258 = queryWeight, product of:
               4.8061366 = boost
               7.5418105 = idf(docFreq=60, maxDocs=42306)
               0.014597794 = queryNorm
             0.47136316 = fieldWeight in 2977, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.5418105 = idf(docFreq=60, maxDocs=42306)
               0.0625 = fieldNorm(doc=2977)
       0.32 = coord(8/25)
   

5. Yoon, J.W.; Chung, E.K.: Understanding image needs in daily life by analyzing questions in a social Q&A site (2011) 0.29

   0.294048 = sum of:
     0.294048 = product of:
       0.8168 = sum of:
         0.017327216 = weight(abstract_txt:content in 1923) [ClassicSimilarity], result of:
           0.017327216 = score(doc=1923,freq=1.0), product of:
             0.06588528 = queryWeight, product of:
               1.0726075 = boost
               4.207851 = idf(docFreq=1710, maxDocs=42306)
               0.014597794 = queryNorm
             0.26299068 = fieldWeight in 1923, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.207851 = idf(docFreq=1710, maxDocs=42306)
               0.0625 = fieldNorm(doc=1923)
         0.01784839 = weight(abstract_txt:related in 1923) [ClassicSimilarity], result of:
           0.01784839 = score(doc=1923,freq=1.0), product of:
             0.06719989 = queryWeight, product of:
               1.0832555 = boost
               4.2496233 = idf(docFreq=1640, maxDocs=42306)
               0.014597794 = queryNorm
             0.26560146 = fieldWeight in 1923, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2496233 = idf(docFreq=1640, maxDocs=42306)
               0.0625 = fieldNorm(doc=1923)
         0.044342376 = weight(abstract_txt:associated in 1923) [ClassicSimilarity], result of:
           0.044342376 = score(doc=1923,freq=2.0), product of:
             0.09783747 = queryWeight, product of:
               1.3070712 = boost
               5.1276546 = idf(docFreq=681, maxDocs=42306)
               0.014597794 = queryNorm
             0.4532249 = fieldWeight in 1923, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.1276546 = idf(docFreq=681, maxDocs=42306)
               0.0625 = fieldNorm(doc=1923)
         0.042352825 = weight(abstract_txt:semantic in 1923) [ClassicSimilarity], result of:
           0.042352825 = score(doc=1923,freq=1.0), product of:
             0.1506263 = queryWeight, product of:
               2.2935703 = boost
               4.4988503 = idf(docFreq=1278, maxDocs=42306)
               0.014597794 = queryNorm
             0.28117815 = fieldWeight in 1923, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.4988503 = idf(docFreq=1278, maxDocs=42306)
               0.0625 = fieldNorm(doc=1923)
         0.041711137 = weight(abstract_txt:were in 1923) [ClassicSimilarity], result of:
           0.041711137 = score(doc=1923,freq=2.0), product of:
             0.12747957 = queryWeight, product of:
               2.3590488 = boost
               3.7018294 = idf(docFreq=2837, maxDocs=42306)
               0.014597794 = queryNorm
             0.3271986 = fieldWeight in 1923, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.7018294 = idf(docFreq=2837, maxDocs=42306)
               0.0625 = fieldNorm(doc=1923)
         0.18496326 = weight(abstract_txt:attributes in 1923) [ClassicSimilarity], result of:
           0.18496326 = score(doc=1923,freq=3.0), product of:
             0.27903742 = queryWeight, product of:
               3.1217122 = boost
               6.1232553 = idf(docFreq=251, maxDocs=42306)
               0.014597794 = queryNorm
             0.6628618 = fieldWeight in 1923, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.1232553 = idf(docFreq=251, maxDocs=42306)
               0.0625 = fieldNorm(doc=1923)
         0.05623934 = weight(abstract_txt:search in 1923) [ClassicSimilarity], result of:
           0.05623934 = score(doc=1923,freq=2.0), product of:
             0.17405055 = queryWeight, product of:
               3.2615073 = boost
               3.6556938 = idf(docFreq=2971, maxDocs=42306)
               0.014597794 = queryNorm
             0.3231207 = fieldWeight in 1923, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.6556938 = idf(docFreq=2971, maxDocs=42306)
               0.0625 = fieldNorm(doc=1923)
         0.3043895 = weight(abstract_txt:image in 1923) [ClassicSimilarity], result of:
           0.3043895 = score(doc=1923,freq=8.0), product of:
             0.32106978 = queryWeight, product of:
               4.1011624 = boost
               5.3629684 = idf(docFreq=538, maxDocs=42306)
               0.014597794 = queryNorm
             0.9480478 = fieldWeight in 1923, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               5.3629684 = idf(docFreq=538, maxDocs=42306)
               0.0625 = fieldNorm(doc=1923)
         0.10762595 = weight(abstract_txt:queries in 1923) [ClassicSimilarity], result of:
           0.10762595 = score(doc=1923,freq=1.0), product of:
             0.33801547 = queryWeight, product of:
               4.5451574 = boost
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.014597794 = queryNorm
             0.3184054 = fieldWeight in 1923, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.094486 = idf(docFreq=704, maxDocs=42306)
               0.0625 = fieldNorm(doc=1923)
       0.36 = coord(9/25)