-
Wu, Y.-f.B.; Li, Q.; Bot, R.S.; Chen, X.: Finding nuggets in documents : a machine learning approach (2006)
0.36
0.36450186 = sum of:
0.36450186 = product of:
1.5187578 = sum of:
0.006414749 = weight(abstract_txt:that in 290) [ClassicSimilarity], result of:
0.006414749 = score(doc=290,freq=2.0), product of:
0.030687777 = queryWeight, product of:
1.0107516 = boost
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.01283813 = queryNorm
0.20903271 = fieldWeight in 290, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.0625 = fieldNorm(doc=290)
0.021333361 = weight(abstract_txt:text in 290) [ClassicSimilarity], result of:
0.021333361 = score(doc=290,freq=2.0), product of:
0.05972939 = queryWeight, product of:
1.1513573 = boost
4.040882 = idf(docFreq=2122, maxDocs=44421)
0.01283813 = queryNorm
0.3571669 = fieldWeight in 290, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
4.040882 = idf(docFreq=2122, maxDocs=44421)
0.0625 = fieldNorm(doc=290)
0.022318477 = weight(abstract_txt:search in 290) [ClassicSimilarity], result of:
0.022318477 = score(doc=290,freq=1.0), product of:
0.09771133 = queryWeight, product of:
2.082589 = boost
3.654598 = idf(docFreq=3123, maxDocs=44421)
0.01283813 = queryNorm
0.22841237 = fieldWeight in 290, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
3.654598 = idf(docFreq=3123, maxDocs=44421)
0.0625 = fieldNorm(doc=290)
0.11134614 = weight(abstract_txt:phrases in 290) [ClassicSimilarity], result of:
0.11134614 = score(doc=290,freq=1.0), product of:
0.25920245 = queryWeight, product of:
2.937523 = boost
6.8731537 = idf(docFreq=124, maxDocs=44421)
0.01283813 = queryNorm
0.4295721 = fieldWeight in 290, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
6.8731537 = idf(docFreq=124, maxDocs=44421)
0.0625 = fieldNorm(doc=290)
0.75332904 = weight(abstract_txt:keyphrases in 290) [ClassicSimilarity], result of:
0.75332904 = score(doc=290,freq=7.0), product of:
0.48470718 = queryWeight, product of:
4.0169964 = boost
9.398883 = idf(docFreq=9, maxDocs=44421)
0.01283813 = queryNorm
1.5541941 = fieldWeight in 290, product of:
2.6457512 = tf(freq=7.0), with freq of:
7.0 = termFreq=7.0
9.398883 = idf(docFreq=9, maxDocs=44421)
0.0625 = fieldNorm(doc=290)
0.6040161 = weight(abstract_txt:keyphrase in 290) [ClassicSimilarity], result of:
0.6040161 = score(doc=290,freq=3.0), product of:
0.61069894 = queryWeight, product of:
5.2064857 = boost
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.01283813 = queryNorm
0.9890571 = fieldWeight in 290, product of:
1.7320508 = tf(freq=3.0), with freq of:
3.0 = termFreq=3.0
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.0625 = fieldNorm(doc=290)
0.24 = coord(6/25)
-
Jiang, Y.; Meng, R.; Huang, Y.; Lu, W.; Liu, J.: Generating keyphrases for readers : a controllable keyphrase generation framework (2023)
0.36
0.3596308 = sum of:
0.3596308 = product of:
1.4984617 = sum of:
0.0045359125 = weight(abstract_txt:that in 2014) [ClassicSimilarity], result of:
0.0045359125 = score(doc=2014,freq=1.0), product of:
0.030687777 = queryWeight, product of:
1.0107516 = boost
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.01283813 = queryNorm
0.14780845 = fieldWeight in 2014, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.0625 = fieldNorm(doc=2014)
0.015084964 = weight(abstract_txt:text in 2014) [ClassicSimilarity], result of:
0.015084964 = score(doc=2014,freq=1.0), product of:
0.05972939 = queryWeight, product of:
1.1513573 = boost
4.040882 = idf(docFreq=2122, maxDocs=44421)
0.01283813 = queryNorm
0.25255513 = fieldWeight in 2014, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
4.040882 = idf(docFreq=2122, maxDocs=44421)
0.0625 = fieldNorm(doc=2014)
0.01824992 = weight(abstract_txt:specific in 2014) [ClassicSimilarity], result of:
0.01824992 = score(doc=2014,freq=1.0), product of:
0.06781606 = queryWeight, product of:
1.2268243 = boost
4.305746 = idf(docFreq=1628, maxDocs=44421)
0.01283813 = queryNorm
0.26910913 = fieldWeight in 2014, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
4.305746 = idf(docFreq=1628, maxDocs=44421)
0.0625 = fieldNorm(doc=2014)
0.11134614 = weight(abstract_txt:phrases in 2014) [ClassicSimilarity], result of:
0.11134614 = score(doc=2014,freq=1.0), product of:
0.25920245 = queryWeight, product of:
2.937523 = boost
6.8731537 = idf(docFreq=124, maxDocs=44421)
0.01283813 = queryNorm
0.4295721 = fieldWeight in 2014, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
6.8731537 = idf(docFreq=124, maxDocs=44421)
0.0625 = fieldNorm(doc=2014)
0.56946325 = weight(abstract_txt:keyphrases in 2014) [ClassicSimilarity], result of:
0.56946325 = score(doc=2014,freq=4.0), product of:
0.48470718 = queryWeight, product of:
4.0169964 = boost
9.398883 = idf(docFreq=9, maxDocs=44421)
0.01283813 = queryNorm
1.1748604 = fieldWeight in 2014, product of:
2.0 = tf(freq=4.0), with freq of:
4.0 = termFreq=4.0
9.398883 = idf(docFreq=9, maxDocs=44421)
0.0625 = fieldNorm(doc=2014)
0.77978146 = weight(abstract_txt:keyphrase in 2014) [ClassicSimilarity], result of:
0.77978146 = score(doc=2014,freq=5.0), product of:
0.61069894 = queryWeight, product of:
5.2064857 = boost
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.01283813 = queryNorm
1.2768673 = fieldWeight in 2014, product of:
2.236068 = tf(freq=5.0), with freq of:
5.0 = termFreq=5.0
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.0625 = fieldNorm(doc=2014)
0.24 = coord(6/25)
-
Medelyan, O.; Witten, I.H.: Domain-independent automatic keyphrase indexing with small training sets (2008)
0.28
0.28441218 = sum of:
0.28441218 = product of:
1.0157578 = sum of:
0.008018437 = weight(abstract_txt:that in 2871) [ClassicSimilarity], result of:
0.008018437 = score(doc=2871,freq=2.0), product of:
0.030687777 = queryWeight, product of:
1.0107516 = boost
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.01283813 = queryNorm
0.2612909 = fieldWeight in 2871, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.078125 = fieldNorm(doc=2871)
0.0228124 = weight(abstract_txt:specific in 2871) [ClassicSimilarity], result of:
0.0228124 = score(doc=2871,freq=1.0), product of:
0.06781606 = queryWeight, product of:
1.2268243 = boost
4.305746 = idf(docFreq=1628, maxDocs=44421)
0.01283813 = queryNorm
0.3363864 = fieldWeight in 2871, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
4.305746 = idf(docFreq=1628, maxDocs=44421)
0.078125 = fieldNorm(doc=2871)
0.026020622 = weight(abstract_txt:method in 2871) [ClassicSimilarity], result of:
0.026020622 = score(doc=2871,freq=1.0), product of:
0.07403385 = queryWeight, product of:
1.2818325 = boost
4.4988065 = idf(docFreq=1342, maxDocs=44421)
0.01283813 = queryNorm
0.35146925 = fieldWeight in 2871, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
4.4988065 = idf(docFreq=1342, maxDocs=44421)
0.078125 = fieldNorm(doc=2871)
0.027898096 = weight(abstract_txt:search in 2871) [ClassicSimilarity], result of:
0.027898096 = score(doc=2871,freq=1.0), product of:
0.09771133 = queryWeight, product of:
2.082589 = boost
3.654598 = idf(docFreq=3123, maxDocs=44421)
0.01283813 = queryNorm
0.28551546 = fieldWeight in 2871, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
3.654598 = idf(docFreq=3123, maxDocs=44421)
0.078125 = fieldNorm(doc=2871)
0.13918267 = weight(abstract_txt:phrases in 2871) [ClassicSimilarity], result of:
0.13918267 = score(doc=2871,freq=1.0), product of:
0.25920245 = queryWeight, product of:
2.937523 = boost
6.8731537 = idf(docFreq=124, maxDocs=44421)
0.01283813 = queryNorm
0.53696513 = fieldWeight in 2871, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
6.8731537 = idf(docFreq=124, maxDocs=44421)
0.078125 = fieldNorm(doc=2871)
0.35591453 = weight(abstract_txt:keyphrases in 2871) [ClassicSimilarity], result of:
0.35591453 = score(doc=2871,freq=1.0), product of:
0.48470718 = queryWeight, product of:
4.0169964 = boost
9.398883 = idf(docFreq=9, maxDocs=44421)
0.01283813 = queryNorm
0.73428774 = fieldWeight in 2871, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
9.398883 = idf(docFreq=9, maxDocs=44421)
0.078125 = fieldNorm(doc=2871)
0.43591112 = weight(abstract_txt:keyphrase in 2871) [ClassicSimilarity], result of:
0.43591112 = score(doc=2871,freq=1.0), product of:
0.61069894 = queryWeight, product of:
5.2064857 = boost
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.01283813 = queryNorm
0.71379054 = fieldWeight in 2871, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.078125 = fieldNorm(doc=2871)
0.28 = coord(7/25)
-
Jones, S.; Paynter, G.W.: Automatic extractionof document keyphrases for use in digital libraries : evaluations and applications (2002)
0.26
0.2613587 = sum of:
0.2613587 = product of:
1.3067935 = sum of:
0.012829498 = weight(abstract_txt:that in 1601) [ClassicSimilarity], result of:
0.012829498 = score(doc=1601,freq=8.0), product of:
0.030687777 = queryWeight, product of:
1.0107516 = boost
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.01283813 = queryNorm
0.41806543 = fieldWeight in 1601, product of:
2.828427 = tf(freq=8.0), with freq of:
8.0 = termFreq=8.0
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.0625 = fieldNorm(doc=1601)
0.020128742 = weight(abstract_txt:tools in 1601) [ClassicSimilarity], result of:
0.020128742 = score(doc=1601,freq=1.0), product of:
0.072394066 = queryWeight, product of:
1.2675573 = boost
4.448705 = idf(docFreq=1411, maxDocs=44421)
0.01283813 = queryNorm
0.27804407 = fieldWeight in 1601, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
4.448705 = idf(docFreq=1411, maxDocs=44421)
0.0625 = fieldNorm(doc=1601)
0.027329134 = weight(abstract_txt:identify in 1601) [ClassicSimilarity], result of:
0.027329134 = score(doc=1601,freq=1.0), product of:
0.088765144 = queryWeight, product of:
1.4035805 = boost
4.9261017 = idf(docFreq=875, maxDocs=44421)
0.01283813 = queryNorm
0.30788136 = fieldWeight in 1601, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
4.9261017 = idf(docFreq=875, maxDocs=44421)
0.0625 = fieldNorm(doc=1601)
0.75332904 = weight(abstract_txt:keyphrases in 1601) [ClassicSimilarity], result of:
0.75332904 = score(doc=1601,freq=7.0), product of:
0.48470718 = queryWeight, product of:
4.0169964 = boost
9.398883 = idf(docFreq=9, maxDocs=44421)
0.01283813 = queryNorm
1.5541941 = fieldWeight in 1601, product of:
2.6457512 = tf(freq=7.0), with freq of:
7.0 = termFreq=7.0
9.398883 = idf(docFreq=9, maxDocs=44421)
0.0625 = fieldNorm(doc=1601)
0.49317712 = weight(abstract_txt:keyphrase in 1601) [ClassicSimilarity], result of:
0.49317712 = score(doc=1601,freq=2.0), product of:
0.61069894 = queryWeight, product of:
5.2064857 = boost
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.01283813 = queryNorm
0.80756176 = fieldWeight in 1601, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.0625 = fieldNorm(doc=1601)
0.2 = coord(5/25)
-
Martín-Moncunill, D.; García-Barriocanal, E.; Sicilia, M.-A.; Sánchez-Alonso, S.: Evaluating the practical applicability of thesaurus-based keyphrase extraction in the agricultural domain : insights from the VOA3R project (2015)
0.19
0.19235401 = sum of:
0.19235401 = product of:
1.2022126 = sum of:
0.006414749 = weight(abstract_txt:that in 3106) [ClassicSimilarity], result of:
0.006414749 = score(doc=3106,freq=2.0), product of:
0.030687777 = queryWeight, product of:
1.0107516 = boost
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.01283813 = queryNorm
0.20903271 = fieldWeight in 3106, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
2.3649352 = idf(docFreq=11344, maxDocs=44421)
0.0625 = fieldNorm(doc=3106)
0.022318477 = weight(abstract_txt:search in 3106) [ClassicSimilarity], result of:
0.022318477 = score(doc=3106,freq=1.0), product of:
0.09771133 = queryWeight, product of:
2.082589 = boost
3.654598 = idf(docFreq=3123, maxDocs=44421)
0.01283813 = queryNorm
0.22841237 = fieldWeight in 3106, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
3.654598 = idf(docFreq=3123, maxDocs=44421)
0.0625 = fieldNorm(doc=3106)
0.56946325 = weight(abstract_txt:keyphrases in 3106) [ClassicSimilarity], result of:
0.56946325 = score(doc=3106,freq=4.0), product of:
0.48470718 = queryWeight, product of:
4.0169964 = boost
9.398883 = idf(docFreq=9, maxDocs=44421)
0.01283813 = queryNorm
1.1748604 = fieldWeight in 3106, product of:
2.0 = tf(freq=4.0), with freq of:
4.0 = termFreq=4.0
9.398883 = idf(docFreq=9, maxDocs=44421)
0.0625 = fieldNorm(doc=3106)
0.6040161 = weight(abstract_txt:keyphrase in 3106) [ClassicSimilarity], result of:
0.6040161 = score(doc=3106,freq=3.0), product of:
0.61069894 = queryWeight, product of:
5.2064857 = boost
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.01283813 = queryNorm
0.9890571 = fieldWeight in 3106, product of:
1.7320508 = tf(freq=3.0), with freq of:
3.0 = termFreq=3.0
9.1365185 = idf(docFreq=12, maxDocs=44421)
0.0625 = fieldNorm(doc=3106)
0.16 = coord(4/25)