Document (#26304)

Editor

Dzeroski, S. u. N. Lavrac

Title

Relational data mining

Imprint

Berlin : Springer

Year

2001

Pages

XIX,398 S

Isbn

3-540-42289-7

Abstract

As the first book devoted to relational data mining, this coherently written multi-author monograph provides a thorough introduction and systematic overview of the area. The ferst part introduces the reader to the basics and principles of classical knowledge discovery in databases and inductive logic programmeng; subsequent chapters by leading experts assess the techniques in relational data mining in a principled and comprehensive way; finally, three chapters deal with advanced applications in various fields and refer the reader to resources for relational data mining. This book will become a valuable source of reference for R&D professionals active in relational data mining. Students as well as IT professionals and ambitioned practitioners interested in learning about relational data mining will appreciate the book as a useful text and gentle introduction to this exciting new field.

Theme

Information Resources Management
Data Mining

Similar documents (content)

1. Web intelligence: research and development : First Asia-Pacific Conference, WI 2001, Maebashi City, Japan, Oct. 23-26, 2001, Proceedings (2003) 0.38

   0.38350075 = sum of:
     0.38350075 = product of:
       0.87159264 = sum of:
         0.05345787 = weight(abstract_txt:interested in 1832) [ClassicSimilarity], result of:
           0.05345787 = score(doc=1832,freq=1.0), product of:
             0.090002164 = queryWeight, product of:
               1.017141 = boost
               6.335595 = idf(docFreq=212, maxDocs=44218)
               0.013966397 = queryNorm
             0.5939621 = fieldWeight in 1832, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.335595 = idf(docFreq=212, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.015346618 = weight(abstract_txt:this in 1832) [ClassicSimilarity], result of:
           0.015346618 = score(doc=1832,freq=3.0), product of:
             0.039167 = queryWeight, product of:
               1.1621855 = boost
               2.4130175 = idf(docFreq=10762, maxDocs=44218)
               0.013966397 = queryNorm
             0.3918252 = fieldWeight in 1832, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               2.4130175 = idf(docFreq=10762, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.08313219 = weight(abstract_txt:thorough in 1832) [ClassicSimilarity], result of:
           0.08313219 = score(doc=1832,freq=1.0), product of:
             0.1208068 = queryWeight, product of:
               1.1784207 = boost
               7.3401785 = idf(docFreq=77, maxDocs=44218)
               0.013966397 = queryNorm
             0.6881417 = fieldWeight in 1832, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3401785 = idf(docFreq=77, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.03422927 = weight(abstract_txt:will in 1832) [ClassicSimilarity], result of:
           0.03422927 = score(doc=1832,freq=2.0), product of:
             0.06686163 = queryWeight, product of:
               1.2398186 = boost
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.013966397 = queryNorm
             0.5119419 = fieldWeight in 1832, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.10695454 = weight(abstract_txt:monograph in 1832) [ClassicSimilarity], result of:
           0.10695454 = score(doc=1832,freq=1.0), product of:
             0.14290409 = queryWeight, product of:
               1.2816722 = boost
               7.983315 = idf(docFreq=40, maxDocs=44218)
               0.013966397 = queryNorm
             0.7484358 = fieldWeight in 1832, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.983315 = idf(docFreq=40, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.12809475 = weight(abstract_txt:appreciate in 1832) [ClassicSimilarity], result of:
           0.12809475 = score(doc=1832,freq=1.0), product of:
             0.16116327 = queryWeight, product of:
               1.3610927 = boost
               8.478011 = idf(docFreq=24, maxDocs=44218)
               0.013966397 = queryNorm
             0.7948135 = fieldWeight in 1832, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.478011 = idf(docFreq=24, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.16008043 = weight(abstract_txt:coherently in 1832) [ClassicSimilarity], result of:
           0.16008043 = score(doc=1832,freq=1.0), product of:
             0.18698382 = queryWeight, product of:
               1.4660767 = boost
               9.131938 = idf(docFreq=12, maxDocs=44218)
               0.013966397 = queryNorm
             0.85611916 = fieldWeight in 1832, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.131938 = idf(docFreq=12, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.06680878 = weight(abstract_txt:professionals in 1832) [ClassicSimilarity], result of:
           0.06680878 = score(doc=1832,freq=1.0), product of:
             0.13156617 = queryWeight, product of:
               1.739169 = boost
               5.4164915 = idf(docFreq=533, maxDocs=44218)
               0.013966397 = queryNorm
             0.50779605 = fieldWeight in 1832, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.4164915 = idf(docFreq=533, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.0745044 = weight(abstract_txt:introduction in 1832) [ClassicSimilarity], result of:
           0.0745044 = score(doc=1832,freq=1.0), product of:
             0.14148481 = queryWeight, product of:
               1.803535 = boost
               5.616954 = idf(docFreq=436, maxDocs=44218)
               0.013966397 = queryNorm
             0.5265894 = fieldWeight in 1832, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.616954 = idf(docFreq=436, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.10214407 = weight(abstract_txt:book in 1832) [ClassicSimilarity], result of:
           0.10214407 = score(doc=1832,freq=2.0), product of:
             0.15864183 = queryWeight, product of:
               2.3389673 = boost
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.013966397 = queryNorm
             0.64386594 = fieldWeight in 1832, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
         0.04683976 = weight(abstract_txt:data in 1832) [ClassicSimilarity], result of:
           0.04683976 = score(doc=1832,freq=1.0), product of:
             0.1497518 = queryWeight, product of:
               3.2137814 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.013966397 = queryNorm
             0.31278262 = fieldWeight in 1832, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.09375 = fieldNorm(doc=1832)
       0.44 = coord(11/25)
   

2. Tonkin, E.L.; Tourte, G.J.L.: Working with text. tools, techniques and approaches for text mining (2016) 0.20

   0.19691484 = sum of:
     0.19691484 = product of:
       0.8204785 = sum of:
         0.005906916 = weight(abstract_txt:this in 4019) [ClassicSimilarity], result of:
           0.005906916 = score(doc=4019,freq=1.0), product of:
             0.039167 = queryWeight, product of:
               1.1621855 = boost
               2.4130175 = idf(docFreq=10762, maxDocs=44218)
               0.013966397 = queryNorm
             0.1508136 = fieldWeight in 4019, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4130175 = idf(docFreq=10762, maxDocs=44218)
               0.0625 = fieldNorm(doc=4019)
         0.049669605 = weight(abstract_txt:introduction in 4019) [ClassicSimilarity], result of:
           0.049669605 = score(doc=4019,freq=1.0), product of:
             0.14148481 = queryWeight, product of:
               1.803535 = boost
               5.616954 = idf(docFreq=436, maxDocs=44218)
               0.013966397 = queryNorm
             0.35105962 = fieldWeight in 4019, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.616954 = idf(docFreq=436, maxDocs=44218)
               0.0625 = fieldNorm(doc=4019)
         0.09146264 = weight(abstract_txt:chapters in 4019) [ClassicSimilarity], result of:
           0.09146264 = score(doc=4019,freq=1.0), product of:
             0.21255852 = queryWeight, product of:
               2.2105937 = boost
               6.8847027 = idf(docFreq=122, maxDocs=44218)
               0.013966397 = queryNorm
             0.43029392 = fieldWeight in 4019, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.8847027 = idf(docFreq=122, maxDocs=44218)
               0.0625 = fieldNorm(doc=4019)
         0.048151176 = weight(abstract_txt:book in 4019) [ClassicSimilarity], result of:
           0.048151176 = score(doc=4019,freq=1.0), product of:
             0.15864183 = queryWeight, product of:
               2.3389673 = boost
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.013966397 = queryNorm
             0.3035213 = fieldWeight in 4019, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.0625 = fieldNorm(doc=4019)
         0.031226505 = weight(abstract_txt:data in 4019) [ClassicSimilarity], result of:
           0.031226505 = score(doc=4019,freq=1.0), product of:
             0.1497518 = queryWeight, product of:
               3.2137814 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.013966397 = queryNorm
             0.20852174 = fieldWeight in 4019, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=4019)
         0.5940617 = weight(abstract_txt:mining in 4019) [ClassicSimilarity], result of:
           0.5940617 = score(doc=4019,freq=9.0), product of:
             0.51305425 = queryWeight, product of:
               5.948561 = boost
               6.1754265 = idf(docFreq=249, maxDocs=44218)
               0.013966397 = queryNorm
             1.1578925 = fieldWeight in 4019, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               6.1754265 = idf(docFreq=249, maxDocs=44218)
               0.0625 = fieldNorm(doc=4019)
       0.24 = coord(6/25)
   

3. Smiraglia, R.P.: ¬The elements of knowledge organization (2014) 0.19

   0.19326518 = sum of:
     0.19326518 = product of:
       0.5368477 = sum of:
         0.02963364 = weight(abstract_txt:practitioners in 1513) [ClassicSimilarity], result of:
           0.02963364 = score(doc=1513,freq=1.0), product of:
             0.086994275 = queryWeight, product of:
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.013966397 = queryNorm
             0.34063897 = fieldWeight in 1513, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.0546875 = fieldNorm(doc=1513)
         0.031183757 = weight(abstract_txt:interested in 1513) [ClassicSimilarity], result of:
           0.031183757 = score(doc=1513,freq=1.0), product of:
             0.090002164 = queryWeight, product of:
               1.017141 = boost
               6.335595 = idf(docFreq=212, maxDocs=44218)
               0.013966397 = queryNorm
             0.34647787 = fieldWeight in 1513, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.335595 = idf(docFreq=212, maxDocs=44218)
               0.0546875 = fieldNorm(doc=1513)
         0.010337104 = weight(abstract_txt:this in 1513) [ClassicSimilarity], result of:
           0.010337104 = score(doc=1513,freq=4.0), product of:
             0.039167 = queryWeight, product of:
               1.1621855 = boost
               2.4130175 = idf(docFreq=10762, maxDocs=44218)
               0.013966397 = queryNorm
             0.2639238 = fieldWeight in 1513, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               2.4130175 = idf(docFreq=10762, maxDocs=44218)
               0.0546875 = fieldNorm(doc=1513)
         0.048493784 = weight(abstract_txt:thorough in 1513) [ClassicSimilarity], result of:
           0.048493784 = score(doc=1513,freq=1.0), product of:
             0.1208068 = queryWeight, product of:
               1.1784207 = boost
               7.3401785 = idf(docFreq=77, maxDocs=44218)
               0.013966397 = queryNorm
             0.401416 = fieldWeight in 1513, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3401785 = idf(docFreq=77, maxDocs=44218)
               0.0546875 = fieldNorm(doc=1513)
         0.019967075 = weight(abstract_txt:will in 1513) [ClassicSimilarity], result of:
           0.019967075 = score(doc=1513,freq=2.0), product of:
             0.06686163 = queryWeight, product of:
               1.2398186 = boost
               3.8613079 = idf(docFreq=2528, maxDocs=44218)
               0.013966397 = queryNorm
             0.2986328 = fieldWeight in 1513, 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=1513)
         0.065167695 = weight(abstract_txt:reader in 1513) [ClassicSimilarity], result of:
           0.065167695 = score(doc=1513,freq=1.0), product of:
             0.1853527 = queryWeight, product of:
               2.0642824 = boost
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.013966397 = queryNorm
             0.35158753 = fieldWeight in 1513, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.0546875 = fieldNorm(doc=1513)
         0.11147153 = weight(abstract_txt:book in 1513) [ClassicSimilarity], result of:
           0.11147153 = score(doc=1513,freq=7.0), product of:
             0.15864183 = queryWeight, product of:
               2.3389673 = boost
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.013966397 = queryNorm
             0.70266163 = fieldWeight in 1513, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.0546875 = fieldNorm(doc=1513)
         0.047325153 = weight(abstract_txt:data in 1513) [ClassicSimilarity], result of:
           0.047325153 = score(doc=1513,freq=3.0), product of:
             0.1497518 = queryWeight, product of:
               3.2137814 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.013966397 = queryNorm
             0.31602395 = fieldWeight in 1513, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0546875 = fieldNorm(doc=1513)
         0.17326798 = weight(abstract_txt:mining in 1513) [ClassicSimilarity], result of:
           0.17326798 = score(doc=1513,freq=1.0), product of:
             0.51305425 = queryWeight, product of:
               5.948561 = boost
               6.1754265 = idf(docFreq=249, maxDocs=44218)
               0.013966397 = queryNorm
             0.33771864 = fieldWeight in 1513, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.1754265 = idf(docFreq=249, maxDocs=44218)
               0.0546875 = fieldNorm(doc=1513)
       0.36 = coord(9/25)
   

4. Kantardzic, M.: Data mining : concepts, models, methods, and algorithms (2003) 0.19

   0.1867012 = sum of:
     0.1867012 = product of:
       0.7779217 = sum of:
         0.03400544 = weight(abstract_txt:logic in 2291) [ClassicSimilarity], result of:
           0.03400544 = score(doc=2291,freq=1.0), product of:
             0.08723116 = queryWeight, product of:
               1.0013605 = boost
               6.237302 = idf(docFreq=234, maxDocs=44218)
               0.013966397 = queryNorm
             0.38983136 = fieldWeight in 2291, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.237302 = idf(docFreq=234, maxDocs=44218)
               0.0625 = fieldNorm(doc=2291)
         0.013208267 = weight(abstract_txt:this in 2291) [ClassicSimilarity], result of:
           0.013208267 = score(doc=2291,freq=5.0), product of:
             0.039167 = queryWeight, product of:
               1.1621855 = boost
               2.4130175 = idf(docFreq=10762, maxDocs=44218)
               0.013966397 = queryNorm
             0.33722946 = fieldWeight in 2291, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               2.4130175 = idf(docFreq=10762, maxDocs=44218)
               0.0625 = fieldNorm(doc=2291)
         0.049669605 = weight(abstract_txt:introduction in 2291) [ClassicSimilarity], result of:
           0.049669605 = score(doc=2291,freq=1.0), product of:
             0.14148481 = queryWeight, product of:
               1.803535 = boost
               5.616954 = idf(docFreq=436, maxDocs=44218)
               0.013966397 = queryNorm
             0.35105962 = fieldWeight in 2291, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.616954 = idf(docFreq=436, maxDocs=44218)
               0.0625 = fieldNorm(doc=2291)
         0.08340029 = weight(abstract_txt:book in 2291) [ClassicSimilarity], result of:
           0.08340029 = score(doc=2291,freq=3.0), product of:
             0.15864183 = queryWeight, product of:
               2.3389673 = boost
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.013966397 = queryNorm
             0.52571434 = fieldWeight in 2291, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.0625 = fieldNorm(doc=2291)
         0.11258876 = weight(abstract_txt:data in 2291) [ClassicSimilarity], result of:
           0.11258876 = score(doc=2291,freq=13.0), product of:
             0.1497518 = queryWeight, product of:
               3.2137814 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.013966397 = queryNorm
             0.7518358 = fieldWeight in 2291, product of:
               3.6055512 = tf(freq=13.0), with freq of:
                 13.0 = termFreq=13.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=2291)
         0.4850493 = weight(abstract_txt:mining in 2291) [ClassicSimilarity], result of:
           0.4850493 = score(doc=2291,freq=6.0), product of:
             0.51305425 = queryWeight, product of:
               5.948561 = boost
               6.1754265 = idf(docFreq=249, maxDocs=44218)
               0.013966397 = queryNorm
             0.94541526 = fieldWeight in 2291, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               6.1754265 = idf(docFreq=249, maxDocs=44218)
               0.0625 = fieldNorm(doc=2291)
       0.24 = coord(6/25)
   

5. Liu, B.: Web data mining : exploring hyperlinks, contents, and usage data (2011) 0.18

   0.18429737 = sum of:
     0.18429737 = product of:
       0.9214868 = sum of:
         0.033867016 = weight(abstract_txt:practitioners in 354) [ClassicSimilarity], result of:
           0.033867016 = score(doc=354,freq=1.0), product of:
             0.086994275 = queryWeight, product of:
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.013966397 = queryNorm
             0.3893017 = fieldWeight in 354, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.0625 = fieldNorm(doc=354)
         0.03563858 = weight(abstract_txt:interested in 354) [ClassicSimilarity], result of:
           0.03563858 = score(doc=354,freq=1.0), product of:
             0.090002164 = queryWeight, product of:
               1.017141 = boost
               6.335595 = idf(docFreq=212, maxDocs=44218)
               0.013966397 = queryNorm
             0.3959747 = fieldWeight in 354, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.335595 = idf(docFreq=212, maxDocs=44218)
               0.0625 = fieldNorm(doc=354)
         0.08340029 = weight(abstract_txt:book in 354) [ClassicSimilarity], result of:
           0.08340029 = score(doc=354,freq=3.0), product of:
             0.15864183 = queryWeight, product of:
               2.3389673 = boost
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.013966397 = queryNorm
             0.52571434 = fieldWeight in 354, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.856341 = idf(docFreq=934, maxDocs=44218)
               0.0625 = fieldNorm(doc=354)
         0.082617566 = weight(abstract_txt:data in 354) [ClassicSimilarity], result of:
           0.082617566 = score(doc=354,freq=7.0), product of:
             0.1497518 = queryWeight, product of:
               3.2137814 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.013966397 = queryNorm
             0.55169666 = fieldWeight in 354, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=354)
         0.68596333 = weight(abstract_txt:mining in 354) [ClassicSimilarity], result of:
           0.68596333 = score(doc=354,freq=12.0), product of:
             0.51305425 = queryWeight, product of:
               5.948561 = boost
               6.1754265 = idf(docFreq=249, maxDocs=44218)
               0.013966397 = queryNorm
             1.3370191 = fieldWeight in 354, product of:
               3.4641016 = tf(freq=12.0), with freq of:
                 12.0 = termFreq=12.0
               6.1754265 = idf(docFreq=249, maxDocs=44218)
               0.0625 = fieldNorm(doc=354)
       0.2 = coord(5/25)