LEADER 04810 am 22009253u 450 001 9910293146803321 005 20230125182002.0 010 $a3-642-31830-4 024 7 $a10.1007/978-3-642-31830-6 035 $a(CKB)3400000000085381 035 $a(SSID)ssj0000697459 035 $a(PQKBManifestationID)11481986 035 $a(PQKBTitleCode)TC0000697459 035 $a(PQKBWorkID)10690324 035 $a(PQKB)11566111 035 $a(DE-He213)978-3-642-31830-6 035 $a(MiAaPQ)EBC3071053 035 $a(MiAaPQ)EBC6422610 035 $a(Au-PeEL)EBL6422610 035 $a(OCoLC)798652496 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/32977 035 $a(PPN)168320436 035 $a(EXLCZ)993400000000085381 100 $a20120626d2012 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aBisociative Knowledge Discovery$b[electronic resource] $eAn Introduction to Concept, Algorithms, Tools, and Applications /$fedited by Michael R. Berthold 205 $a1st ed. 2012. 210 $aCham$cSpringer Nature$d2012 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012. 215 $a1 online resource (IX, 485 p. 146 illus.) 225 1 $aLecture Notes in Artificial Intelligence ;$v7250 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-31829-0 320 $aIncludes bibliographical references and index. 330 $aModern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied originates from one domain.   The focus of this book, and the BISON project from which the contributions originate, is a network-based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of seeking well-defined global or local patterns, the aim was to find domain-bridging associations. These are particularly interesting if they are sparse and have not been encountered before.   The 32 contributions presented in this state-of-the-art survey, together with a detailed introduction to the book, are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation.  . 410 0$aLecture Notes in Artificial Intelligence ;$v7250 606 $aArtificial intelligence 606 $aData mining 606 $aApplication software 606 $aUser interfaces (Computer systems) 606 $aPattern recognition 606 $aComputer communication systems 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aUser Interfaces and Human Computer Interaction$3https://scigraph.springernature.com/ontologies/product-market-codes/I18067 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022 610 $aArtificial Intelligence (incl. Robotics) 610 $aData Mining and Knowledge Discovery 610 $aInformation Systems Applications (incl. Internet) 610 $aUser Interfaces and Human Computer Interaction 610 $aPattern Recognition 610 $aComputer Communication Networks 615 0$aArtificial intelligence. 615 0$aData mining. 615 0$aApplication software. 615 0$aUser interfaces (Computer systems). 615 0$aPattern recognition. 615 0$aComputer communication systems. 615 14$aArtificial Intelligence. 615 24$aData Mining and Knowledge Discovery. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aUser Interfaces and Human Computer Interaction. 615 24$aPattern Recognition. 615 24$aComputer Communication Networks. 676 $a006.3/12 700 $aBerthold$b Michael R$4auth$0133096 702 $aBerthold$b Michael R$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910293146803321 996 $aBisociative Knowledge Discovery$93358286 997 $aUNINA