LEADER 05278nam 22007935 450 001 9910484061603321 005 20200706072937.0 010 $a3-662-53455-X 024 7 $a10.1007/978-3-662-53455-7 035 $a(CKB)3710000000872975 035 $a(DE-He213)978-3-662-53455-7 035 $a(MiAaPQ)EBC6297132 035 $a(MiAaPQ)EBC5591292 035 $a(Au-PeEL)EBL5591292 035 $a(OCoLC)958643235 035 $a(PPN)195511115 035 $a(EXLCZ)993710000000872975 100 $a20160909d2016 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aTransactions on Large-Scale Data- and Knowledge-Centered Systems XXVIII $eSpecial Issue on Database- and Expert-Systems Applications /$fedited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Qimin Chen 205 $a1st ed. 2016. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2016. 215 $a1 online resource (XI, 157 p. 43 illus.) 225 1 $aTransactions on Large-Scale Data- and Knowledge-Centered Systems,$x1869-1994 ;$v9940 311 $a3-662-53454-1 320 $aIncludes bibliographical references and index. 327 $aAccelerating Set Similarity Joins Using GPUs -- Divide-and-Conquer Parallelism for Learning Mixture Models -- Multistore Big Data Integration with CloudMdsQL -- Ontology Matching with Knowledge Rules -- Regularized Cost-Model Oblivious Database Tuning with Reinforcement Learning -- Workload-Aware Self-tuning Histograms for the Semantic Web. 330 $aThe LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This, the 28th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of six papers presented at the 26th International Conference on Database- and Expert-Systems Applications, DEXA 2015, held in Valencia, Spain, in September 2015. Topics covered include efficient graph processing, machine learning on big data, multistore big data integration, ontology matching, and the optimization of histograms for the Semantic Web. 410 0$aTransactions on Large-Scale Data- and Knowledge-Centered Systems,$x1869-1994 ;$v9940 606 $aDatabase management 606 $aData mining 606 $aArtificial intelligence 606 $aInformation storage and retrieval 606 $aApplication software 606 $aAlgorithms 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 615 0$aDatabase management. 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aInformation storage and retrieval. 615 0$aApplication software. 615 0$aAlgorithms. 615 14$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aInformation Storage and Retrieval. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aAlgorithm Analysis and Problem Complexity. 676 $a006.33 702 $aHameurlain$b Abdelkader$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKüng$b Josef$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWagner$b Roland$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aChen$b Qimin$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484061603321 996 $aTransactions on Large-Scale Data- and Knowledge-Centered Systems XXVIII$92830109 997 $aUNINA