LEADER 05003nam 22007815 450 001 9910585790603321 005 20251113200815.0 010 $a3-031-10983-X 024 7 $a10.1007/978-3-031-10983-6 035 $a(MiAaPQ)EBC7046589 035 $a(Au-PeEL)EBL7046589 035 $a(CKB)24267879200041 035 $a(PPN)26389732X 035 $a(OCoLC)1336955116 035 $a(DE-He213)978-3-031-10983-6 035 $a(EXLCZ)9924267879200041 100 $a20220719d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aKnowledge Science, Engineering and Management $e15th International Conference, KSEM 2022, Singapore, August 6?8, 2022, Proceedings, Part I /$fedited by Gerard Memmi, Baijian Yang, Linghe Kong, Tianwei Zhang, Meikang Qiu 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (778 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13368 311 08$aPrint version: Memmi, Gerard Knowledge Science, Engineering and Management Cham : Springer International Publishing AG,c2022 9783031109829 320 $aIncludes bibliographical references and index. 327 $aKnowledge Science with Learning and AI (KSLA) -- A decoupled YOLOv5 with deformable convolution and multi-scale attention -- OTE: An Optimized Chinese Short Text Matching Algorithm based on External Knowledge -- KIR: A Knowledge­-enhanced Interpretable Recommendation Method -- ICKEM: a tool for estimating one's understanding of conceptual knowledge -- Cross-perspective Graph Contrastive Learning -- A Multi-scale Convolution and Gated Recurrent Unit Based Network for Limit Order Book Prediction -- Pre-train Unified Knowledge Graph Embedding with Ontology -- Improving Dialogue Generation with Commonsense Knowledge Fusion and Selection -- A Study of Event Multi-triple Extraction Methods Based on Edge-Enhanced Graph Convolution Networks -- Construction Research and Applications of Industry Chain Knowledge Graphs -- Query and Neighbor-aware Reasoning based Multi-hop Question Answering over Knowledge Graph -- Question Answering over Knowledge Graphs with Query Path Generation -- Improving ParkingOccupancy Prediction in Poor Data Conditions through Customization and Learning to Learn -- Knowledge Concept Recommender Based on Structure Enhanced Interaction Graph Neural Network -- Answering Complex Questions on Knowledge Graphs -- Multi-Attention User Information Based Graph Convolutional Networks for Explainable Recommendation -- Edge-shared GraphSAGE: A New Method of Buffer Calculation for Parallel Management of Big Data Project Schedule. 330 $aThe three-volume sets constitute the refereed proceedings of the 15th International Conference on Knowledge Science, Engineering and Management, KSEM 2022, held in Singapore, during August 6?8, 2022. The 169 full papers presented in these proceedings were carefully reviewed and selected from 498 submissions. The papers are organized in the following topical sections: Volume I: Knowledge Science with Learning and AI (KSLA) Volume II: Knowledge Engineering Research and Applications (KERA) Volume III: Knowledge Management with Optimization and Security (KMOS). 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13368 606 $aArtificial intelligence 606 $aData structures (Computer science) 606 $aInformation theory 606 $aApplication software 606 $aComputer science 606 $aInformation technology$xManagement 606 $aSocial sciences$xData processing 606 $aArtificial Intelligence 606 $aData Structures and Information Theory 606 $aComputer and Information Systems Applications 606 $aTheory of Computation 606 $aComputer Application in Administrative Data Processing 606 $aComputer Application in Social and Behavioral Sciences 615 0$aArtificial intelligence. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 0$aApplication software. 615 0$aComputer science. 615 0$aInformation technology$xManagement. 615 0$aSocial sciences$xData processing. 615 14$aArtificial Intelligence. 615 24$aData Structures and Information Theory. 615 24$aComputer and Information Systems Applications. 615 24$aTheory of Computation. 615 24$aComputer Application in Administrative Data Processing. 615 24$aComputer Application in Social and Behavioral Sciences. 676 $a006.312 676 $a006.33 702 $aMemmi$b Gerard 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910585790603321 996 $aKnowledge Science, Engineering and Management$9772454 997 $aUNINA