LEADER 07384nam 22006615 450 001 9910887890003321 005 20251113181743.0 010 $a981-9777-07-0 024 7 $a10.1007/978-981-97-7707-5 035 $a(MiAaPQ)EBC31680972 035 $a(Au-PeEL)EBL31680972 035 $a(CKB)35895643900041 035 $a(DE-He213)978-981-97-7707-5 035 $a(EXLCZ)9935895643900041 100 $a20240917d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aWeb Information Systems and Applications $e21st International Conference, WISA 2024, Yinchuan, China, August 2?4, 2024, Proceedings /$fedited by Cheqing Jin, Shiyu Yang, Xuequn Shang, Haofen Wang, Yong Zhang 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (624 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14883 311 08$a981-9777-06-2 327 $a -- Knowledge Construction. -- Iterative Transfer Knowledge Distillation and Channel Pruning for Unsupervised Cross-domain Compression. -- Aspect-based Sentiment Classification Model Based on Multi-View Information Fusion. -- GTGNN: Global graph and taxonomy tree for Graph Neural Network session-based recommendation. -- Dual Learning Model of Code Summary and Generation based on Transformer. -- Relation-Oriented Temporal Knowledge Graphs Completion Based on Recurrent Neural Network. -- MMPDRec:A Denoising Model for Knowledge Concepts Recommendation Using Metapaths. -- SPR: A Similar Projection Revisor for Complex Logical Reasoning over Knowledge Graphs. -- An Generative Entity-Relation Extraction Model based on UIE for Legal Text. -- Uncertain Knowledge Graph Completion with Rule Mining. -- Intelligent Service. -- MAGAN: Mode Information and Attention-based GAN for Realistic Time Series Data Synthesis. -- A Study on Context-Matching-Based Joint Training for Chinese Coreference Resolution. -- DFCDR: Domain-aware Feature Decoupling and Fusion for Cross-Domain Recommendation. -- Two-Stage Enhancement for Recommendation Systems Based on Contrastive Learning. -- Popularity-aware Graph Neural Network with Global Context for Session-based Recommendation. -- Enhancing Sentiment Analysis for Chinese Texts Using a BERT-Based Model with a Custom Attention Mechanism. -- Contrastive Learning-Based Cross-Domain Data Augmentation for Aspect-Based Sentiment Analysis. -- Intelligent Computing. -- A Dynamic Convergence Criterion for Fast K-means Computations. -- Efficient p-Biclique Query on Large Bipartite Networks. -- High-dimensional Nearest Neighbor Search-based Blocking in Entity Resolution. -- Top-k Collective Spatial Keyword Approximate Query. -- SMSRD: A Streaming Graph Data Management System Based on Relational Database. -- PLIS: Persistent Learned Index for Strings. -- Dataset Construction for Fine-grained Emotion Analysis in Catering Review Data. -- Database Parameters Tuning via Bayesian Optimization with Domain Knowledge. -- Attribute Multiplex Network Graph Clustering: Joint Contrastive And High-order Proximity. -- Reliable Community Search over Dynamic Bipartite Graphs. -- A Hierarchical Structure Explanation Method for Complex Tables. -- Large Language Model. -- Low-Parameter Federated Learning with Large Language Models. -- The Journey of Language Models in Understanding Natural Language. -- Instruction Tuning Large Language Models for Multimodal Relation Extraction Using LoRA. -- Instruction Tuning with LLMs for Programming Exercise Generation. -- Security. -- A Blockchain-Based Dynamic Symmetric Searchable Encryption Scheme for Sharing Elderly Health Data. -- Enhancing Medical Data Sharing with an Attribute-Based Dynamic Verifiable Searchable Encryption Scheme Using Blockchain. -- Principal Component Analysis Scheme Based on Homomorphic Encryption in a Distributed Environment. -- Secure Reinsurance Data Sharing Scheme Based on Blockchain and Multi-Level Attribute-Based Encryption. -- Information System Applications. -- Prediction Method of Type 2 Diabetes Mellitus Based on a Combination of Hybrid Feature Selection and Random Forest. -- Named Entity Recognition Using EHealth-Bilstm-CRF Combine With Muti-Head Self-Attention for Chinese Medical Information. -- AGNE: Attentional Graph Convolutional Network Embedding for Knowledge Concept Recommendation in MOOCs. -- Sepsis Mortality Prediction with Electronic Health Records Based on Sequential and Attention-based Models. -- Alleviating Collapsing Problem in Policy Topic Discovery via Soft Clustering-based Regulation. -- Attention-based Spatial-Temporal Fusion Networks for Traffic Flow Prediction. -- Detection Model of News Distortion Based on Chinese-German Bilingual Knowledge Graphs. -- Knowledge-aware Self-Supervised Educational Resources Recommendation. -- JEAPC: A Joint Extraction Model of Action Sequence from Chinese Instructions for Home Service Robot. -- Spatio-Temporal Motion Topology Aware Graph Convolutional Network for Skeleton-based Action Recognition. -- Breast mass classification in mammograms based on the fusion of traditional and deep features. -- TRoute: Dynamic Time-dependent Route Recommendation on Road Networks. -- MGCNet: A Multi-scale Grouped Convolution-based Seal Detection Method for Painting and Calligraphy Works. -- The International Academic Map of AI Researches ?Situation and Trend Exploration Based on WOS Database. -- Enhancing Online Education Assessment: A Blockchain - Powered Reliable Behavior Indicator Assessment Framework. 330 $aThis book constitutes the refereed proceedings of the 21st International Conference on Web Information Systems and Applications, WISA 2024, held in Yinchuan, China, during August 2?4, 2024. The 39 full papers and 11 short papers presented in this book were carefully selected and reviewed from 193 submissions. These papers have been organized in the following topical sections: Knowledge construction; Intelligent service; Intelligent computing; Large language model; Security; Information system applications. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v14883 606 $aArtificial intelligence 606 $aData mining 606 $aDatabase management 606 $aApplication software 606 $aArtificial Intelligence 606 $aData Mining and Knowledge Discovery 606 $aDatabase Management 606 $aComputer and Information Systems Applications 615 0$aArtificial intelligence. 615 0$aData mining. 615 0$aDatabase management. 615 0$aApplication software. 615 14$aArtificial Intelligence. 615 24$aData Mining and Knowledge Discovery. 615 24$aDatabase Management. 615 24$aComputer and Information Systems Applications. 676 $a006.3 700 $aJin$b Cheqing$01769646 701 $aYang$b Shiyu$01428069 701 $aShang$b Xuequn$01769647 701 $aWang$b Haofen$01434694 701 $aZhang$b Yong$0464541 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910887890003321 996 $aWeb Information Systems and Applications$94241410 997 $aUNINA