TY - BOOK AU - Jin,Cheqing AU - Yang,Shiyu AU - Shang,Xuequn AU - Wang,Haofen AU - Zhang,Yong ED - SpringerLink (Online service) TI - Web Information Systems and Applications: 21st International Conference, WISA 2024, Yinchuan, China, August 2-4, 2024, Proceedings T2 - Lecture Notes in Computer Science, SN - 9789819777075 AV - Q334-342 U1 - 006.3 23 PY - 2024/// CY - Singapore PB - Springer Nature Singapore, Imprint: Springer KW - Artificial intelligence KW - Data mining KW - Database management KW - Application software KW - Artificial Intelligence KW - Data Mining and Knowledge Discovery KW - Database Management KW - Computer and Information Systems Applications N1 - -- 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 N2 - This 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 UR - http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-981-97-7707-5 ER -