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Full Description
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.
Contents
.- 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.
