This proceedings constitutes selected papers from the Workshops KGMA, SemiBDMA, MADM, AIEDM and STBDM which were held in conjunction with APWeb-WAIM 2024 which took place in Jinhua, China, August 30–September 1, 2024.The 28 full papers presented were carefully reviewed and selected from 49 submissions.

.- KGMA Workshop. .- Approximating Temporal Katz Centrality with Methods. .- LLM for Uniform Information Extraction using Multi-task Learning Optimization. .- ASM: Adaptive Subgraph Matching via Efficient Compression and Label Filter. .- SemiBDMA Workshop. .- Learning Multi-Semantic Based on Cross-Attention for Image-Text Retrieval. .- Integrated Global Semantics and Local Details for Image-text Retrieval. .- Adversarial Graph Convolutional Network Hashing for Cross-Modal Retrieval. .- FS-IGA: Feature Selection Method Based on Improved Genetic Algorithm. .- Shearlet Transform Based Multiscale Fusion Network for Image Super Resolution. .- Application of Segmental-based Transfinite Mapping Method for Quadrilateral Mesh Generation of Complex Domain. .- Augmenting Knowledge Tracing: Personalized Modeling by Considering Forgetting Behavior in Learning Process. .- A Time-Aware Sequential Recommendation based on Attention Mechanism. .- Integrating User Sentiment and Behavior for Explainable Recommendation. .- MADM Workshop. .- SACC: Secure-cooperative Adaptive Cruise Control for Unmanned Vehicles. .- A Systematic Mapping Study of LLM Applications in Mobile Device Research. .- Application Framework for OpenHarmony Distributed Trusted Execution Environment. .- Design and Implementation of a Multi-metric Performance Analysis Tool for Android System and its Applications. .- Towards Optimal Leakage Assessment of TVLA. .- Joint UAV Trajectory Optimization and Task Offloading in Integrated Air-Ground Networks. .- AIEDM Workshop. .- Research on Ethical Issues of Classroom Dialogue in the Era of Large Language Model. .- Adaptive Exploration: Elevating Educational Impact of Unsupervised Knowledge Graph Question Answering. .- xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network. .- RDNeRF: Radiance Distribution Guided NeRF for Floaters Removing. .- Multi-User VR Content Wireless Delivery using Motion Prediction and Adaptive Multicasting. .- MEGKT:Multi-Edge Features Enhancement for Graph-Based Knowledge Tracing. .- STBDM Workshop. .- Collaborative Inference for Adaptive DNN Pipeline-aware Alignment. .- A Unified Framework for Link Prediction on Heterogeneous Temporal Graph. .- Massive-Parallel Game of Politi. .- Multiscale Convolutional Feature Aggregation for Finegrained Image Retrieval.

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