Zhang / Tung / Zheng Web and Big Data. APWeb-WAIM 2024 International Workshops

KGMA 2024, SemiBDMA 2024, MADM 2024, AIEDM 2024 and STBDM 2024, Jinhua, China, August 30 - September 1,2024, Proceedings.
Erscheinungsjahr 2025
ISBN: 978-981-960055-7
Verlag: Springer Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 2246, 350 Seiten, eBook

Reihe: Communications in Computer and Information Science

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. the five workshops accepted a total of 28 papers, marking an acceptance rate of 57.14%. Each submission has been peer-reviewed by 3-4 reviewers. The five workshops were as follows:

1. The 

7th

 International Workshop on Knowledge Graph Management and Applications (KGMA 2024).

2. The 6th International Workshop on Semi-structured Big Data Management and Applications (

SemiBDMA 2024

).

3. The 1st International Workshop on Mobile Applications and Data Management (MADM 2024).

4. The 1st International Workshop on Artificial Intelligence in Education and Educational Data Mining (

AIEDM 2024

).

5. The 1st International Workshop on Spatio-Temporal Big Data Management (STBDM 2024).

Zielgruppe

Research

Autoren/Hrsg.

Zhang, Wenjie

Tung, Anthony

Zheng, Zhonglong

Yang, Zhengyi

Wang, Xiaoyang

Guo, Hongjie

Inhaltsverzeichnis

.- 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.