Knowledge and Systems Sciences
Description
This book constitutes the refereed proceedings of the 24th International Symposium on Knowledge and Systems Sciences, KSS 2025, held in Kitakyushu, Japan, during November 28 - December 1, 2025.
The 29 full papers presented in this book were carefully reviewed and selected from 74 submissions.
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Content
Knowledge Management.
.- Semantic Description Framework of Institutional Authority File based on Knowledge Organization System.
.- Computing XAI User'S Revealed Preferences: An argumentation-based Approach.
.- Epidemic Scenario Construction for Major Epidemics in Communities: Driven by Hazard-Affected Body Dynamics.
.- Resource Expectation, Collaborative Behavioral Patterns and Human-Bot Collaborative Relationships: A Social Exchange Perspective on Online Knowledge Communities.
.- Developing Cross-Regional Expert Agents through Domain Knowledge Integration in the Guangdong-Hong Kong-Macao Greater Bay Area.
.- A Knowledge Graph Framework for Purpose-Driven Privacy Policy Compliance Auditing.
Machine Learning and Knowledge Engineering.
.- HeritageTransNet: A Hybrid CNN-Transformer Framework for Automated Digital Restoration of Ancient Chinese Caihua.
.- GAT-ADASYN: A Graph Attention-Guided Adaptive Oversampling Method.
.- LLMTest: Combining Symbolic Execution and LLM Capabilities for Commutativity Test of Reduce Functions.
.- BBOD-CAD: Bounding Box Reconstruction and Cross-Block Boundary Fusion Method.
.- A Stacking-Based Machine Learning Approach for Early Gastric Cancer Subtype Prediction.
.- Design of an SiC All-MOSFET Voltage Reference Using Neural Network Modeling.
.- Hard Disk Failure Prediction Based on Improved Generative Adversarial Network.
.- Combination of Deep Reinforcement Learning and Supervised Learning Method for Credit Card Fraud Detection.
Knowledge Discovery for Social Systems.
.- Research on Mining Citizen Major Concerns and Government Response Characteristics Based on Large Language Models: A Case Study of the "Leaders' Message Board" Online Political Inquiry Platform on People's Daily Online.
.- Systematic Measurement of Carbon Emissions and Influencing Factors Decomposition for China's Tourism Industry: A New Measurement System and Decomposition Framework.
.- Multimodal Fake News Detection Method Based on Multi-granularity Feature Collaborative Learning.
.- Research on Risk Assessment of Energy Saving Renovation Projects in Hotel Buildings under EMC Mode.
.- Unveiling Electric Vehicle Traffic Accident Risks: A Data-Driven Analysis of Accident Severity and Key Influencing Factors.
.- Beyond Matrix Factorization: Deep Neural Network Embeddings for Hotel Recommendation.
.- Exploring Taxi Trip Characteristics Connecting to Public Transit Stations using GPS Big Data: A Case Study of Bangkok.
.- Semantic Model-Based System Engineering Supporting Mission Engineering Modeling.
.- Intelligent Path Planning for Off-Road Navigation: A Q-Learning Approach with Terrain and Distance Optimization.
.- Multimodal Fake News Detection based on Crossmodal Attention and Contrastive Learning.
Dynamics on Complex Social Systems.
.- An Agent-Based Simulation Framework for Misinformation Susceptibility Test with LLMs: Insights from Psychological Factors.
.- Exploiting Evolutionary Strategies to Prevail in Iterated Prisoner's Dilemma Games.
.- Dynamic Evolution Analysis of Network Public Opinion in Emergencies from the Perspective of Information Ecology.
.- Multi-Factor Coupling Risk Assessment of Water Distribution Networks Integrating the N-K Model and Random Forest.
.- Beyond the Face: Enhancing Interview Decision Prediction by Fusing Personality Traits with Facial Features.
