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Full Description
This book constitutes the refereed proceedings of the 23rd International Symposium on Knowledge and Systems Sciences, KSS 2024, held in Hobart, Tasmania, Australia, during November 16-17, 2024.
The 23 full papers presented in this book were carefully reviewed and selected from 50 submissions. They are organized in the following topical sections: Complex networks and modeling; Opinion dynamics; Knowledge technologies and systems engineering; Knowledge management.
Contents
.- Complex Networks and Modeling .
.- The Temporal Structural Pattern in Scientific Collaborative Behavior from the Perspective of Complex Network.
.- The Analysis of Innovation Network in China's Hydrogen Energy Industry from the Perspective of Patents.
.- Construction and Evaluation of a Subjects Synergistic Network for Cross-regional Major Infectious Disease Emergency Response.
.- Evolution of cumulative reciprocity in structured populations.
.- Opinion Dynamics.
.- Simulating Social Network Dynamics with LLM Agents: An Analysis of Information Propagation and Echo Chambers.
.- How Public Opinion Risks in Social Hot Events Are Generated: A fsQCA Perspective.
.- Vulnerability Measurement of Social Media Users to Online Public Opinion in Emergency
Context.
.- Analyzing Replies and Interactions among Users with Different Stances: A Case Study of the Russia Ukraine Conflict.
.- Explainable Machine Learning-based Research on Key Factors in the Formation of Public Opinion on Similar Events.
.- Knowledge Technologies and Systems Engineering.
.- UMCap: User Memory Augmented Method for Personalized Image Descriptions.
.- Research on the Construction Method of Island Chain Knowledge Graph.
.- A Knowledge and Data Driven Method for Air Combat Intention Recognition.
.- Model-Based Systems Engineering Supporting Architecture Modeling of Air Traffic Management System and Model Verifying Based on SMT.
.- Mission Modeling for the Perseverance Rover based on KARMA Language.
.- Social Media oriented Fake News Detection based on Social Context and Cascade Graph.
.- Data Augmentation Using Large Language Model for Fake Review Identification.
.- Knowledge Management.
.- Digital Transformation Mechanisms for Emergency Management in Chemical Enterprises: An Industrial Agglomeration Perspective.
.- Research on the Credibility Evaluation Method of Online Medical Community Answer Content
Based on Domain Knowledge Graph.
.- A Comprehensive Framework for Sentiment Analysis and Cold-Start Recommendations in
Vietnam Hospitality Sector.
.- Mining Complementary Relationships of Items for Diversified Recommendation.
.- A Novel Two-Stage Approach for Customer Satisfaction Analysis.
.- Predicting the decision-making performance based on self-attention and long-short term memory network.
.- A Domain Knowledge-based Railway Equipment Fault Diagnosis Framework.
