Knowledge and Systems Sciences -

Knowledge and Systems Sciences

23rd International Symposium, KSS 2024, Hobart, TAS, Australia, November 16–17, 2024, Proceedings
Buch | Softcover
346 Seiten
2024 | 2024 ed.
Springer Nature Switzerland AG (Verlag)
978-981-96-0177-6 (ISBN)
80,24 inkl. MwSt
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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. Knowledge technologies and systems engineering;

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.

.- 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.

Erscheinungsdatum
Reihe/Serie Communications in Computer and Information Science
Zusatzinfo 109 Illustrations, color; 28 Illustrations, black and white; XIX, 346 p. 137 illus., 109 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte Big Data • complex networks • Complex system modeling • Data Mining • Decision Support Systems • Deep learning • Knowledge graph • knowledge management • knowledge techlohogy • Large Language Models • machine learning • model-based systems engineering • Natural Language Processing • Opinion Dynamics • Opinion Mining • social media oriented knowledge discovery • Text Mining
ISBN-10 981-96-0177-0 / 9819601770
ISBN-13 978-981-96-0177-6 / 9789819601776
Zustand Neuware
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