Buch, Englisch, 184 Seiten, Format (B × H): 155 mm x 235 mm
22nd Principle and Practice of Data and Knowledge Acquisition Workshop, PKAW 2026, Guangzhou, China, November 17–18, 2026, Proceedings
Buch, Englisch, 184 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Lecture Notes in Computer Science
ISBN: 978-981-9281-52-7
Verlag: Springer
This book constitutes the refereed proceedings of the 22nd Principle and Practice of Data and Knowledge Acquisition Workshop, PKAW 2026, held in Guangzhou, China, during November 17-18, 2026.
The 8 full papers and 5 short papers included in this book were carefully reviewed and selected from 30 submissions. This volume PKAW has provided a forum for researchers to exchange ideas and discuss advances in knowledge acquisition, a fundamental area of Artificial Intelligence (AI). Its scope has evolved beyond traditional human-centered knowledge acquisition to encompass related areas such as knowledge engineering, knowledge management, machine learning, and data mining, reflecting the broader development of AI research.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Information Retrieval
- Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Warehouse
- Mathematik | Informatik EDV | Informatik Technische Informatik Netzwerk-Hardware
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
Weitere Infos & Material
.- Brainwave-Informed Knowledge Acquisition for HR Development.
.- TMBM: A Temporal Multi-Behavior Model for Influence Propagation in Social Networks.
.- A Collaborative Large Language Model-Guided Evolutionary Framework for Fair Multiobjective Influence Maximisation.
.- From Tables to Graph: A Unified Framework for Knowledge Graph Construction from Complex Relational Databases.
.- FactRebuild: Zero-Resource Hallucination Detection via Weighted Fact Decomposition and Question Reverse Reconstruction.
.- CD-ViewGNN: Persistence-Anchored Forecasting of Cluster-Density Dynamics in Event-Centred Discussions.
.- RoleMem: Role-Specific Multilayer Memory for Question Answering Agents in Long-Term Conversations.
.- GeoKORE: Schema-Aware LLM-based Geological Knowledge Extraction for Reliable Knowledge Graph Construction.
.- Does Concept Drift Affect SHAP Explanation Stability in Credit Scoring? Formalising the Performance–Explanation Decoupling Paradox and a Composite Governance Metric.
.- Human Reason Logs as Knowledge Acquisition Data for Reason-Visible AI-Assisted Judgment.
.- Explainable Knowledge Discovery from Historical Post-Earthquake Road Recovery Data Using XGBoost and SHAP.
.- Structuring Tacit Coaching Knowledge for AI-Assisted Sprint Feedback.
.- Dynamic Feature Purification via Lee Oscillators for Fake News Detection: An Exploratory Cross-Architecture Study.
