Formatting Guide
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2026 Key Topic of Knowledge Management Forum:
1. Re-examining the Fundamental Theoretical Issues of Knowledge Management in the AI Era
2. Reflection on and Reconstruction of Knowledge Management Theory in the AI Environment
3. New Paradigms and Implementation Paths for Knowledge Management Driven by Digital–Intelligent Integration
4. Research on Knowledge Management Transformation in the Digital–Intelligent Era
5. Research on AI-Driven Knowledge Management Application Scenarios and Associated Risks
6. Generative AI–Driven Knowledge Innovation
7. Research on Knowledge Management Innovation Driven by AI Agents
8. The Impact of Human–AI Collaboration on Knowledge Management Theory and Practice
9. Research on the Impact of Artificial Intelligence on Knowledge Management Practitioners
10. Formation Mechanisms and Guidance Strategies of Scholarly Knowledge Behavior
11. The Roles and Functions of AI in Knowledge Production under Different Contexts
12. Knowledge Auditing Based on Large Language Models
13. Research and Practice on Organizational Knowledge Governance in the Context of Generative AI
14. Research on the Explainability and Transparency of AIGC
15. Governance of AI Applications in Knowledge Management Systems
16. Next-Generation Evolution of Retrieval-Augmented Generation (RAG)
17. Research on the Standardization of AIGC Annotation
18. Application of Knowledge Organization Theories and Methods in High-Quality Dataset Annotation
19. Knowledge Structuring for Machines and Humans Based on Technologies such as Knowledge Graphs and Semantic Models
20. AI Large Model–Based Automated Knowledge Acquisition and Discourse Recommendation
21. AI-Driven Mining of Organizational Tacit Knowledge
22. Knowledge Mining and Knowledge Sharing Empowered by Large Language Models
23. Long-Term Preservation of Multimodal Research Data and Knowledge Rediscovery
24. Practice and Application of Knowledge Extraction and Knowledge System Agents
25. Mechanisms of Knowledge Exchange and Collaboration Among Multi-Agent Systems
26. Research on the Characteristics, Detection Methods, and Applications of AI-Generated Content
27. Research on Predicting Breakthrough Scientific Innovation Based on Nonlinear Knowledge Fusion
28. Mining Technological Innovation Pathways for Scenario-Oriented Applications
29. Artificial Intelligence–Assisted Improvement of Patent Application Quality
30. Identification of Key Technological Issues in Specific Fields Based on Integrated Policy and Patent Analysis
31. Research on Risk Identification and Control Based on Knowledge Graphs
32. Research on Physician–Patient Group Discovery and Knowledge Recommendation in Online Health Communities
33. Research on Online Doctor Recommendation Integrating Temporal Knowledge Graphs and Graph Attention Mechanisms
34. Knowledge Management for the Elderly Empowered by Digital–Intelligent Technologies
35. Research on the Relationship Between “Human” and “Intelligent” Elements in Knowledge Management Practices
36. The Logic of Enterprise Knowledge Reconstruction in the Era of Human–Machine Coordination
37. Research on Implementation Planning Methods and Pathways for AI-Oriented Knowledge Management (AI4KM)
38. Enterprise Applications of AI and Knowledge Management Practices
39. Research on Enterprise Knowledge Management and Knowledge Management Performance
40. Panoramic Insight into the Maturity of Knowledge Management in Chinese Enterprises and Future Trends
