From Stability to Agility: Rethinking Change Management in Knowledge Graphs
KGC 2025
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1h 10m
Moderator
Mike Pool, Bloomberg
Panelist
Jesus Barrasa, Neo4j, Field CTO for AI
Mark Wallace, Semantic Arts, President and Ontologist
Nikos Trokanas, Scania, Ontology Architect
Peter Crocker, Oxford Semantic Technologies, CEO and co-founder
As knowledge graphs gain widespread adoption across industries, organizations are realizing their transformative value. However, a critical challenge remains: managing change in evolving knowledge models. As knowledge graphs continuously grow and evolve, changes can range from minor updates to breaking modifications that impact downstream applications. While traditional versioning approaches like Git may work in controlled settings, they often fall short in complex, production-grade environments where ontologies and full-scale knowledge graphs power hundreds of interconnected applications.
This panel brings together experts who have tackled change management in knowledge graphs from diverse perspectives and across various industries. Through an engaging discussion, panelists will explore key challenges, best practices, governance frameworks, and real-world case studies. Attendees can expect insightful debates, practical recommendations, and thought-provoking strategies for ensuring the resilience and scalability of their knowledge graph ecosystems.
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