18079407. DYNAMICALLY ENRICHING SHARED KNOWLEDGE GRAPHS simplified abstract (Microsoft Technology Licensing, LLC)
Contents
DYNAMICALLY ENRICHING SHARED KNOWLEDGE GRAPHS
Organization Name
Microsoft Technology Licensing, LLC
Inventor(s)
Harsh Shrivastava of Redmond WA (US)
Sarah Panda of Bothell WA (US)
DYNAMICALLY ENRICHING SHARED KNOWLEDGE GRAPHS - A simplified explanation of the abstract
This abstract first appeared for US patent application 18079407 titled 'DYNAMICALLY ENRICHING SHARED KNOWLEDGE GRAPHS
The present disclosure introduces a dynamic knowledge graph enrichment system that automatically updates shared knowledge graphs with new findings and discoveries.
- Utilizes statistical guarantees to incorporate new edge connections into shared knowledge graphs after verifying reliability and accuracy.
- Transforms static shared knowledge graphs into dynamically evolving ones.
- Facilitates the formation of new connections between different shared knowledge graphs.
- Enables exploration over multiple knowledge graphs and provides synergistic updates.
Potential Applications: - Academic research collaboration - Data integration in healthcare systems - Knowledge sharing in corporate environments
Problems Solved: - Keeping shared knowledge graphs up-to-date - Identifying connections between disparate knowledge graphs
Benefits: - Improved accuracy and relevance of shared knowledge - Enhanced collaboration and information exchange - Increased efficiency in knowledge management
Commercial Applications: Dynamic Knowledge Graph Enrichment System: Enhancing collaboration and knowledge sharing in research institutions and corporate settings
Prior Art: Researchers can explore existing literature on dynamic knowledge graph maintenance and data integration systems.
Frequently Updated Research: Stay informed about advancements in dynamic knowledge graph maintenance and data integration technologies.
Questions about Dynamic Knowledge Graph Enrichment System: 1. How does the system verify the reliability of proposed edge connections? 2. What are the key benefits of utilizing a dynamic knowledge graph enrichment system?
Original Abstract Submitted
The present disclosure relates to utilizing a dynamic knowledge graph enrichment system to dynamically and automatically maintain knowledge graphs shared between groups of user identifiers with up-to-date findings and discoveries. In particular, the dynamic knowledge graph enrichment system changes static shared knowledge graphs into dynamically evolving ones utilizing statistical guarantees that automatically incorporate new edge connections into a shared knowledge graph after verifying the reliability and veracity of the proposed edge connections being offered. Further, the dynamic knowledge graph enrichment system facilitates forming new connections between different shared knowledge graphs that previously went undetected by flexibly facilitating exploration over multiple knowledge graphs and providing synergistic knowledge graph updates.
