20240054320. MULTI-DIMENSIONAL KNOWLEDGE GRAPH-BASED SYSTEM IN SUPPORT OF REGULATORY COMPLIANCE APPLICATIONS IN FINANCIAL SERVICES simplified abstract (Morgan Stanley Services Group Inc.)
MULTI-DIMENSIONAL KNOWLEDGE GRAPH-BASED SYSTEM IN SUPPORT OF REGULATORY COMPLIANCE APPLICATIONS IN FINANCIAL SERVICES
Organization Name
Morgan Stanley Services Group Inc.
Inventor(s)
Eren Kurshan of New York NY (US)
MULTI-DIMENSIONAL KNOWLEDGE GRAPH-BASED SYSTEM IN SUPPORT OF REGULATORY COMPLIANCE APPLICATIONS IN FINANCIAL SERVICES - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240054320 titled 'MULTI-DIMENSIONAL KNOWLEDGE GRAPH-BASED SYSTEM IN SUPPORT OF REGULATORY COMPLIANCE APPLICATIONS IN FINANCIAL SERVICES
Simplified Explanation
The abstract describes a method for creating a multi-dimensional knowledge graph by generating an initial entity component with entity nodes and relationship edges, associating requirements with the relationship edges to define dependencies and iterating/recursing until all factors determining the state of the relationship edge are included in the graph.
- Method for creating a multi-dimensional knowledge graph
- Initial entity component with entity nodes and relationship edges
- Requirements associated with relationship edges to define dependencies
- Iterative/recursion process to include all factors determining relationship edge state
- Storage of associated requirements in computer memory
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- Potential Applications
- Data analysis and visualization
- Knowledge representation and reasoning systems
- Semantic web applications
- Problems Solved
- Efficient organization and retrieval of complex relationships between entities
- Scalability in handling large amounts of interconnected data
- Facilitation of automated reasoning and decision-making processes
- Benefits
- Enhanced data understanding and insights
- Improved data integration and interoperability
- Streamlined knowledge management and discovery processes
Original Abstract Submitted
a method of providing a multi-dimensional knowledge graph including entities and relationships between entities comprises generating an initial entity component of the knowledge graph using underlying data including a plurality of entity nodes and one or more relationship edges that connect the entities, storing the entity component in computer memory, associating at least a first requirement with a one the relationship edges that defines an iterative or recursive functional description (“function”) of the relationship edge, wherein the function defines a dependency of the relationship upon conditions, parameters and other factors, each iteration or recursion of the requirement defining a dimension of the knowledge graph. the recursion proceeds until all conditions, parameters and other factors that determine a state of the relationships edge is included in the graph. the associated requirements included in the knowledge graph for the relationship edges are then store in computer memory.