20240054320. MULTI-DIMENSIONAL KNOWLEDGE GRAPH-BASED SYSTEM IN SUPPORT OF REGULATORY COMPLIANCE APPLICATIONS IN FINANCIAL SERVICES simplified abstract (Morgan Stanley Services Group Inc.)

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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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      1. Potential Applications
  • Data analysis and visualization
  • Knowledge representation and reasoning systems
  • Semantic web applications
      1. 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
      1. 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.

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