18833479. SYSTEM AND METHOD FOR ESTABLISHING RELATIONSHIPS BETWEEN DATA ELEMENTS (EATON INTELLIGENT POWER LIMITED)
SYSTEM AND METHOD FOR ESTABLISHING RELATIONSHIPS BETWEEN DATA ELEMENTS
Organization Name
EATON INTELLIGENT POWER LIMITED
Inventor(s)
Karthikeyan Sundararajan Chokappa of Pune IN
SYSTEM AND METHOD FOR ESTABLISHING RELATIONSHIPS BETWEEN DATA ELEMENTS
This abstract first appeared for US patent application 18833479 titled 'SYSTEM AND METHOD FOR ESTABLISHING RELATIONSHIPS BETWEEN DATA ELEMENTS
Original Abstract Submitted
Some embodiments are directed to a computer implemented system and method to determine relationships between data elements using a knowledge graph are described. The method comprises establishing a knowledge graph having graph elements, associating weights with data elements and determining at least some of these weights to be modifiable weights. Training data is used to determine the relationships between data elements in the knowledge graph by calculating the strength of the relationship. The calculated relationship strength values are compared to previously established relationship strength values, and one or more modifiable weights are modified to reduce the error between the calculated and established relationship strength values. These steps are repeated until a matching criterion is reached.