System and method for generating analytical insights utilizing a semantic knowledge graph

A non-transitory computer readable medium having stored thereon instructions for causing a processing circuitry to execute a process, the process comprising:

• identifying at least one second node with respect to a first node based on a plurality of connections between nodes of a knowledge graph, wherein the knowledge graph includes the first node and the at least one second node, wherein the first node represents a dimension of interest;
• selecting at least one third node from among the at least one second node, each of the at least one third node having a respective value, wherein selecting the at least one third node further comprises determining a correlation between the first node and each of the at least one second node, wherein each of the at least one third node is one of the at least one second node for which the determined correlation is above a threshold;
• determining a new value for a dimension of each of the at least one third node based on a target value, wherein the new value for each third node is determined such that a correlation of the third node to the first node is maintained while achieving the target value;
• and
• generating visual data for an action item user interface based on the determined new value for each of the at least one third node;
• and wherein
• determining the new value for each third node further comprises:
• selecting a first data point from a time series including a plurality of data points, the first data point corresponding to the third node;
• selecting a second data point from the time series, wherein the second data point is selected from a point in time which is different from a point in time of the first data point;
• and
• determining the new value based on the knowledge graph, the third node, and the second data point.

A system for providing visual data for user interfaces based on a knowledge graph, comprising:

• a processing circuitry;
• and
• a memory, the memory containing instructions that, when executed by the processing circuitry, configure the system to:
• identify at least one second node with respect to a first node based on a plurality of connections between nodes of a knowledge graph, wherein the knowledge graph includes the first node and the at least one second node, wherein the first node represents a dimension of interest;
• select at least one third node from among the at least one second node, each of the at least one third node having a respective value, wherein selecting the at least one third node further comprises determining a correlation between the first node and each of the at least one second node, wherein each of the at least one third node is one of the at least one second node for which the determined correlation is above a threshold;
• determine a new value for a dimension of each of the at least one third node based on a target value, wherein the new value for each third node is determined such that a correlation of the third node to the first node is maintained while achieving the target value;
• generate visual data for an action item user interface based on the determined new value for each of the at least one third node;
• select a first data point from a time series including a plurality of data points, the first data point corresponding to the third node;
• select a second data point from the time series, wherein the second data point is selected from a point in time which is different from a point in time of the first data point;
• and
• determine the new value based on the knowledge graph, the third node, and the second data point.