Invention Grant
- Patent Title: Adaptive evaluation of meta-relationships in semantic graphs
-
Application No.: US15844723Application Date: 2017-12-18
-
Publication No.: US11270076B2Publication Date: 2022-03-08
- Inventor: Seamus R. McAteer , Daniel McCloskey , Aditya Mohan , Mikhail Sogrin
- Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agent Dmitry Paskalov
- Main IPC: G06F40/30
- IPC: G06F40/30 ; G06N5/02 ; G06F16/33 ; G06F16/907 ; G06N5/04 ; G06F16/901 ; G16H10/20

Abstract:
A method and system are provided for adaptive evaluation of meta-relationships in semantic graphs. The method includes providing a semantic graph based on a knowledge base in which concepts in the form of graph nodes are linked by semantic relationships in the form of graph edges. Metadata are encoded in the edges and nodes of the semantic graph, of weightings for measuring a meta-relationship, wherein the meta-relationship applies to the concepts of the semantic graph and is independent of the semantic relationship defined by the edges of the semantic graph. A graph activation is carried out for an input context relating to one or more concepts of the semantic graph, wherein the weightings are applied to a spreading activation signal through the semantic graph to produce a measure of the meta-relationship for a sub-set of concepts of the semantic graph.
Public/Granted literature
- US20180373701A1 ADAPTIVE EVALUATION OF META-RELATIONSHIPS IN SEMANTIC GRAPHS Public/Granted day:2018-12-27
Information query