The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 09, 2019

Filed:

Sep. 15, 2014
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Apoorv Agarwal, New York, NY (US);

Kenneth J. Barker, Mahopac, NY (US);

Jennifer Chu-Carroll, Dobbs Ferry, NY (US);

Aditya A. Kalyanpur, Westwood, NJ (US);

Christopher A. Welty, Flushing, NY (US);

Wlodek W. Zadrozny, Charlotte, NC (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/02 (2006.01); G06F 16/901 (2019.01); G16H 50/70 (2018.01); G06F 19/00 (2018.01);
U.S. Cl.
CPC ...
G06N 5/025 (2013.01); G06F 16/9024 (2019.01); G06F 19/00 (2013.01); G16H 50/70 (2018.01); G06N 20/00 (2019.01);
Abstract

According to an aspect, a heterogeneous graph in a data store is accessed. The heterogeneous graph includes a plurality of nodes having a plurality of node types. The nodes are connected by edges having a plurality of relation types. One or more intermediary graphs are created based on the heterogeneous graph. The intermediary graphs include intermediary nodes that are the relation types of the edges of the heterogeneous graph and include intermediary links between the intermediary nodes based on shared instances of the nodes between relation types in the heterogeneous graph. The intermediary graphs are traversed to find sets of relations based on intermediary links according to a template. An inference rule is extracted from the heterogeneous graph based on finding sets of relations in the intermediary graphs. The inference rule defines an inferred relation type between at least two of the nodes of the heterogeneous graph.


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