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:
Jan. 17, 2023

Filed:

Apr. 03, 2020
Applicant:

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

Inventors:

Donna K. Byron, Petersham, MA (US);

Benjamin L. Johnson, Baltimore, MD (US);

Dan G. Tecuci, Austin, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06Q 50/12 (2012.01); G06F 40/30 (2020.01); G06F 40/40 (2020.01); G06F 40/56 (2020.01); G06F 40/295 (2020.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06F 40/295 (2020.01); G06F 40/30 (2020.01); G06F 40/40 (2020.01); G06F 40/56 (2020.01); G06Q 50/12 (2013.01);
Abstract

Mechanisms for automatically modifying a set of instructions based on an expanded domain specific knowledge base is provided. The mechanisms generate a domain specific knowledge base comprising a set of entities and corresponding domain specific attributes and expand the domain specific knowledge base to include values for the domain specific attributes through an automated bootstrap learning process that performs natural language processing and analysis of natural language content using a set of pre-condition annotated action terms. The mechanisms receive electronic content comprising an initial set of instructions to perform an operation and evaluate the initial set of instructions based on the expanded domain specific knowledge base to identify a missing instruction. The mechanisms modify the initial set of instructions to include an additional instruction based on the missing instruction and thereby generate a modified set of instructions.


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