Modifying a set of instructions based on bootstrapped knowledge acquisition from a limited knowledge domain
US10726338B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Nov 11, 2016 |
| Grant date | Jul 28, 2020 |
| Priority date | — |
| Expiry date | Sep 30, 2038 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q50/12
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Mechanisms for automatically modifying a set of instructions based on an expanded domain specific knowledge base are 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.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.