Generating and presenting a text-based graph object
US12169526B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 24, 2021 |
| Grant date | Dec 17, 2024 |
| Priority date | — |
| Expiry date | Jun 28, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The present disclosure relates to extracting key concepts from digital content items and determining associations between the key concepts and candidate terms for use in generating and presenting a correlation graph object based on the determined associations. For example, systems described herein involve determining frequency of co-occurrence between various key concepts and applying a classification model (e.g., a zero-shot classification model) to the key concepts and candidate terms to determine associations between the key concepts and candidate terms for a given domain of interest. The systems further involve generating a graph object and processing graph queries in a way that enables fast and efficient presentation of slices of the graph object that provide a visual depiction of key concepts and edges representing associations between pairs of the key concepts.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.