Automated processing of a natural language question based on heterogenous data sources using a machine learning based language model
US12399891B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Apr 23, 2024 |
| Grant date | Aug 26, 2025 |
| Priority date | — |
| Expiry date | Apr 23, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/243
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An analysis system connects to a set of data sources and perform natural language questions based on the data sources. The analysis system connects with the data sources and retrieves metadata describing data assets stored in each data source. The analysis system generates an execution plan for the natural language question. The analysis system finds data assets that match the received question based on the metadata. The analysis system ranks the data assets and presents the ranked data assets to users for allowing users to modify the execution plan. The analysis system may use execution plans of previously stored questions for executing new questions. The analysis system supports selective preprocessing of data to increase the data quality.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.