Self-organizing modeling for text data
US12411894B2 · kind B2 · utility
0Cited by
1References
16Claims
0Family size
Assignee
Inventor
Key dates
| Filing date | Aug 30, 2023 |
| Grant date | Sep 9, 2025 |
| Priority date | — |
| Expiry date | Aug 30, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/93
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method is for self-organizing modeling for digital data, and includes receiving a set of digital documents, vectorizing the set of digital documents to generate document vectors, compressing the document vectors, clustering the compressed document vectors into a cluster set, calculating a utility score of the cluster set of the compressed document vectors, and optimizing over a plurality of cluster sets to find one or more cluster sets with a peak utility value score.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.