System und Computerimplementiertes Verfahren zur Induzierung von Taxonomie und Inferenz davon

Details

Veröffentlichungs-Nr.

EP4715630

Anmeldetag

18. September 2025

Veröffentlichung

25. März 2026

Rechtsraum

EP

IPC

G06F16/35, G06F16/36

Abstract

Disclosed is a system (100) for inducing taxonomy (504) based on a data sample (202, 404, 604) and an inference classification of raw data (506A) using the induced taxonomy (IT). The system comprises processing arrangement (PA) (106) using set of modules selected from: a segmentation module configured to segment data sample into ontological segments (204); a clustering module configured to cluster ontological segments into ontological clusters (206); a subtree generation module configured to large language model to generate subtree (208, 302) for each ontological cluster; and a taxonomy construction module configured to induce taxonomy comprising root node (210A, 302A, 304A, 702) and combination of subtrees. Moreover, the PA comprises a classification module configured to map IT to set of label configuration objects (504A, 602A-D); and classify raw data using a set of label configuration objects derived from mapped IT. Disclosed also is computer-implemented method for inducing taxonomy based on data sample and inference classification of raw data using IT.

Anmelder

Firma

Quantexa Limited

Land

🇬🇧 Großbritannien

Fachgebiete