Verfahren und System zur Erzeugung von Zielkonzeptbasierten Wissensgraphen

Details

Veröffentlichungs-Nr.

EP4733998

Anmeldetag

27. Januar 2025

Veröffentlichung

29. April 2026

Rechtsraum

EP

IPC

G06N3/0475, G06N5/022

Abstract

A method for generating target concept-based knowledge graphs is disclosed. The method includes receiving, via a GUI, input data from a user device. The method further includes generating a factor-category list includes a plurality of factors, each associated with one of a set of categories, based on the input data using a Large Language Model (LLM). The method further includes creating a plurality of target concept embeddings from the input data and the factor-category list using an embedding model. The method further includes identifying a relevant set of a plurality of domain embeddings from a Retrieval Augmented Generation (RAG) model based on a similarity analysis of the plurality of target concept embeddings with the plurality of domain embeddings. The method further includes providing a knowledge graph generation prompt to the LLM. The method further includes recursively generating a knowledge graph based on the knowledge graph generation prompt, using the LLM.

Anmelder

Firma

Wipro Limited

Land

🇮🇳 Indien

Fachgebiete