AGENTIC AI / WHITE PAPER 04

Development of a Machine Learning Model for Knowledge Acquisition, Relationship Extraction and Discovery in Domain Ontology Engineering using Jaccord Relationship Extraction and Neural Network

KNOWLEDGE / NLPKnowledge acquisition + discovery

Research overview

20 min readKnowledge ExtractionApplied research
By Dr. Sivaramakrishnan R. Guruvayur, R. Suchithra
Department of Computer Science, Jain University, Karnataka, India
The paper presents a machine learning model for automated, domain-independent ontology construction using heterogeneous data from multiple domains. It applies natural language processing and data extraction, then uses Jaccord Relationship extraction and a Neural Network Approval process for retrieval, indexing, mapping, knowledge discovery and rule generation.
Knowledge acquisition from multiple sources
Natural language processing and data extraction
Jaccord relationship extraction
Neural-network-assisted knowledge discovery