AGENTIC AI / WHITE PAPER 02

Design of A Machine Learning Model for Automatic Generation of Domain Specific Ontologies

ONTOLOGY / AUTOMATIONDomain ontology automation

Research overview

14 min readOntology AutomationApplied research
By Dr. Sivaramakrishnan R Guruvayur, R.Suchithra
Department of Computer Science, Jain University, Karnataka, India
The paper examines the manual effort involved in creating, validating and updating domain ontologies and presents research into machine learning algorithms for automatic generation and continuous updating of domain-specific ontologies.
Automatic ontology generation
Continuous ontology updating
Machine learning algorithms
Cost- and time-efficient ontology engineering