About this document

Machine Learning for Ontology Matching by Davood Yousefi is a document available to read on EtoBox.

This document discusses the GLUE system, which uses machine learning techniques to automatically create semantic mappings between ontologies. GLUE calculates the joint probability distribution between concepts in different ontologies to determine similarity. It employs multiple learning algorithms and combines their predictions using a meta-learner. GLUE also aims to improve matching accuracy by exploiting domain constraints and matching heuristics between concepts and their neighboring nodes. The goal is t

Author

Davood Yousefi

Language

EN