User involvement in ontology matching using an online active learning approach

Booma S. Balasubramani, Aynaz Taheri, Isabel F. Cruz
2015 International Semantic Web Conference  
We propose a semi-automatic ontology matching system using a hybrid active learning and online learning approach. Following the former paradigm, those mappings whose validation is estimated to lead to greater quality gain are selected for user validation, a process that occurs in each iteration, following the online learning paradigm. Experimental results demonstrate the effectiveness of our approach.
dblp:conf/semweb/BalasubramaniTC15 fatcat:tqhnj3ahrrexlpumyrwl5i3ola