Visual Analysis of Ontology Matching Results with the MELT Dashboard
This is an incremental improvement for researchers and practitioners in ontology matching, offering enhanced visualization and analysis tools.
The authors tackled the problem of static evaluation interfaces in ontology matching by introducing the MELT Dashboard, an interactive web user interface that enables drill-down analyses and detailed group evaluations for ontology alignment.
In this demo, we introduce MELT Dashboard, an interactive Web user interface for ontology alignment evaluation which is created with the existing Matching EvaLuation Toolkit (MELT). Compared to existing, static evaluation interfaces in the ontology matching domain, our dashboard allows for interactive self-service analyses such as a drill down into the matcher performance for data type properties or into the performance of matchers within a certain confidence threshold. In addition, the dashboard offers detailed group evaluation capabilities that allow for the application in broad evaluation campaigns such as the Ontology Alignment Evaluation Initiative (OAEI).