# Visual Analysis of Ontology Matching Results with the MELT Dashboard

arXiv: https://arxiv.org/abs/2004.12628 · HTML: https://mlsanity.com/paper/2004.12628/

## Key facts

- Cited by 3 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 27 Apr 2020.

## Built on by (most cited first, 3 of 3)

- [FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs](https://mlsanity.com/paper/2103.01576/) (2021)
- [Matching with Transformers in MELT](https://mlsanity.com/paper/2109.07401/) (2021)
- [KERMIT -- A Transformer-Based Approach for Knowledge Graph Matching](https://mlsanity.com/paper/2204.13931/) (2022)

## Abstract (arXiv)

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).