Evaluating Ontology Matching Systems on Large, Multilingual and Real-world Test Cases

08/15/2012
by   Christian Meilicke, et al.
0

In the field of ontology matching, the most systematic evaluation of matching systems is established by the Ontology Alignment Evaluation Initiative (OAEI), which is an annual campaign for evaluating ontology matching systems organized by different groups of researchers. In this paper, we report on the results of an intermediary OAEI campaign called OAEI 2011.5. The evaluations of this campaign are divided in five tracks. Three of these tracks are new or have been improved compared to previous OAEI campaigns. Overall, we evaluated 18 matching systems. We discuss lessons learned, in terms of scalability, multilingual issues and the ability do deal with real world cases from different domains.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
04/27/2020

Visual Analysis of Ontology Matching Results with the MELT Dashboard

In this demo, we introduce MELT Dashboard, an interactive Web user inter...
research
06/09/2020

SANOM Results for OAEI 2019

Simulated annealing-based ontology matching (SANOM) participates for the...
research
05/31/2018

Breaking-down the Ontology Alignment Task with a Lexical Index and Neural Embeddings

Large ontologies still pose serious challenges to state-of-the-art ontol...
research
02/24/2020

The Knowledge Graph Track at OAEI – Gold Standards, Baselines, and the Golden Hammer Bias

The Ontology Alignment Evaluation Initiative (OAEI) is an annual evaluat...
research
11/26/2018

Ontology Matching Techniques: A Gold Standard Model

Typically an ontology matching technique is a combination of much differ...
research
10/16/2020

Multifaceted Context Representation using Dual Attention for Ontology Alignment

Ontology Alignment is an important research problem that finds applicati...
research
10/15/2020

Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains

One approach to matching texts from asymmetrical domains is projecting t...

Please sign up or login with your details

Forgot password? Click here to reset