Ontology matching: state of the art and future challenges

P Shvaiko, J Euzenat - IEEE Transactions on knowledge and …, 2011 - ieeexplore.ieee.org
After years of research on ontology matching, it is reasonable to consider several questions:
is the field of ontology matching still making progress? Is this progress significant enough to …

[图书][B] Ontology matching

J Euzenat, P Shvaiko - 2007 - Springer
An ontology typically provides a vocabulary describing a domain of interest and a
specification of the meaning of terms in that vocabulary. Depending on the precision of this …

[图书][B] The four generations of entity resolution

Entity Resolution (ER) lies at the core of data integration and cleaning and, thus, a bulk of
the research examines ways for improving its effectiveness and time efficiency. The initial …

Progress and challenges on entity alignment of geographic knowledge bases

K Sun, Y Zhu, J Song - ISPRS International Journal of Geo-Information, 2019 - mdpi.com
Geographic knowledge bases (GKBs) with multiple sources and forms are of obvious
heterogeneity, which hinders the integration of geographic knowledge. Entity alignment …

WDC products: A multi-dimensional entity matching benchmark

R Peeters, RC Der, C Bizer - arXiv preprint arXiv:2301.09521, 2023 - arxiv.org
The difficulty of an entity matching task depends on a combination of multiple factors such as
the amount of corner-case pairs, the fraction of entities in the test set that have not been …

Results of the ontology alignment evaluation initiative 2018

A Algergawy, M Cheatham, D Faria, A Ferrara… - … Workshop on Ontology …, 2018 - hal.science
The Ontology Alignment Evaluation Initiative (OAEI) aims at comparing ontology matching
systems on precisely defined test cases. These test cases can be based on ontologies of …

[PDF][PDF] CODI: Combinatorial optimization for data integration–results for OAEI 2011

J Huber, T Sztyler, J Noessner, C Meilicke - Ontology Matching, 2011 - ceur-ws.org
In this paper, we describe our probabilistic-logical alignment system CODI (Combinatorial
Optimization for Data Integration). The system provides a declarative framework for the …

Results of the ontology alignment evaluation initiative 2012

JL Aguirre, BC Grau, K Eckert, J Euzenat… - Proc. 7th ISWC …, 2012 - inria.hal.science
Ontology matching consists of finding correspondences between semantically related
entities of two ontologies. OAEI campaigns aim at comparing ontology matching systems on …

An unsupervised instance matcher for schema-free RDF data

M Kejriwal, DP Miranker - Journal of Web Semantics, 2015 - Elsevier
This article presents an unsupervised system that performs instance matching between
entities in schema-free Resource Description Framework (RDF) files. Rather than relying on …

Ontology matching benchmarks: generation, stability, and discriminability

J Euzenat, ME Roşoiu, C Trojahn - Journal of web semantics, 2013 - Elsevier
The OAEI Benchmark test set has been used for many years as a main reference to evaluate
and compare ontology matching systems. However, this test set has barely varied since …