Scalable and distributed methods for entity matching, consolidation and disambiguation over linked data corpora

A Hogan, A Zimmermann, J Umbrich, A Polleres… - Journal of Web …, 2012 - Elsevier
With respect to large-scale, static, Linked Data corpora, in this paper we discuss scalable
and distributed methods for entity consolidation (aka. smushing, entity resolution, object …

An effective rule miner for instance matching in a web of data

X Niu, S Rong, H Wang, Y Yu - … of the 21st ACM international conference …, 2012 - dl.acm.org
Publishing structured data and linking them to Linking Open Data (LOD) is an ongoing effort
to create a Web of data. Each newly involved data source may contain duplicated instances …

[PDF][PDF] Some entities are more equal than others: statistical methods to consolidate linked data

A Hogan, A Polleres, J Umbrich… - … Workshop on New …, 2010 - aidanhogan.com
We propose a method for consolidating entities in RDF data on the Web. Our approach is
based on a statistical analysis of the use of predicates and their associated values to identify …

Large scale instance matching via multiple indexes and candidate selection

J Li, Z Wang, X Zhang, J Tang - Knowledge-Based Systems, 2013 - Elsevier
Instance matching aims to discover the linkage between different descriptions of real objects
across heterogeneous data sources. With the rapid development of Semantic Web …

Context-aware instance matching through graph embedding in lexical semantic space

A Assi, H Mcheick, A Karawash, W Dhifli - Knowledge-Based Systems, 2019 - Elsevier
In recent years, the growing availability of open-accessed data (eg, Wikipedia) combined
with the advances in algorithmic techniques for information extraction have facilitated the …

Ontology alignment based on instance using NSGA-II

X Xue, Y Wang - Journal of information science, 2015 - journals.sagepub.com
Nowadays, ontologies are widely used to solve data heterogeneity problems on the
Semantic Web. However, simple use of these ontologies may raise the heterogeneity …

[PDF][PDF] Exploiting RDFS and OWL for Integrating Heterogeneous, Large-Scale, Linked Data Corpora

A Hogan - … doctoral dissertation, National University of Ireland …, 2011 - Citeseer
The Web contains a vast amount of information on an abundance of topics, much of which is
encoded as structured data indexed by local databases. However, these databases are …

An improved method of locality-sensitive hashing for scalable instance matching

M Aydar, S Ayvaz - Knowledge and Information Systems, 2019 - Springer
In this study, we propose a scalable approach for automatically identifying similar candidate
instance pairs in very large datasets. Efficient candidate pair generation is an essential to …

FTRLIM: Distributed instance matching framework for large-scale knowledge graph fusion

H Zhu, X Wang, Y Jiang, H Fan, B Du, Q Liu - Entropy, 2021 - mdpi.com
Instance matching is a key task in knowledge graph fusion, and it is critical to improving the
efficiency of instance matching, given the increasing scale of knowledge graphs. Blocking …

Des spécifications en langage naturel aux spécifications formelles via une ontologie comme modèle pivot

D Sadoun - 2014 - theses.hal.science
Le développement d'un système a pour objectif de répondre à des exigences. Aussi, le
succès de sa réalisation repose en grande partie sur la phase de spécification des …