A survey of the first 20 years of research on semantic Web and linked data

F Gandon - Revue des Sciences et Technologies de l'Information …, 2018 - inria.hal.science
This paper is a survey of the research topics in the field of Semantic Web, Linked Data and
Web of Data. This study looks at the contributions of this research community over its first …

[SÁCH][B] Domain-specific knowledge graph construction

M Kejriwal - 2019 - Springer
Domain-specific knowledge graphs have emerged as a field unto their own, steadily and
perhaps not so slowly. Graphs have been pervasive in AI for a long period of time, dating …

A survey of current link discovery frameworks

M Nentwig, M Hartung, AC Ngonga Ngomo… - Semantic …, 2016 - journals.sagepub.com
Links build the backbone of the Linked Data Cloud. With the steady growth in size of
datasets comes an increased need for end users to know which frameworks to use for …

Introduction to linked data and its lifecycle on the web

ACN Ngomo, S Auer, J Lehmann, A Zaveri - Reasoning Web International …, 2014 - Springer
Abstract With Linked Data, a very pragmatic approach towards achieving the vision of the
Semantic Web has gained some traction in the last years. The term Linked Data refers to a …

Active learning of expressive linkage rules using genetic programming

R Isele, C Bizer - Journal of web semantics, 2013 - Elsevier
A central problem in the context of the Web of Linked Data as well as in data integration in
general is to identify entities in different data sources that describe the same real-world …

Particle swarm optimization based swarm intelligence for active learning improvement: Application on medical data classification

N Zemmal, N Azizi, M Sellami, S Cheriguene… - Cognitive …, 2020 - Springer
Semi-supervised learning targets the common situation where labeled data are scarce but
unlabeled data are abundant. It uses unlabeled data to help supervised learning tasks. In …

Wombat – A Generalization Approach for Automatic Link Discovery

MA Sherif, AC Ngonga Ngomo, J Lehmann - The Semantic Web: 14th …, 2017 - Springer
A significant portion of the evolution of Linked Data datasets lies in updating the links to
other datasets. An important challenge when aiming to update these links automatically …

Helio: a framework for implementing the life cycle of knowledge graphs

A Cimmino, R García-Castro - Semantic Web, 2024 - journals.sagepub.com
Building and publishing knowledge graphs (KG) as Linked Data, either on the Web or in
private companies, has become a relevant and crucial process in many domains. This …

Data interlinking through robust linkkey extraction

M Atencia, J David, J Euzenat - ECAI 2014, 2014 - ebooks.iospress.nl
Links are important for the publication of RDF data on the web. Yet, establishing links
between data sets is not an easy task. We develop an approach for that purpose which …

Link key candidate extraction with relational concept analysis

M Atencia, J David, J Euzenat, A Napoli… - Discrete applied …, 2020 - Elsevier
Linked data aims at publishing data expressed in RDF (Resource Description Framework) at
the scale of the worldwide web. These datasets interoperate by publishing links which …