Declarative RDF graph generation from heterogeneous (semi-) structured data: A systematic literature review

D Van Assche, T Delva, G Haesendonck… - Journal of Web …, 2023 - Elsevier
More and more data in various formats are integrated into knowledge graphs. However,
there is no overview of existing approaches for generating knowledge graphs from …

Knowledge Graph Construction with a Façade: A Unified Method to Access Heterogeneous Data Sources on the Web

L Asprino, E Daga, A Gangemi… - ACM Transactions on …, 2023 - dl.acm.org
Data integration is the dominant use case for RDF Knowledge Graphs. However, Web
resources come in formats with weak semantics (for example, CSV and JSON), or formats …

The RML ontology: a community-driven modular redesign after a decade of experience in map** heterogeneous data to RDF

A Iglesias-Molina, D Van Assche… - International Semantic …, 2023 - Springer
Abstract The Relational to RDF Map** Language (R2RML) became a W3C
Recommendation a decade ago. Despite its wide adoption, its potential applicability beyond …

Morph-KGC: Scalable knowledge graph materialization with map** partitions

J Arenas-Guerrero, D Chaves-Fraga, J Toledo… - Semantic …, 2024 - content.iospress.com
Abstract Knowledge graphs are often constructed from heterogeneous data sources, using
declarative rules that map them to a target ontology and materializing them into RDF. When …

An ontology-based knowledge graph for representing interactions involving RNA molecules

E Cavalleri, A Cabri, M Soto-Gomez, S Bonfitto… - Scientific Data, 2024 - nature.com
The “RNA world” represents a novel frontier for the study of fundamental biological
processes and human diseases and is paving the way for the development of new drugs …

[HTML][HTML] A survey on semantic data management as intersection of ontology-based data access, semantic modeling and data lakes

S Hoseini, J Theissen-Lipp, C Quix - Journal of Web Semantics, 2024 - Elsevier
In recent years, data lakes emerged as a way to manage large amounts of heterogeneous
data for modern data analytics. One way to prevent data lakes from turning into inoperable …

Krown: A benchmark for rdf graph materialisation

D Van Assche, D Chaves-Fraga, A Dimou - International Semantic Web …, 2024 - Springer
RDF graphs are commonly derived from (semi-) structured data by applying a set of
map**s. RDF graph construction is performed by either materialising or virtualising an …

An ontological approach for representing declarative map** languages

A Iglesias-Molina, A Cimmino, E Ruckhaus… - Semantic …, 2024 - content.iospress.com
Abstract Knowledge Graphs are currently created using an assortment of techniques and
tools: ad hoc code in a programming language, database export scripts, OpenRefine …

Rml2shacl: Rdf generation taking shape

T Delva, B De Smedt, S Min Oo, D Van Assche… - Proceedings of the 11th …, 2021 - dl.acm.org
RDF graphs are often generated by map** data in other (semi-) structured data formats to
RDF. Such mapped graphs have a repetitive structure defined by (i) the map** rules and …

Knowledge graph construction with R2RML and RML: an ETL system-based overview

J Arenas Guerrero, M Scrocca… - CEUR workshop …, 2021 - oa.upm.es
Knowledge graphs have proven to be a powerful technology to integrate and structure the
myriad of data available nowadays. The semantic web community has actively worked on …