A Workflow-Based Approach for Metadata Interoperability via Domain-Specific Schema Mapping to DataCite

On the Use of Large Language Models for Schema Mapping Generation in Ontology-Based Data Integration

Toward Full Interoperability in Materials Science: Integrating Workflows With Knowledge Graphs

Interoperability is a central challenge in modern materials science as scientific workflows increasingly need to integrate heterogeneous computational methods, experimental infrastructures, data platforms, and AI‐assisted systems. This perspective presents interoperability concepts from European digitalization initiati...

LLMCrater: Lifecycle-Aware FAIR Metadata Generation using Large Language Models

LLMCrater is a lifecycle-aware metadata generation framework that combines Large Language Models (LLMs) with stage-specific RO-Crate metadata profiles that progressively enriches metadata across four research lifecycle stages while remaining compatible with RO-Crate~1.1 and EOSC metadata recommendations.

Integrating Semantics into Research Data Management: Modelling and Validating Materials Science Experiment Workflows

This work describes the modelling of a relational RDM system with an ontology, and the subsequent construction of a KG based on it, and shows how to easily and reliably build an efficient KG from such domain-specific RDM systems, but also how doing so enables more advanced use cases.

Enhancing Interoperability of SPARQL Endpoints: RESTful and OAI-PMH API for the DH-ATLAS Project

This paper details the unified access strategy implemented for the DH-ATLAS project, which generated an Ontology and Knowledge Graph focused on Italian Digital Cultural Heritage research and establishes a cohesive and reusable solution for integrating semantic repositories with diverse metadata consumers.

From a FAIR Workflow Blueprint to an Executable Data Harmonisation Pipeline: Exploiting the BnF SPARQL Service to Produce and Disseminate an Early Modern Research-Oriented Bibliographic Dataset

The design of a workflow blueprint compliant with FAIR principles and grounded in Open Science practices, developed for the retrieval, harmonisation, and publication of curated bibliographic metadata is introduced.