---
title: "Integrating Services, Platforms and — Pedonese 2026"
description: "This paper describes how CLARIN-IT, the Italian node of CLARIN, helped build H2IOSC."
authors: ["Giulia Pedonese", "Daniele Melaccio", "Michele Mallia", "Monica Monachini", "Francesca Frontini", "Valeria Quochi", "Fahad Khan", "Angelo Mario Del Grosso", "Federico Boschetti", "Riccardo Del Gratta"]
year: 2026
venue: "Proceedings of the Fifteenth Language Resources and Evaluation Conference"
source: "https://aclanthology.org/2026.lrec-1.91/"
doi: "10.63317/5gyii2myd4yz"
licence: "CC BY-NC 4.0 (ELRA, LREC proceedings)"
licence_url: "https://creativecommons.org/licenses/by-nc/4.0/"
summary_licence: "Elamur Cosmic License"
canonical: "https://research.elamur.ai/free/en/papers/pedonese-2026-integrating-services-platforms-resources-into/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/papers/pedonese-2026-integrating-services-platforms-resources-into/)

[home](https://md.research.elamur.ai/free/en/) / [papers](https://md.research.elamur.ai/free/en/papers/) / [2026](https://md.research.elamur.ai/free/en/papers/2026/page/5/) / Integrating Services, Platforms and Resources into a National Infrastructure Cluster for FAIR Language and Cultural Data

# Integrating Services, Platforms and Resources into a National Infrastructure Cluster for FAIR Language and Cultural Data

**Authors:** Giulia Pedonese, [Daniele Melaccio](https://md.research.elamur.ai/free/en/authors/daniele-melaccio/), Michele Mallia, [Monica Monachini](https://md.research.elamur.ai/free/en/authors/monica-monachini/), [Francesca Frontini](https://md.research.elamur.ai/free/en/authors/francesca-frontini/), [Valeria Quochi](https://md.research.elamur.ai/free/en/authors/valeria-quochi/), Fahad Khan, Angelo Mario Del Grosso, Federico Boschetti, Riccardo Del Gratta · **Year:** 2026 · **Venue:** Proceedings of the Fifteenth Language Resources and Evaluation Conference · **Licence:** [CC BY-NC 4.0 (ELRA, LREC proceedings)](https://creativecommons.org/licenses/by-nc/4.0/)

**Links:** [Publisher's page](https://aclanthology.org/2026.lrec-1.91/) · [PDF](https://aclanthology.org/2026.lrec-1.91.pdf) · [DOI 10.63317/5gyii2myd4yz](https://doi.org/10.63317/5gyii2myd4yz) · [OpenAlex](https://openalex.org/W7160065988)

**Citations:** 0 citations (openalex-snapshot · 2026-10-14)

## Summary
This paper describes how CLARIN-IT, the Italian node of CLARIN, helped build H2IOSC. H2IOSC is a national federated cluster that unites four Italian Social Sciences and Humanities research infrastructures: CLARIN-IT, DARIAH-IT, E-RIHS-IT and OPERAS.it. It is funded through the EU NextGenerationEU recovery plan (NRRP). The goal is to apply FAIR and Open Science principles to linguistic and cultural data in practice, and to connect the result with EOSC and other European services.

CLARIN-IT's contribution has several parts:
- CMDI metadata is mapped onto CIDOC CRM and SSHOCro, so that resources are described consistently across infrastructures.
- A FAIRification Tool built on F-UJI checks and improves the FAIRness of resources.
- Services are refactored and published through a federated API gateway.
- A Linguistic Linked Open Data pilot handles RDF datasets.
- A training platform and a repository support FAIR-by-design learning materials.
- A permanent observatory tracks community practices and needs.

The paper presents the outcome as a coherent national model, comparable to HumaNum, Text+ and SSHOC-CH. It shows how infrastructure clustering can avoid duplicated effort and make SSH data easier to reuse.

## Key points
- **Metadata mapping.** CMDI and CLARIN Concept Registry metadata are mapped to CIDOC CRM classes, such as E73 Information Object, E21 Person and E65 Creation. They are also mapped to SSHOCro classes:
  - SHE1 Dataset, with subclasses such as ParallelCorpus and LexicalResource;
  - LinguisticTool subclasses for services offered via the Language Resource Switchboard.
- **Case study.** The Musisque Deoque (MQDQ) corpus was used to demonstrate the mapping. Its metadata were linked to external authority files such as ORCID and VIAF.
- **FAIRification Tool.** It extends F-UJI and the FAIRsFAIR metrics with checks specific to the humanities and language resources. It produces interactive reports on metadata completeness, licensing, persistent identifiers and semantic interoperability.
- **Service publication.** Services are exposed through a WSO2-based API Gateway with OpenAPI manifests, which provide machine-readable documentation and support versioning and policy enforcement. Services are also being aligned with the H2IOSC catalogue and its federated AAI.
- **Training and further resources.** Training materials are hosted in the H2IOSC Training Library; one example is a course on managing oral data. The paper's resource list also includes the Pan-Latin Lexicon of Collars and Sleeves and MADIN-TERM, both held in the ILC-CNR CLARIN-IT repository.

*Our summary of the paper, in our own words — not its text. The work belongs to its authors; read it at the links above.*

Fields: [Linguistics & languages](https://md.research.elamur.ai/free/en/shelves/linguistics/)

## Cite

The paper itself, not this page. BibTeX from the library's record of the work.

```bibtex
@inproceedings{pedonese2026integrating,
  title = {{Integrating Services, Platforms and Resources into a National Infrastructure Cluster for FAIR Language and Cultural Data}},
  author = {Pedonese, Giulia and Melaccio, Daniele and Mallia, Michele and Monachini, Monica and Frontini, Francesca and Quochi, Valeria and Khan, Fahad and Grosso, Angelo Mario Del and Boschetti, Federico and Gratta, Riccardo Del},
  booktitle = {Proceedings of the Fifteenth Language Resources and Evaluation Conference},
  year = {2026},
  doi = {10.63317/5gyii2myd4yz},
  url = {https://doi.org/10.63317/5gyii2myd4yz}
}
```

- [← previous Integrating AI into Arabic Linguistics: A Methodological Framework for Reproducible and Interpretable Research](https://md.research.elamur.ai/free/en/papers/akzam-2026-integrating-ai-arabic-linguistics-methodological/)
- [next → Integrating TEI, NER/NEL, Textometry, and Linked Data for a Semantically Enriched Interview Corpus](https://md.research.elamur.ai/free/en/papers/stankovic-2026-integrating-tei-ner-nel-textometry/)
- [↑ back to papers of 2026](https://md.research.elamur.ai/free/en/papers/2026/page/5/)

## References

26 references, 0 of them with a card of ours. ↗ leads to the work, «find» searches for one we have no id for yet.

1. Ariovaldo Veiga de Almeida, Maria Manuel Borges, and Licinio Roque. 2017. The european open science cloud: A new challenge for europe. In Proceedings of the 5th International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2017, New York, NY, USA. Association for Computin… [find](https://scholar.google.com/scholar?q=Ariovaldo+Veiga+de+Almeida%2C+Maria+Manuel+Borges%2C+and+Licinio+Roque%2E+2017%2E+The+european+open+science+cloud%3A+A+new+challenge+for+europe%2E+In+Proceedings+of+the+5th+International+Conference+on+Technologic)
2. CLARIN ERIC. 2023. Clarin concept registry (ccr). [https://www.clarin.eu/content/clarin-concept-registry](https://www.clarin.eu/content/clarin-concept-registry). Accessed: 2025-10-24. [↗](https://www.clarin.eu/content/clarin-concept-registry)
3. Emiliano Degl’Innocenti, Monica Monachini, Alberto Bucciero, Enrico Pasini, Bruno Fanini, and Francesca Frontini. 2023. H2iosc: Humanities and heritage open science cloud. In La memoria digitale: forme del testo e organizzazione della conoscenza. Atti del XII Convegno Annuale AIUCD, a cura di Emmanu… [find](https://scholar.google.com/scholar?q=Emiliano+Degl%E2%80%99Innocenti%2C+Monica+Monachini%2C+Alberto+Bucciero%2C+Enrico+Pasini%2C+Bruno+Fanini%2C+and+Francesca+Frontini%2E+2023%2E+H2iosc%3A+Humanities+and+heritage+open+science+cloud%2E+In+La+memoria+digitale%3A+form)
4. Lo Piccolo, Alessia Valenti, e Francesco Stella, page 63–64. [find](https://scholar.google.com/scholar?q=Lo+Piccolo%2C+Alessia+Valenti%2C+e+Francesco+Stella%2C+page+63%E2%80%9364%2E)
5. Anusuriya Devaraju, Robert Huber, Peter Herterich, Andreas Petzold, Peter Wittenburg, Hendrik Diener, Ulrich Schwardmann, and Ulrike Wößner. 2020. F-uji: An automated fair data assessment tool. In Proceedings of the 17th International Conference on Digital Preservation (iPRES 2020), Beijing, China.… [find](https://scholar.google.com/scholar?q=Anusuriya+Devaraju%2C+Robert+Huber%2C+Peter+Herterich%2C+Andreas+Petzold%2C+Peter+Wittenburg%2C+Hendrik+Diener%2C+Ulrich+Schwardmann%2C+and+Ulrike+W%C3%B6%C3%9Fner%2E+2020%2E+F%2Duji%3A+An+automated+fair+data+assessment+tool%2E+In+Pro)
6. Martin Doerr. 2003. The CIDOC conceptual reference model: An ontological approach to semantic interoperability of metadata. AI Magazine, 24(3):75–92. [find](https://scholar.google.com/scholar?q=Martin+Doerr%2E+2003%2E+The+CIDOC+conceptual+reference+model%3A+An+ontological+approach+to+semantic+interoperability+of+metadata%2E+AI+Magazine%2C+24%283%29%3A75%E2%80%9392%2E)
7. European Commission: Directorate General for Research and Innovation. 2025. The european strategy on research and technology infrastructures. [https://data.europa.eu/doi/10.2777/9553939](https://data.europa.eu/doi/10.2777/9553939). Accessed: 2025-10-22. — [doi:10.2777/9553939](https://doi.org/10.2777/9553939) [↗](https://data.europa.eu/doi/10.2777/9553939)
8. FAIRsFAIR Project Consortium. 2021. Fairsfair data object assessment metrics v0.8. Zenodo. Deliverable D5.4. Defines indicators and metrics for automated FAIR data assessment. [find](https://scholar.google.com/scholar?q=FAIRsFAIR+Project+Consortium%2E+2021%2E+Fairsfair+data+object+assessment+metrics+v0%2E8%2E+Zenodo%2E+Deliverable+D5%2E4%2E+Defines+indicators+and+metrics+for+automated+FAIR+data+assessment%2E)
9. Sonja Filiposka, Dominique Green, Anastas Mishev, Vojdan Kjorveziroski, Andrea Corleto, Eleonora Napolitano, Gabriella Paolini, et al. 2023. D2.2 methodology for FAIR-by-design training materials. [find](https://scholar.google.com/scholar?q=Sonja+Filiposka%2C+Dominique+Green%2C+Anastas+Mishev%2C+Vojdan+Kjorveziroski%2C+Andrea+Corleto%2C+Eleonora+Napolitano%2C+Gabriella+Paolini%2C+et+al%2E+2023%2E+D2%2E2+methodology+for+FAIR%2Dby%2Ddesign+training+materials%2E)
10. Nancy J Hoebelheinrich, Katarzyna Biernacka, Michelle Brazas, Leyla Jael Castro, Nicola Fiore, Margareta Hellström, Emma Lazzeri, et al. 2022. Recommendations for a minimal metadata set to aid harmonised discovery of learning resources. [find](https://scholar.google.com/scholar?q=Nancy+J+Hoebelheinrich%2C+Katarzyna+Biernacka%2C+Michelle+Brazas%2C+Leyla+Jael+Castro%2C+Nicola+Fiore%2C+Margareta+Hellstr%C3%B6m%2C+Emma+Lazzeri%2C+et+al%2E+2022%2E+Recommendations+for+a+minimal+metadata+set+to+aid+harmoni)
11. Michele Mallia, Fahad Khan, Silvia Calvi, and Klara Dankova. 2025. Methodology for converting and publish tabular data into skos resources via python notebooks. In CLARIN Annual Conference Proceedings, page 113. [find](https://scholar.google.com/scholar?q=Michele+Mallia%2C+Fahad+Khan%2C+Silvia+Calvi%2C+and+Klara+Dankova%2E+2025%2E+Methodology+for+converting+and+publish+tabular+data+into+skos+resources+via+python+notebooks%2E+In+CLARIN+Annual+Conference+Proceedings)
12. Daniele Melaccio, Federico Boschetti, and Monica Monachini. 2025. Interfacing CLARIN with H2IOSC: Metadata Interoperability through Ontology-based Mediation. In Proceedings of the CLARIN Annual Conference 2025. [find](https://scholar.google.com/scholar?q=Daniele+Melaccio%2C+Federico+Boschetti%2C+and+Monica+Monachini%2E+2025%2E+Interfacing+CLARIN+with+H2IOSC%3A+Metadata+Interoperability+through+Ontology%2Dbased+Mediation%2E+In+Proceedings+of+the+CLARIN+Annual+Confer)
13. Daniele Melaccio, Giulia Pedonese, Iulianna Van der Lek, Thalassia Kontino, and Francesca Frontini. 2026. Fair training materials for disciplinary research infrastructures: Metadata, vocabularies, and selective harvesting in the h2iosc ecosystem. In Proceedings of the 22nd Conference on Information… [find](https://scholar.google.com/scholar?q=Daniele+Melaccio%2C+Giulia+Pedonese%2C+Iulianna+Van+der+Lek%2C+Thalassia+Kontino%2C+and+Francesca+Frontini%2E+2026%2E+Fair+training+materials+for+disciplinary+research+infrastructures%3A+Metadata%2C+vocabularies%2C+and)
14. Ljiljana Poljak Bilić and Kristina Posavec. 2024. Fairness of research data in the european humanities landscape. Publications, 12(1). [find](https://scholar.google.com/scholar?q=Ljiljana+Poljak+Bili%C4%87+and+Kristina+Posavec%2E+2024%2E+Fairness+of+research+data+in+the+european+humanities+landscape%2E+Publications%2C+12%281%29%2E)
15. Georg Rehm, Stelios Piperidis, Khalid Choukri, Andrejs Vasil , jevs, Katrin Marheinecke, Victoria Arranz, Aivars Bērzin , š, Miltos Deligiannis, Dimitris Galanis, Maria Giagkou, Katerina Gkirtzou, Dimitris Gkoumas, Annika Grützner-Zahn, Athanasia Kolovou, Penny Labropoulou, Andis Lagzdin , š, Elena… [find](https://scholar.google.com/scholar?q=Georg+Rehm%2C+Stelios+Piperidis%2C+Khalid+Choukri%2C+Andrejs+Vasil+%2C+jevs%2C+Katrin+Marheinecke%2C+Victoria+Arranz%2C+Aivars+Be%CC%84rzin+%2C+%C5%A1%2C+Miltos+Deligiannis%2C+Dimitris+Galanis%2C+Maria+Giagkou%2C+Katerina+Gkirtzou%2C+Di)
16. Pietro Sichera, Cristina Marras, and Enrico Pasini. 2024. Orchestrazione API per workflow applicativi nell’ambito delle digital humanities. [find](https://scholar.google.com/scholar?q=Pietro+Sichera%2C+Cristina+Marras%2C+and+Enrico+Pasini%2E+2024%2E+Orchestrazione+API+per+workflow+applicativi+nell%E2%80%99ambito+delle+digital+humanities%2E)
17. Pietro Sichera, Monica Monachini, Valeria Quochi, Nicola Giampietro, Vittoria Fabiani, Roberta Ottaviani, and Roberta Bianca Luzietti. 2025. Synergies between CLARIN-IT and OPERAS-IT within H2IOSC: Monitoring communities and orchestrating digital services. In Proceedings of the CLARIN Annual Confere… [find](https://scholar.google.com/scholar?q=Pietro+Sichera%2C+Monica+Monachini%2C+Valeria+Quochi%2C+Nicola+Giampietro%2C+Vittoria+Fabiani%2C+Roberta+Ottaviani%2C+and+Roberta+Bianca+Luzietti%2E+2025%2E+Synergies+between+CLARIN%2DIT+and+OPERAS%2DIT+within+H2IOSC%3A+Mo)
18. SSHOC Consortium. 2022. Sshoc reference ontology (sshocro). Accessed: 2025-10-24. [find](https://scholar.google.com/scholar?q=SSHOC+Consortium%2E+2022%2E+Sshoc+reference+ontology+%28sshocro%29%2E+Accessed%3A+2025%2D10%2D24%2E)
19. Dieter Van Uytvanck, Andreas Witt, and Daan Broeder. 2012. Cmdi: A component metadata infrastructure for CLARIN. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012), Istanbul, Turkey. ELRA. Describes CMDI’s component-based metadata framework. [find](https://scholar.google.com/scholar?q=Dieter+Van+Uytvanck%2C+Andreas+Witt%2C+and+Daan+Broeder%2E+2012%2E+Cmdi%3A+A+component+metadata+infrastructure+for+CLARIN%2E+In+Proceedings+of+the+Eighth+International+Conference+on+Language+Resources+and+Evaluat)
20. Iulianna van der Lek, Francesca Frontini, Darja Fišer, and Alexander König. 2025. Making the CLARIN training materials FAIR-by-design. [find](https://scholar.google.com/scholar?q=Iulianna+van+der+Lek%2C+Francesca+Frontini%2C+Darja+Fi%C5%A1er%2C+and+Alexander+K%C3%B6nig%2E+2025%2E+Making+the+CLARIN+training+materials+FAIR%2Dby%2Ddesign%2E)
21. Mark D. Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, Jan-Willem Boiten, Luiz Bonino da Silva Santos, Philip E. Bourne, Jildau Bouwman, Anthony J. Brookes, Tim Clark, Mercè Crosas, Ingrid Dillo, Olivier Dumon, Scott Edmunds, Chris… [find](https://scholar.google.com/scholar?q=Mark+D%2E+Wilkinson%2C+Michel+Dumontier%2C+IJsbrand+Jan+Aalbersberg%2C+Gabrielle+Appleton%2C+Myles+Axton%2C+Arie+Baak%2C+Niklas+Blomberg%2C+Jan%2DWillem+Boiten%2C+Luiz+Bonino+da+Silva+Santos%2C+Philip+E%2E+Bourne%2C+Jildau+Bou)
22. Claus Zinn. 2016. The CLARIN language resource switchboard. In Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), Portorož, Slovenia. ELRA. 9. [find](https://scholar.google.com/scholar?q=Claus+Zinn%2E+2016%2E+The+CLARIN+language+resource+switchboard%2E+In+Proceedings+of+the+Tenth+International+Conference+on+Language+Resources+and+Evaluation+%28LREC+2016%29%2C+Portoro%C5%BE%2C+Slovenia%2E+ELRA%2E+9%2E)
23. Language Resource References Christoph Draxler and van den Heuvel, Henk and van der Lek, Iulianna and Francesca Frontini and Giulia Pedonese. 2025. Introduzione alla Gestione dei Dati Orali. H2IOSC Training Library. PID [https://h2iosc-training-library.ilc4clarin.ilc.cnr.it/it/ricerca/archive/150](https://h2iosc-training-library.ilc4clarin.ilc.cnr.it/it/ricerca/archive/150). [↗](https://h2iosc-training-library.ilc4clarin.ilc.cnr.it/it/ricerca/archive/150)
24. AA. VV. 2005. Musisque Deoque (MQDQ). ILC-CNR for CLARIN-IT repository hosted at Institute for Computational Linguistics "A. Zampolli". PID [http://hdl.handle.net/20.500.11752/OPEN-555](http://hdl.handle.net/20.500.11752/OPEN-555). [↗](http://hdl.handle.net/20.500.11752/OPEN-555)
25. Zanola, Maria Teresa and Dankova, Klara and Grimaldi, Claudio and Serpente, Anna. 2023. Pan-Latin Lexicon of Collars and Sleeves in Fashion and Costume. ILC-CNR for CLARIN-IT repository hosted at Institute for Computational Linguistics "A. Zampolli". PID [http://hdl.handle.net/20.500.11752/OPEN-987](http://hdl.handle.net/20.500.11752/OPEN-987). [↗](http://hdl.handle.net/20.500.11752/OPEN-987)
26. Zanola, Maria Teresa and Osservatorio di terminologie e politiche linguistiche, Università Cattolica del Sacro Cuore. 2025. MADIN-TERM : Agri-food terminology. ILC-CNR for CLARIN-IT repository hosted at Institute for Computational Linguistics "A. Zampolli". PID [http://hdl.handle.net/20.500.11752/OPE…](http://hdl.handle.net/20.500.11752/OPE…) [↗](http://hdl.handle.net/20.500.11752/OPE…)
