Ontology-based Decentralized Sharing of Industry Data in the European Circular Economy

Digital, Industry & SpaceHORIZON-RIAID: 101058682
EC Contribution
€35,303
Consortium Size
12 orgs
Start Year
2022
Summary

Circular economy aims at reducing value loss and avoiding waste, by circulating materials or product parts before they become waste. Today, lack of support for sharing data in a secure, quality assured, and automated way is one of the main obstacles that industry actors point to when creating new circular value networks. Together with using different terminologies and not having explicit definitions of the concepts that appear in data, this makes it very difficult to create new ecosystems of actors in Europe today. This project will address the core challenges of making decentralized data and information understandable and usable for humans as well as machines. The project will leverage open standards for semantic data interoperability in establishing a shared vocabulary (ontology network) for data documentation, as well as a decentralized digital platform that enables collaboration in a secure and privacy-preserving manner. The project addresses a number of open research problems, including the development of ontologies that need to model a wide range of different materials and products, not only providing vertical interoperability but also horizontal interoperability, for cross-industry value networks. As well as transdisciplinary research on methods to find, analyse and assess new circular value chain configurations opened up by considering resource, information, value and energy flows as an integral part of the same complex system. Three industry use cases, from radically different industry domains, act as drivers for the research and development activities, as well as test beds and demonstrators for the cross-industry applicability of the results. The developed solutions will allow for automation of planning, management, and execution of circular value networks, at a European scale, and beyond. The project thereby supports acceleration of the digital and green transitions, automating the discovery and formation of new collaborations in the circular economy.

Consortium (12)

Project Results (49)

Source: CORDIS, the EU research results database.

Publications (31)
Assessing the Capability of Large Language Models for Domain-Specific Ontology Generation
· 2025
Lippolis, A. S., Saeedizade, M. J., Keskisärkkä, R., Gangemi, A., Blomqvist, E., & Nuzzolese, A. G
Development and Outlook of the Circular Economy Track at the Ontology Alignment Evaluation Initiative
· 2025
Huanyu Li, Jana Vataščinová, Ondřej Zamazal, Ying Li, Patrick Lambrix, Eva Blomqvist
Extending RML to Support Permissioned Data Sharing with Multiple Views
· 2025
Els de Vleeschauwer, Gerald Haesendonck, Ben De Meester and Pieter Colpaert
Large Language Models as Booster in Pattern-Based Ontology Transformation
Lecture Notes in Computer Science, The Semantic Web: ESWC 2025 Satellite Events· 2025DOI
Peter Vajdečka
Large Language Models Assisting Ontology Evaluation
· 2025DOI
Lippolis, A. S., Saeedizade, M. J., Keskisärkkä, R., Gangemi, A., Blomqvist, E., & Nuzzolese, A. G.
Miravi - a Linked Data Viewer
· 2025
Els de Vleeschauwer, Dylan Van Assche and Ben De Meester
Ontology Generation Using Large Language Models
Lecture Notes in Computer Science, The Semantic Web· 2025DOI
Anna Sofia Lippolis, Mohammad Javad Saeedizade, Robin Keskisärkkä, Sara Zuppiroli, Miguel Ceriani, Aldo Gangemi, Eva Blomqvist, Andrea Giovanni Nuzzolese
Results and Discussions from Aligning Ontologies in the Circular Economy Domain
· 2025
Huanyu Li, Jana Vataščinová, Ondřej Zamazal, Ying Li, Patrick Lambrix, Eva Blomqvist
RMLMapper supported by RML-view-to-CSV in the KGCW Challenge 2025
· 2025
Els de Vleeschauwer, Dylan Van Assche and Ben De Meester
Testbed for Evaluating LLMs on Concept Naming Within Ontology Transformation
Lecture Notes in Computer Science, The Semantic Web: ESWC 2025 Satellite Events· 2025DOI
Peter Vajdečka, Vojtěch Svátek
An ontology for units of measures across history, standards, and scientific and technology domainsAndersson
· 2024
Andersson, O., Li, H., Lambrix, P., & Armiento, R.
An ontology for units of measures across history,standards, and scientific and technology domains
Proceedings of the First International Workshop on Semantic Materials Science: Harnessing the Power of Semantic Web Technologies in Materials Science co-located with the 20th International Conference on Semantic Systems (SEMANTiCS 2024)· 2024
Andersson, Oskar; Li, Huanyu; Lambrix, Patrick; Armiento, Rickard
Initial and Experimental Ontology Alignment Results in the Circular Economy Domain.
· 2024
LI, Huanyu; BLOMQVIST, Eva; LAMBRIX, Patrick.
Initial development of an ontology for the semiconductor domain – SemicONTO
· 2024
Li, H., Wang, C., & Lambrix, P.
Leveraging Meta-Modelling Language for Ontology Structuring and Validation
· 2024
Adams, Z., Homola, M., Kľuka, J., & Svátek, V.
Navigating Ontology Development with Large Language Models
Lecture Notes in Computer Science, The Semantic Web· 2024DOI
Mohammad Javad Saeedizade, Eva Blomqvist
OWL Data Properties Ontologically
· 2024
Vojtech Svátek, Katerina Haniková, Ondrej Zamazal
PatOMat2: A Tool for Pattern-Based Ontology Transformation using SPARQL
· 2024
Ondrej Zamazal, Martin Ledvinka, Vojtech Svátek
PBF-AMP-Onto: an ontology for powder bed fusion additive manufacturing processes
· 2024
Mina Abd Nikooie Pour, Prithwish Tarafder, Anton Wiberg, Huanyu Li, Johan Moverare, Patrick Lambrix
RDF2JSON-OM: Dynamic ontology serialization using ontology mapping paths
· 2024
Patrik Kompuš
Repairing Networks of $\mathcal{EL_\perp}$ Ontologies using Weakening and Completing -- Extended version
· 2024DOI
Li, Ying; Lambrix, Patrick
Results of the Ontology Alignment Evaluation Initiative 2024
CEUR Workshop Proceedings· 2024DOI
Pour, Mina Abd Nikooie; Algergawy, Alsayed; Blomqvist, Eva; Buche, Patrice; Chen, Jiaoyan; Cotovio, Pedro Giesteira; Coulet, Adrien; Cufi, Julien; Dong, Hang; Faria, Daniel; Ferraz, Lucas; Hertling, Sven; He, Yuan; Horrocks, Ian; Ibanescu, Liliana; Jain, Dr Sarika; Jiménez-Ruiz, Ernesto; Karam, Naouel; Kraus, Felix; Lambrix, Patrick; Li, Huanyu; Li, Ying; Monnin, Pierre; Paulheim, Heiko; Pesquita, Catia; Sharma, Abhisek; Shvaiko, Pavel; Silva, Marta; Sousa, Guilherme; Trojahn, Cassia; Vataščinová, Jana; Yaman, Beyza; Zamazal, Ondrej; Zhou, Lu
Results of the Ontology Alignment Evaluation Initiative 2024
Proceedings of the 19th International Workshop on Ontology Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024)· 2024
Pour, Mina Abd Nikooie; Algergawy, Alsayed; Blomqvist, Eva; Buche, Patrice; Chen, Jiaoyan; Cotovio, Pedro Giesteira; Coulet, Adrien; Cufi, Julien; Dong, Hang; Faria, Daniel; Ferraz, Lucas; Hertling, S
RML-view-to-CSV : a proof-of-concept Implementation for RML Logical Views
· 2024
Els de Vleeschauwer, Pano Maria, Ben De Meester and Pieter Colpaert
RMLStreamer supported by RML-view-to-CSV in the performance track of the KGCW Challenge 2024
· 2024
Els de Vleeschauwer and Ben De Meester
The Open Circularity Platform: a Decentralized Data Sharing Platform for Circular Value Networks
· 2024
Gertjan De Mulder, Els de Vleeschauwer, Ben De Meester, Pieter Colpaert, Olaf Hartig
Towards Pattern-based Complex Ontology Matching using SPARQL and LLM
· 2024
Ondrej Zamazal
Welcome, Newborn Entity! On Handling Newly Generated Entities in Ontology Transformation
· 2024
Vojtech Svátek, Ondrej Zamazal, Katerina Haniková, David Chudán, Mohammad Javad Saeedizade, Eva Blomqvist
A Survey of General Ontologies for the Cross-Industry Domain of Circular Economy
WWW '23 Companion: Companion Proceedings of the ACM Web Conference 2023· 2023DOI
Huanyu Li, Mina Abd Nikooie Pour, Ying Li, Mikael Lindecrantz, Eva Blomqvist, Patrick Lambrix
Cross-domain Modelling – A Network of Core Ontologies for the Circular Economy
14th Workshop on Ontology Design and Patterns (WOP 2023)· 2023
Eva Blomqvist, Huanyu Li, Robin Keskisärkkä, Mikael Lindecrantz, Mina Abd Nikooie Pour, Ying Li, and Patrick Lambrix
Decentralized Digital Twins of Circular Value Networks - A Position Paper
· 2022
Eva Blomqvist, Mikael Lindecrantz, Fenna Blomsma, Patrick Lambrix, and Ben De Meester
Deliverables (17)
Other Results (1)
Periodic Reporting for period 1 - Onto-DESIDE (Ontology-based Decentralized Sharing of Industry Data in the European Circular Economy)