Leveraging the European XR industry technologies to empower immersive learning and training

Informations projet

XR2Learn

N° de convention de subvention: 101092851

DOI

10.3030/101092851

Projet clôturé

Date de signature de la CE 17 Novembre 2022

Date de début 1 Janvier 2023

Date de fin 30 Juin 2026

Financé au titre de

• Digital, Industry and Space

Coût total

€ 7 660 125,00

Contribution de l’UE

€ 6 998 568,50

Coordonné par

CONSORZIO NAZIONALE INTERUNIVERSITARIO PER LE TELECOMUNICAZIONI (CNIT)
Italy

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Other (4)

XR2Learn Marketplace, IPR tools and platform

This is the software code of the marketplace (including the on-demand part) and the IPR tools accompanied by the relevant specifications and use guidance. The deliverable is updated on month 30.

XR2Learn technical support services (v1)

This is the outcome of tasks 3.3 and 3.4 reported in two different time points in the project lifetime. This is the first version.

XR2Learn beacon applications

This is the software of the beacon applications which is going to be demonstrated to external audiences (output of task 3.1).

XR2Learn enablers (v1)

This is the software of the XR2Learn enablers which will be accompanied by documentation as an outcome of task 3.2.

Documents, reports (8)

Open call documentation, reports and analytics

Output of task 4.1 and comprises the information needed for the applicants to submit such as the Guidelines for Applicants, application form, and documents templates, and the FAQs. The deliverable will be updated on month 22.

Dissemination, Exploitation, Communication Plan

This is the outcome of tasks 5.1 (developing the PDCER early on in the project) and 5.2 reported in three different time points in the project lifetime. The deliverable will be updated on months 18 and 30.

XR-application delivery programme

Output of task 4.2 reporting the statistics of the first open call (ensuring that the T4.1 guidelines are met) and the results from the relevant evaluations and reviews.

Dissemination, Exploitation, Communication Plan (v3)

The deliverable updates D5.2 with the outcome of tasks 5.1 (developing the PDCER early on in the project) and 5.2 reported in three different time points in the project lifetime from M18 up to M30.

Ecosystem activities and business support services

This document reports the work carried out in tasks 2.1 and 2.2. Updated on months 16 and 42.

Data Management Plan

The data management plan of the project. Any updates will be included in the Periodic Project Reports (PPRs).

Open call documentation, reports and analytics (v2)

This document updates D4.1 with the of output of task 4.1 up to M22. It comprises the information needed for the applicants to submit such as the Guidelines for Applicants, application form, and documents templates, and the FAQs.

Dissemination, Exploitation, Communication Plan (v2)

The deliverable updates D5.1 with the outcome of tasks 5.1 (developing the PDCER early on in the project) and 5.2 reported in three different time points in the project lifetime from M6 up to M18.

Publications

Conference proceedings (14)

Energy Cost of Enhancing Reliability of Machine Learning Models for Edge IoT Security

Auteurs: Hussein Fawaz, Omran Ayoub, Davide Andreoletti, Silvia Giordano
Éditeur: IEEE

Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations

Auteurs: Bulat Khaertdinov, Pedro Jeruis, Annanda Sousa, Enrique Hortal
Publié dans: Interspeech 2024, 2024, ISSN 2958-1796
Éditeur: ISCA
DOI: 10.21437/INTERSPEECH.2024-860

XR4HRC Project: Training and Evaluation Approaches for Human-Robot Collaboration with Extended Reality

Auteurs: Yunus Emre Esen, Uğur Yayan, Kübra Yayan, Berk Kaan Çetincan
Publié dans: ICETOL 2024 conference proceedings, 2024
Éditeur: ICETOL

From Abstract Theory to Immersive Reality: Addressing the XR Dimensions in Education Through a Hybrid Instructional Design Model

Auteurs: C. Karachristos, T. Kouvara, T. Orphanoudakis
Publié dans: 2025 MIPRO 48th ICT and Electronics Convention, 2025
Éditeur: IEEE
DOI: 10.1109/MIPRO65660.2025.11131762

Emotion Recognition in Adaptive Virtual Reality Settings: Challenges and Opportunities

Auteurs: Mousavi, S. M. H., Khaertdinov, B., Jeuris, P., Hortal, E., Andreoletti, D., Giordano, S.
Publié dans: Proceedings of the Workshop on Advances of Mobile and Wearable Biometrics (WAMWB 2023) co-located with ACM International Conference on Mobile Human-Computer Interaction 2023 (MobileHCI 2023), Numéro 3517, 2023, ISSN 1613-0073
Éditeur: CEUR Workshop Proceedings

Addressing Data Scarcity in Emotion Recognition from Body Motion Through Style Transfer

Auteurs: Lorenzo Di Folco, Davide Andreoletti, Matteo Besenzoni, Tiziano Leidi, Silvia Giordano
Publié dans: 2026 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2026
Éditeur: IEEE
DOI: 10.1109/PERCOMWORKSHOPS68308.2026.11585360

The V-Lab VR Educational Application Framework: A Beacon Application of the XR2Learn Project

Auteurs: Vasilis Zafeiropoulos, George Anastassakis, Theofanis Orphanoudakis, Dimitris Kalles, Anastasios Fanariotis, and Vassilis Fotopoulos
Publié dans: MobileHCI '23 Companion: Proceedings of the 25th International Conference on Mobile Human-Computer Interaction, Numéro 2023, 2023, ISBN 978-1-4503-9924-1
Éditeur: ACM
DOI: 10.1145/3565066.3608246

The Magic XRoom: A Flexible VR Platform for Controlled Emotion Elicitation and Recognition

Auteurs: Seyed Muhammad Hossein Mousavi, Matteo Besenzoni, Davide Andreoletti, Achille Peternier, Silvia Giordano
Publié dans: MobileHCI '23 Companion: Proceedings of the 25th International Conference on Mobile Human-Computer Interaction, Numéro 2023, 2023, ISBN 978-1-4503-9924-1
Éditeur: ACM
DOI: 10.1145/3565066.3608247

XR-Enabled Immersive Training for Industry 5.0: The XRTwinScape Platform

Auteurs: """Andrea Amorosini, Dario De Maio, Giada Migliaccio, Daniele Monaco, Maria Angela Pellegrino, Vittorio Scarano, Carmine Spagnuolo and Immacolata Stizzo """
Publié dans: 2025
Éditeur: SENSE XR: The Feeling of Virtual, XR, Haptics, and 3D Graphics. Workshop at CHItaly 2025

V-Lab: Extensible VR Simulation for Science Lab Training

Auteurs: V. Zafeiropoulos, G. Anastassakis, C. Karachristos, T. Kouvara, T. Orphanoudakis, D. Kalles
Publié dans: Innovating Higher Education Conference i-HE2025
Éditeur: EADTU
DOI: 10.5281/ZENODO.17813118

PaperXR: An Immersive Virtual Reality Training Tool for Sustainable and Resilient Workforce Development in Industrial Printing

Auteurs: Dimitrios Amaxilatis, Efstratia Chita, Evdoxia Vasileiou, Nikolaos Tsironis, Christos Zaroliagis, Damianos Gavalas, Konstantinos Bailas, Maria Gotsopoulou, Vlasios Kasapakis
Publié dans: 2025 IEEE International Smart Cities Conference (ISC2), 2025
Éditeur: IEEE
DOI: 10.1109/ISC266238.2025.11293355

Addressing Data Scarcity in Emotion Recognition from Body Motion Through Style Transfer

Auteurs: Lorenzo Di Folco, Davide Andreoletti, Matteo Besenzoni, Tiziano Leidi, Silvia Giordano
Éditeur: IEE

The Magic XRoom: A Flexible VR Platform for Controlled Emotion Elicitation and Recognition

Auteurs: Seyed Muhammad Hossein Mousavi, Matteo Besenzoni, Davide Andreoletti, Achille Peternier, Silvia Giordano
Publié dans: Proceedings of the 25th International Conference on Mobile Human-Computer Interaction, 2025
Éditeur: ACM
DOI: 10.1145/3565066.3608247

INTERACT: An authoring tool that facilitates the creation of human centric interaction with 3d objects in virtual reality

Auteurs: Rama Krishnan Gopal Ramasamy Thandapani, Benjamin Capel, Antoine Lasnier, and Ioannis Chatzigiannakis
Publié dans: MobileHCI '23 Companion: Proceedings of the 25th International Conference on Mobile Human-Computer Interaction, Numéro 2023, 2023, ISBN 978-1-4503-9924-1
Éditeur: ACM
DOI: 10.1145/3565066.3608250

Other (6)

A New Dimension of Learning: Exploring the Impact of XR4HRC on Training Efficacy

Auteurs: Kübra Yayan, Yunus Emre Esen, Uğur Yayan
Publié dans: ERCIM News, Numéro 137, 2024, ISSN 0926-4981
Éditeur: ERCIM

Extended Reality - Introduction to the Special Theme

Auteurs: Ioannis Chatzigiannakis, Holger Graf, Manos Kamarianakis, and Aris Lalos
Publié dans: ERCIM News, Numéro 137, 2024, ISSN 0926-4981
Éditeur: ERCIM

Proximity Machinery through Distributed Augmented Reality: Design for Training the Resilient Operator 5.0

Auteurs: Alessandro Pollini, Tania Sabatini, Sara Traversari
Publié dans: ERCIM News, Numéro 137, 2024, ISSN 0926-4981
Éditeur: ERCIM

The XR2Learn Project Approach to Empowering Immersive Learning and Training Leveraging European XR Industry Technologies

Auteurs: Ioannis Chatzigiannakis, Silvia Giordano, Theofanis Orphanoudakis
Publié dans: ERCIM News, Numéro 137, 2024, ISSN 0926-4981
Éditeur: ERCIM

Personalised, Context-Aware XR Training Applications Driven by Large Language Models

Auteurs: George Fatouros, John Soldatos
Publié dans: ERCIM News, Numéro 137, 2024, ISSN 0926-4981
Éditeur: ERCIM

XR2Learn: Policy Recommendations for Immersive Education and Human-Centric AI

Auteurs: Ioannis Chatziagiannakis
Publié dans: 2026
Éditeur: Open Access Government

Book chapters (2)

Edge-Based Federated Learning Methods for Remaining Useful Life Estimation in IIoT

Auteurs: Dimitrios Amaxilatis, Sarantis Papachristofilou, Christos Zaroliagis
Publié dans: Lecture Notes in Computer Science, Algorithmic Aspects of Cloud Computing, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-94677-6_6

Proposition of IT Platform for Combating Wildfires with Decision Support System

Auteurs: Krishna Chandramouli, Rafał Kozik, Marcin Przybyszewski, Dominika Grunwald, Michał Choraś
Publié dans: Lecture Notes in Computer Science, Availability, Reliability and Security, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-032-00644-8_16

Peer reviewed articles (8)

Advancing Integrated Fire Management and Closer-to-Nature Forest Management: A Holistic Approach to Wildfire Risk Reduction and Ecosystem Resilience in Quinta da França, Portugal

Auteurs: Tiago Domingos, Nikolaos Kalapodis, Georgios Sakkas, Krishna Chandramouli, Ivo Gama, Vânia Proença, Inês Ribeiro, Manuel Pio
Publié dans: Forests, Numéro 16, 2025, ISSN 1999-4907
Éditeur: MDPI AG
DOI: 10.3390/F16081306

SOL977: Ingenious Revival – A Martian Simulation Game for STEM Engagement and Space Education

Auteurs: Irini Sotiriadou, Vasilis Zafeiropoulos, Dimitris Kalles, Theophanis Orphanoudakis
Publié dans: European Conference on Games Based Learning, Numéro 19, 2025, ISSN 2049-100X
Éditeur: Academic Conferences and Publishing International Ltd
DOI: 10.34190/ECGBL.19.2.3911

Delphi-Based Expert Evaluation of the XR2Learn Hybrid Instructional Design Framework for XR Education

Auteurs: Christoforos Karachristos, Theodora Kouvara, Vasilis Zafeiropoulos, Theofanis Orphanoudakis, Giorgos Anastasakis, Alessandra Antonaci, Ioannis Chatzigiannakis, Maria Paola Conte, Angelica Marsico, Sindi Devole, Silvia Giordano, Matteo Besenzoni
Publié dans: Computers, Numéro 15, 2026, ISSN 2073-431X
Éditeur: MDPI AG
DOI: 10.3390/COMPUTERS15020131

PaperXR: Immersive virtual reality for industrial printing machinery training

Auteurs: Dimitrios Amaxilatis, Efstratia Chita, Evdoxia Vasileiou, Christos Zaroliagis, Vlasios Kasapakis
Publié dans: Computers & Education: X Reality, Numéro 8, 2026, ISSN 2949-6780
Éditeur: Elsevier BV
DOI: 10.1016/J.CEXR.2026.100156

Emotion recognition in virtual reality: Toward adaptive and responsible technologies

Auteurs: Davide Andreoletti, Tiziano Leidi, Achille Peternier, Silvia Giordano
Publié dans: Empathic Computing, 2026, ISSN 3106-8065
Éditeur: Science Exploration Press
DOI: 10.70401/EC.2026.0019

Smart Detection System of Safety Hazards in Industry 5.0

Auteurs: Stavroula Bourou, Apostolos Maniatis, Dimitris Kontopoulos, Panagiotis A Karkazis
Publié dans: Telecom, Numéro 5(1), 2023, ISSN 2673-4001
Éditeur: MDPI
DOI: 10.3390/telecom5010001

XR-Driven Robotic System Training for Occupational Health, Safety, and Maintenance

Auteurs: Yunus Emre Esen, Berk Kaan Çetincan, Kübra Yayan, Hüseyin Güray Gürlek, Uğur Yayan
Publié dans: IEEE Access, Numéro 13, 2025, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3556699

Towards wildfire risk reduction goals and targets for Europe – Opportunities and challenges

Auteurs: C. Berchtold, K. Petersen, M. Kaskara, M.L. Pettinari, J. Vinders, J. Schlierkamp, N. Kalapodis, G. Sakkas, P. Brunet, J. Soldatos, A. Lazarou, D. Casciano, K. Chandramouli, T. Deubelli, A. Scolobig, H. Silva, E. Plana, M. Garofalo
Publié dans: Climate Risk Management, Numéro 50, 2025, ISSN 2212-0963
Éditeur: Elsevier BV
DOI: 10.1016/J.CRM.2025.100744