Flexibilization of complex Ecosystems using Democratic AI based Decision Support and Recommendation Systems at Work

Informazioni relative al progetto

FAIRWork

ID dell’accordo di sovvenzione: 101069499

DOI

10.3030/101069499

Progetto chiuso

Data della firma CE 14 Giugno 2022

Data di avvio 1 Settembre 2022

Data di completamento 31 Agosto 2025

Finanziato da

• Digital, Industry and Space

Costo totale

€ 3 496 388,35

Contributo UE

€ 2 979 375,00

Coordinato da

BOC PRODUCTS & SERVICES AG
Austria

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Conference proceedings (19)

Curiosity Driven Reinforcement Learning for Job Shop Scheduling

Autori: Alexander Nasuta, Marco Kemmerling, Hans Zhou, Anas Abdelrazeq, Robert H. Schmitt
Pubblicato in: Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013143800003890

Digital Shadows and Twins for Human Experts and Data-Driven Services in a Framework of Democratic AI-based Decision Support

Autori: Paletta Lucas, Zeiner Herwig, Schneeberger Michael, Quadri Yusuf
Pubblicato in: Cognitive Computing and Internet of Things, 2023
Editore: AHFE Open Access
DOI: 10.54941/ahfe1003971

Towards a Democratic AI-based Decision Support System to Improve Decision Making in Complex Ecosystems

Autori: Woitsch Robert, Muck Christian, Utz Wilfrid, Zeiner Herwig
Pubblicato in: Joint Proceedings of the BIR 2023 Workshops and Doctoral Consortium co-located with 22nd International Conference on Perspectives in Business Informatics Research (BIR 2023), 2023, ISSN 1613-0073
Editore: CEUR Workshop Proceedings (CEUR-WS.org)

Reward Shaping for Job Shop Scheduling

Autori: Nasuta, A., Kemmerling, M., Lütticke, D., Schmitt, R.H.
Pubblicato in: Machine Learning, Optimization, and Data Science. LOD 2023, Numero 14505, 2024, ISBN 978-3-031-53969-5
Editore: Springer, Cham
DOI: 10.1007/978-3-031-53969-5_16

A Recognition Service for Haptic Modelling in Scene2Model - Neural Networks for Design Thinking

Autori: Utz Wilfrid, Muck Christian
Pubblicato in: Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), 2023, ISSN 1613-0073
Editore: CEUR Workshop Proceedings (CEUR-WS.org)

Resilience Scores from Wearable Biosignal Sensors for Decision Support of Worker Allocation in Production

Autori: Lucas Paletta, Michael Schneeberger, Martin Pszeida, Jochen Mosbacher, Florian Haid, Julia Tschuden, Herwig Zeiner
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, 2024
Editore: AHFE International
DOI: 10.54941/AHFE1004713

Research Protocol for the Estimation of Recovery-stress States of Workers at the Manufacturing Site Using Wearables

Autori: Lucas Paletta, Michael Schneeberger, Martin Pszeida, Herwig Zeiner, Jochen A Mosbacher
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, Numero 165, 2025
Editore: AHFE International
DOI: 10.54941/AHFE1006093

The Algorithmic Fairness Challenge in Decision-Making

Autori: Herwig Zeiner, Lucas Paletta, Gustavo Vieira
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, Numero 165, 2025
Editore: AHFE International
DOI: 10.54941/AHFE1006103

From Simple to Sophisticated: Investigating the Spectrum of Decision Support Complexity with AI Integration in Manufacturing

Autori: Sylwia Olbrych, Alexander Nasuta, Marco Kemmerling, Anas Abdelrazeq, Robert H Schmitt
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, 2024
Editore: AHFE International
DOI: 10.54941/AHFE1004711

Explainability of Industrial Decision Support System using Digital Design Thinking with Scene2Model

Autori: Christian Muck, Julia Tschuden, Herwig Zeiner, Wilfrid Utz
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, 2024
Editore: AHFE International
DOI: 10.54941/AHFE1004710

Resilience Scores for Decision Support Using Wearable Biosignal Data with Requirements on Fair and Transparent AI

Autori: Lucas Paletta, Herwig Zeiner, Michael Schneeberger, Martin Pszeida, Jochen A. Mosbacher, Julia Tschuden
Pubblicato in: 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), Numero 11, 2024
Editore: IEEE
DOI: 10.1109/ETFA61755.2024.10710860

Fairness in Designing Decision-Making Processes with Multi-Agent Systems and Human Factors

Autori: Gustavo Vieira, Herwig Zeiner, Lucas Paletta, Rui Fernandes, Higor Rosse, Khadija Sabiri, Juan F De Paz, José Barbosa
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, Numero 165, 2025
Editore: AHFE International
DOI: 10.54941/AHFE1006102

AI Audit as a tool for effective AI risk management

Autori: Herwig Zeiner
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, Numero 165, 2025
Editore: AHFE International
DOI: 10.54941/AHFE1006101

Digital Twins for Haptic Design Thinking: An Innovative Prototype

Autori: Völz, Alexander; Muck, Christian; Utz, Wilfrid
Pubblicato in: 19th International Conference on Business Informatics 2024, 2024
Editore: AIS eLibrary

Explainability as a means for transparency? Lay users' requirements towards transparent AI

Autori: Johanna M Werz, Esther Borowski, Ingrid Isenhardt
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, 2024
Editore: AHFE International
DOI: 10.54941/AHFE1004712

Exploring Democratization in Industry via Multi-Agent Systems: A firm-based Case Study

Autori: Noushin Qeybi, Stefan Boeschen
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, Numero 165, 2025
Editore: AHFE International
DOI: 10.54941/AHFE1006089

Time-Aware Optimisation Models for Hospital Logistics

Autori: Herwig Zeiner, Roland Unterberger, Julia Tschuden, Mohammad Yusuf Quadri
Pubblicato in: In: Liu, S., Zaraté, P., Kamissoko, D., Linden, I., Papathanasiou, J. (eds) Decision Support Systems XIII. Decision Support Systems in An Uncertain World: The Contribution of Digital Twins . ICDSST 2023. Lecture Notes in Business Information Processing,, 2023
Editore: Springer, Cham
DOI: 10.1007/978-3-031-32534-2_4

Validation of Wearable Biosignal Sensor-based Estimation of the Physiological Strain Index Using Gaussian Process Regression

Autori: Michael Schneeberger, Belén Carballo Leyenda, Jose A Rodríguez-marroyo, Lucas Paletta
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, 2024
Editore: AHFE International
DOI: 10.54941/AHFE1004703

Democratization in Industry via Multi-Agent Systems, The case of a production company

Autori: Noushin Gheibi, Stefan Boeschen
Pubblicato in: AHFE International, Cognitive Computing and Internet of Things, 2024
Editore: AHFE International
DOI: 10.54941/AHFE1004709

Other (7)

Mensch und KI gemeinsam für eine bessere Arbeitswelt

Autori: Herwig Zeiner, Lucas Paletta
Pubblicato in: 2024
Editore: JOANNEUM RESEARCH Forschungsgesellschaft mbH

BOC Products & Services AG: KI-basiertes Entscheidungsunterstützungssystem für Producktionsprozesse

Autori: Robert Woitsch
Pubblicato in: Platfrom Industre 4.0 Austria, 2024
Editore: Platfrom Industre 4.0 Austria

EU- Success Story FFG Austria

Autori: Robert Woitsch
Pubblicato in: FFG Success Stories, 2025
Editore: Österreichische Forschungsförderungsgesellschaft mbH

FAIRWork - Flexibilization of complex Ecosystems using Democtratic Ai based Decision Support and Recommendation Systems at Work

Autori: Cisi Alessandro
Pubblicato in: Stellantis Collaborative Projectrs eBook2025, 2025
Editore: own

FAIRWork - Flexibilization of complex Ecosystems using Democtratic Ai based Decision Support and Recommendation Systems at Work

Autori: Cisi Alessandro
Pubblicato in: Stellantis Collaborative Projectrs eBook2024, 2024
Editore: own

Customer Newsletter

Autori: Robert Woitsch
Pubblicato in: 2024
Editore: BOC Products & Services AG

FAIRWork - Digital and emerging technologies for competitivness and fit for the green deal

Autori: Cisi Alessandro
Pubblicato in: Stellantis Collaborative Projectrs eBook2023, 2023

Peer reviewed articles (4)

Enable Flexibilisation in FAIRWork’s Democratic AI-based Decision Support System by Applying Conceptual Models Using ADOxx

Autori: Robert Woitsch; Christian Muck; Wilfrid Utz; Herwig Zeiner
Pubblicato in: Complex Systems Informatics and Modeling Quarterly, 2024, ISSN 2255-9922
Editore: RTU Press
DOI: 10.7250/CSIMQ.2024-38.02

Transparente KI gestalten – Vertrauen und Nutzung erhöhen

Autori: Johanna M. Werz, Johannes Zysk, Esther Borowski, Ingrid Isenhardt
Pubblicato in: Zeitschrift für wirtschaftlichen Fabrikbetrieb, Numero 120, 2025, ISSN 2511-0896
Editore: Walter de Gruyter GmbH
DOI: 10.1515/ZWF-2025-1062

Integrating perspectives on democratization in industry via multi-agent systems: insights from a firm-based case study

Autori: Noushin Qeybi, Stefan Böschen
Pubblicato in: Human-Intelligent Systems Integration, 2025, ISSN 2524-4876
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S42454-025-00077-9

Transparente KI gestalten – Vertrauen und Nutzung erhöhen

Autori: Johanna M. Werz, Johannes Zysk, Esther Borowski, Ingrid Isenhardt
Pubblicato in: Zeitschrift für wirtschaftlichen Fabrikbetrieb, Numero 120, 2025, ISSN 2511-0896
Editore: Walter de Gruyter GmbH
DOI: 10.1515/ZWF-2025-1062