Human-AI Teaming Platform for Maintaining and Evolving AI Systems in Manufacturing

Informations projet

TEAMING.AI

N° de convention de subvention: 957402

DOI

10.3030/957402

Projet clôturé

Date de signature de la CE 22 Juillet 2020

Date de début 1 Janvier 2021

Date de fin 31 Decembre 2023

Financé au titre de

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Coût total

€ 5 721 853,75

Contribution de l’UE

€ 5 721 853,75

Coordonné par

SOFTWARE COMPETENCE CENTER HAGENBERG GMBH
Austria

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

Documents, reports (10)

First Report on Dissemination activities

Report on Dissemination Activities for 1st period developed by CORE with contributions from the whole consortium this deliverable will collect and describe all the dissemination activities performed in the first 18 months of the projectUpdate of Communication and Dissemination Master Plan CDMP

TEAMING.AI Policies

Report on the legal and ethical rules and principles that must be taking into account during the project implementation and the design of the solutions

Second Report on Dissemination activities

Report on Dissemination Activities for the 2nd project period developed by CORE with contributions from the whole consortium, this deliverable will collect and describe all the dissemination activities performed within M18 and M30 of the project.Update of Communication and Dissemination Master Plan (CDMP)

Second reporting period report

Report on the activities carried on within the second reporting period.

Final report

Report on the activities carried on during the whole project duration.

Catalogue of key performance indicators

Table of psychological, social and technology experience criteria according to task 1.2 and task 1.1., together with specification of how recording and evaluation should be carried out in upcoming validation studies

Analysis report on human-AI teaming variants

Report as output of Task 1.1 and 1.2, containing: (i) status-quo analysis of human-AI teaming in all phases of the AI system engineering lifecycle (at engineering time, set-up, maintenance and adaptions to changes); (ii) data and evidence-based elaboration of case study examples key performance indicators of Overall Equipment Efficiency (OEE) and Overall Labour Effectiveness (OLE)

Test Management Process

Report of outcome of Task 6.2, User Stories and Test Management Process;

Governance structure, communication flow and methods

Setting up of management and quality assurance procedures for the project.

TEAMING.AI Corporate Identity

Logo, layouts for presentations, brochures, posters, Newsletters, Website … and templates for documents to be used for internal and external communications

Other (1)

First reporting period report

Report on the activities carried on within the first reporting period.

Open Research Data Pilot (1)

Communication and Dissemination Master Plan (CDMP)

Outlines for the communication and dissemination activities planned by the TEAMING.AI partners for the whole project duration describing the overall communication strategy for the consortium, and functions as a guide for project partners when speaking about or on behalf of the project.

Publications

Book chapters (3)

Leveraging Semantic Representations via Knowledge Graph Embeddings. In Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI (pp. 71-85). Cham: Springer Nature Switzerland.

Auteurs: Franz Krause, Kabul Kurniawan, Elmar Kiesling, Jorge Martinez-Gil, Thomas Hoch, Mario Pichler, Bernhard Heinzl, and Bernhard Moser
Publié dans: Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible, and Cost-Effective Production Through AI, Numéro 2023, 2023, Page(s) 71-85
Éditeur: Springer Nature Switzerland.

Multi-Stakeholder Perspective on Human-AI Collaboration in Industry 5.0

Auteurs: Thomas Hoch, Jorge Martinez-Gil, Mario Pichler, Agastya Silvina, Bernhard Heinzl, Bernhard Moser, Dimitris Eleftheriou, Hector Diego Estrada-Lugo, and Maria Chiara Leva
Publié dans: Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible, and Cost-Effective Production Through AI, Numéro 2023, 2023
Éditeur: Springer

Examining the Adoption of Knowledge Graphs in the Manufacturing Industry: A Comprehensive Review. Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI, 55-70. Cham: Springer Nature Switzerland.

Auteurs: Jorge Martinez-Gil, Thomas Hoch, Mario Pichler, Bernhard Heinzl, Bernhard Moser, Kabul Kurniawan, Elmar Kiesling, and Franz Krause
Publié dans: Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible, and Cost-Effective Production Through AI, Numéro 2024, 2023, Page(s) 55-70
Éditeur: Springer Nature Switzerland.

Conference proceedings (25)

An Analysis of Links in Wikidata

Auteurs: Armin Haller, Axel Polleres, Daniil Dobriy, Nicolas Ferranti & Sergio J. Rodríguez Méndez
Publié dans: ESWC 2022 European Semantic Web Conference, Numéro 31/05/2022, 2022
Éditeur: ESWC 2022 European Semantic Web Conference
DOI: 10.1007/978-3-031-06981-9_2

Evidential Relational-Graph Convolutional Networks for Entity Classification in Knowledge Graphs

Auteurs: Tobias Weller; Heiko Paulheim
Publié dans: Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM '21), November 1--5, 2021, Virtual Event, QLD, Australia https://www.cikm2021.org/, Numéro October 2021, 2021, Page(s) Pages 3533–3537, ISBN 9781450384469
Éditeur: Association for Computing Machinery
DOI: 10.1145/3459637.3482102

Towards A Knowledge Graph-based Framework for Integrated Security and Safety Analysis in Digital Production Systems

Auteurs: Sebastian Kropatschek, Kabul Kurniawan, Siegfrid Horeller, Pusparaj Boshale, Elmar Kiesling, Dietmar Winkler
Publié dans: ISWC 2023 International Semantic Web Conference, Numéro 06/11/2023, 2023
Éditeur: ISWC 2023 International Semantic Web Conference

Teaming.AI: Enabling Human-AI Teaming Intelligence in Manufacturing

Auteurs: Thomas Hoch, Bernhard Heinzl, Gerald Czech, Maqbool Khan, Philipp Waibel, Stefan Bachhofner, Elmar Kiesling, Bernhard Moser
Publié dans: I-ESA Conference, Valencia, Spain, Numéro 24/03/2022, 2022
Éditeur: I-ESA Conference

Quality Characteristics of a Software Platform for Human-AI Teaming in Smart

Auteurs: Philipp Haindl, Thomas Hoch, Javier Dominguez, Julen Aperribai, Nazim Kemal Ure, Mehmet Tunçel
Publié dans: 15th International Conference on the Quality of Information and Communications, Numéro Sep 12-15, 2022, 2022
Éditeur: n QUATIC’22 International Conference on the Quality of Information and Communications Technology
DOI: 10.1007/978-3-031-14179-9_1

On a Generalized Framework for Time-Aware Knowledge Graphs

Auteurs: F. Krause, T. Weller, H. Paulheim
Publié dans: 18th International Conference on Semantic Systems 2022 (SEMANTiCS 2022), 2022
Éditeur: SEMANTiCS 2022
DOI: 10.3233/ssw220010

Knowledge Graph Modularization for Cyber-Physical Production Systems

Auteurs: S. Bachhofner, E. Kiesling, K. Kurniawan, E. Sallinger, P. Waibel
Publié dans: Proceedings of the ISWC 2021 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 20th International Semantic Web Conference, Numéro Vol 2980 paper 333, 2021
Éditeur: Free Open-Access Proceedings for Computer Science Workshops

Spatial Augmented Reality in the Factory: Can In-Situ Projections Be Used to Communicate Dangers and Health Risks?

Auteurs: Aaron Wedral, Rafael Vrecar, Gerhard Ebenhofer, Thomas Pönitz, Paul H. Wührer, Astrid Weiss & Gernot Stübl
Publié dans: IFIP Conference on Human-Computer Interaction 2023, Numéro 28/09/2023, 2023
Éditeur: IFIP Conference on Human-Computer Interaction 2023
DOI: 10.1007/978-3-031-42283-6_31

Risk and Engineering Knowledge Integration in Cyber-physical Production Systems Engineering

Auteurs: Felix Rinker, Kristof Meixner, Sebastian Kropatschek, Elmar Kiesling, Stefan Biff
Publié dans: 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), Numéro 16/01/2023, 2023
Éditeur: 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
DOI: 10.1109/seaa56994.2022.00060

Dynamic Knowledge Graph Embeddings via Local Embedding Reconstructions

Auteurs: F. Krause
Publié dans: ESWC 2022 Conference, https://2022.eswc-conferences.org/, 2022
Éditeur: ESWC 2022 Conference
DOI: 10.1007/978-3-031-11609-4_36

Benchmarking answer set programming systems for resource allocation in business

Auteurs: G. Havur, C. Cabanillas, A. Polleres
Publié dans: Expert Systems with Applications, 2022, Page(s) 9 pages
Éditeur: Elsevier B.V.
DOI: 10.1016/j.eswa.2022.117599

Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing

Auteurs: Philipp Haindl; Georg Buchgeher; Maqbool Khan; Bernhard Moser
Publié dans: ICSE'22 NIER: IEEE International Conference on Software Engineering, New Ideas and Emerging Results, Numéro May 2022, 2022
Éditeur: Cornell University
DOI: 10.48550/arxiv.2201.04876

Risk-Driven Derivation of Operation Checklists from Engineering Knowledge

Auteurs: S. Biffl, S. Kropatschek, E. Kiesling, K. Meixner, A. Lüder
Publié dans: IEEE International Conference on Industrial Informatics (INDIN’22), Numéro 25-28/7/22, 2022
Éditeur: IEEE International Conference on Industrial Informatics (INDIN’22)
DOI: 10.1109/indin51773.2022.9976096

On the Representation of Dynamic BPMN Process Executions in Knowledge Graphs

Auteurs: Franz Krause, Kabul Kurniawan, Elmar Kiesling, Heiko Paulheim, Axel Polleres
Publié dans: KGSWC 2023, Numéro 13/11/2023, 2023
Éditeur: KGSWC 2023
DOI: 10.1007/978-3-031-47745-4_8

Towards Integrating Knowledge Graphs into Process-Oriented Human-AI Collaboration in Industry (accepted)

Auteurs: Bernhard Heinzl, Agastya Silvina, Franz Krause, Nicole Schwarz, Kabul Kurniawan, Elmar Kiesling, Mario Pichler, Bernhard Moser
Publié dans: Software Quality days (SWQD 2024), Numéro 24-25/4/24, 2024
Éditeur: Software Quality days (SWQD 2024)

Video analysis for ergonomics assessment in the manufacturing industry: initial feed- back on a case study

Auteurs: Hector Diego Estrada Lugo, Arianna Giuliani, Andres Alonso Perez, Maria Chiara Leva, Gernot Stuebl, Thomas Poenitz, Mehmet Tuncel and Nazim Kemal Ure
Publié dans: ESREL2022, Numéro 29/08/2023, 2023
Éditeur: ESREL2022
DOI: 10.3850/978-981-18-5183-4_j02-02-670-cd

Analysis of Quality Issues in Production with Multi-view Coordination Assets

Auteurs: S. Kropatschek, T. Steuer, E. Kiesling, K. Meixner, I. Ayatollahi, P., Sommer, S. Biffl
Publié dans: 10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2022), Numéro 22-24/6/22, 2022
Éditeur: 10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2022)
DOI: 10.1016/j.ifacol.2022.10.178

Reasoning about Explanations for Non-validation in SHACL

Auteurs: Shqiponja Ahmetaj, Robert David, Magdalena Ortiz, Axel Polleres, Bojken Shehu, Mantas Šimkus
Publié dans: 18th International Conference on Principles of Knowledge Representation and Reasoning, Numéro 11/12/2021, 2021
Éditeur: 18th International Conference on Principles of Knowledge Representation and Reasoning
DOI: 10.24963/kr.2021/2

Efficient Multi-view Change Management in Agile Production Systems Engineering

Auteurs: Felix Rinker, Sebastian Kropatschek, Thorsten Steuer, Kristof Meixner
Publié dans: 24th International Conference on Enterprise Information Systems (ICEIS 2022), Numéro 25-27/4/22, 2022
Éditeur: 24th International Conference on Enterprise Information Systems (ICEIS 2022)
DOI: 10.5220/0011074000003179

On the Combination of Event Calculus and Empirical Semantic Drifts

Auteurs: Franz Krause, Xi Yan, Baptiste Darnala, Michel Dumontier
Publié dans: ESWC 2023 Workshops, Numéro 29/05/2023, 2023
Éditeur: ESWC 2023 Workshops

WiseKG: Balanced access to web knowledge graphs

Auteurs: Amr Azzam, Christian Aebeloe, Gabriela Montoya, Ilkcan Keles, Axel Polleres, Katja Hose
Publié dans: WWW '21WiseKG: Balanced Access to Web Knowledge Graphs, Numéro 06/03/2021, 2021
Éditeur: WWW '21WiseKG: Balanced Access to Web Knowledge Graphs
DOI: 10.1007/978-3-031-11609-4_11

Automated Process Knowledge Graph Construction from BPMN models

Auteurs: S. Bachhofner, E. Kiesling, K. Revoredo, P. Waibel, A. Polleres
Publié dans: 33rd International Conference on Database and Expert Systems Applications (DEXA 2022), 2022
Éditeur: IOS Press Copyright 2021
DOI: 10.1007/978-3-031-12423-5_3

Designing a Digital Shadow for Efficient, Low-Delay Analysis of Production Quality Risk

Auteurs: Sebastian Kropatschek, Oskar Gert
Publié dans: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), Numéro 25/10/2022, 2022
Éditeur: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
DOI: 10.1109/etfa52439.2022.9921582

Semantic Video Entity Linking

Auteurs: Tim Grams, Honglin Li, Bo Tong, Ali Shaban, and Tobias Weller
Publié dans: The Semantic Web: ESWC 2022 Satellite Events. ESWC 2022. Lecture Notes in Computer Science, vol 13384. Springer, Cham. https://2022.eswc-conferences.org/, Numéro 30/05/2022, 2022, Page(s) 129-132, ISBN 978-3-031-11608-7
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-031-11609-4_24

Modifying a manufacturing task for Teamwork between humans and AI: initial data collection to guide requirements specifications

Auteurs: Andrés Alonso-Pérez, Hector Diego Estrada Lugo, Enrique Muñoz-de-Escalona and Maria Chiara Leva
Publié dans: ESREL2022, Numéro 29/08/2023, 2023
Éditeur: ESREL2022
DOI: 10.3850/978-981-18-5183-4_s33-08-671-cd