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

Project Information

TEAMING.AI

Grant agreement ID: 957402

DOI

10.3030/957402

Project closed

EC signature date 22 July 2020

Start date 1 January 2021

End date 31 December 2023

Funded under

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

Total cost

€ 5 721 853,75

EU contribution

€ 5 721 853,75

Coordinated by

SOFTWARE COMPETENCE CENTER HAGENBERG GMBH
Austria

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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.

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

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

Author(s): Thomas Hoch, Jorge Martinez-Gil, Mario Pichler, Agastya Silvina, Bernhard Heinzl, Bernhard Moser, Dimitris Eleftheriou, Hector Diego Estrada-Lugo, and Maria Chiara Leva
Published in: Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible, and Cost-Effective Production Through AI, Issue 2023, 2023
Publisher: 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.

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

Conference proceedings (25)

An Analysis of Links in Wikidata

Author(s): Armin Haller, Axel Polleres, Daniil Dobriy, Nicolas Ferranti & Sergio J. Rodríguez Méndez
Published in: ESWC 2022 European Semantic Web Conference, Issue 31/05/2022, 2022
Publisher: 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

Author(s): Tobias Weller; Heiko Paulheim
Published in: 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/, Issue October 2021, 2021, Page(s) Pages 3533–3537, ISBN 9781450384469
Publisher: 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

Author(s): Sebastian Kropatschek, Kabul Kurniawan, Siegfrid Horeller, Pusparaj Boshale, Elmar Kiesling, Dietmar Winkler
Published in: ISWC 2023 International Semantic Web Conference, Issue 06/11/2023, 2023
Publisher: ISWC 2023 International Semantic Web Conference

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

Author(s): Thomas Hoch, Bernhard Heinzl, Gerald Czech, Maqbool Khan, Philipp Waibel, Stefan Bachhofner, Elmar Kiesling, Bernhard Moser
Published in: I-ESA Conference, Valencia, Spain, Issue 24/03/2022, 2022
Publisher: I-ESA Conference

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

Author(s): Philipp Haindl, Thomas Hoch, Javier Dominguez, Julen Aperribai, Nazim Kemal Ure, Mehmet Tunçel
Published in: 15th International Conference on the Quality of Information and Communications, Issue Sep 12-15, 2022, 2022
Publisher: 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

Author(s): F. Krause, T. Weller, H. Paulheim
Published in: 18th International Conference on Semantic Systems 2022 (SEMANTiCS 2022), 2022
Publisher: SEMANTiCS 2022
DOI: 10.3233/ssw220010

Knowledge Graph Modularization for Cyber-Physical Production Systems

Author(s): S. Bachhofner, E. Kiesling, K. Kurniawan, E. Sallinger, P. Waibel
Published in: Proceedings of the ISWC 2021 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 20th International Semantic Web Conference, Issue Vol 2980 paper 333, 2021
Publisher: 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?

Author(s): Aaron Wedral, Rafael Vrecar, Gerhard Ebenhofer, Thomas Pönitz, Paul H. Wührer, Astrid Weiss & Gernot Stübl
Published in: IFIP Conference on Human-Computer Interaction 2023, Issue 28/09/2023, 2023
Publisher: 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

Author(s): Felix Rinker, Kristof Meixner, Sebastian Kropatschek, Elmar Kiesling, Stefan Biff
Published in: 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), Issue 16/01/2023, 2023
Publisher: 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

Author(s): F. Krause
Published in: ESWC 2022 Conference, https://2022.eswc-conferences.org/, 2022
Publisher: ESWC 2022 Conference
DOI: 10.1007/978-3-031-11609-4_36

Benchmarking answer set programming systems for resource allocation in business

Author(s): G. Havur, C. Cabanillas, A. Polleres
Published in: Expert Systems with Applications, 2022, Page(s) 9 pages
Publisher: Elsevier B.V.
DOI: 10.1016/j.eswa.2022.117599

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

Author(s): Philipp Haindl; Georg Buchgeher; Maqbool Khan; Bernhard Moser
Published in: ICSE'22 NIER: IEEE International Conference on Software Engineering, New Ideas and Emerging Results, Issue May 2022, 2022
Publisher: Cornell University
DOI: 10.48550/arxiv.2201.04876

Risk-Driven Derivation of Operation Checklists from Engineering Knowledge

Author(s): S. Biffl, S. Kropatschek, E. Kiesling, K. Meixner, A. Lüder
Published in: IEEE International Conference on Industrial Informatics (INDIN’22), Issue 25-28/7/22, 2022
Publisher: 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

Author(s): Franz Krause, Kabul Kurniawan, Elmar Kiesling, Heiko Paulheim, Axel Polleres
Published in: KGSWC 2023, Issue 13/11/2023, 2023
Publisher: KGSWC 2023
DOI: 10.1007/978-3-031-47745-4_8

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

Author(s): Bernhard Heinzl, Agastya Silvina, Franz Krause, Nicole Schwarz, Kabul Kurniawan, Elmar Kiesling, Mario Pichler, Bernhard Moser
Published in: Software Quality days (SWQD 2024), Issue 24-25/4/24, 2024
Publisher: Software Quality days (SWQD 2024)

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

Author(s): Hector Diego Estrada Lugo, Arianna Giuliani, Andres Alonso Perez, Maria Chiara Leva, Gernot Stuebl, Thomas Poenitz, Mehmet Tuncel and Nazim Kemal Ure
Published in: ESREL2022, Issue 29/08/2023, 2023
Publisher: ESREL2022
DOI: 10.3850/978-981-18-5183-4_j02-02-670-cd

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

Author(s): S. Kropatschek, T. Steuer, E. Kiesling, K. Meixner, I. Ayatollahi, P., Sommer, S. Biffl
Published in: 10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2022), Issue 22-24/6/22, 2022
Publisher: 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

Author(s): Shqiponja Ahmetaj, Robert David, Magdalena Ortiz, Axel Polleres, Bojken Shehu, Mantas Šimkus
Published in: 18th International Conference on Principles of Knowledge Representation and Reasoning, Issue 11/12/2021, 2021
Publisher: 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

Author(s): Felix Rinker, Sebastian Kropatschek, Thorsten Steuer, Kristof Meixner
Published in: 24th International Conference on Enterprise Information Systems (ICEIS 2022), Issue 25-27/4/22, 2022
Publisher: 24th International Conference on Enterprise Information Systems (ICEIS 2022)
DOI: 10.5220/0011074000003179

On the Combination of Event Calculus and Empirical Semantic Drifts

Author(s): Franz Krause, Xi Yan, Baptiste Darnala, Michel Dumontier
Published in: ESWC 2023 Workshops, Issue 29/05/2023, 2023
Publisher: ESWC 2023 Workshops

WiseKG: Balanced access to web knowledge graphs

Author(s): Amr Azzam, Christian Aebeloe, Gabriela Montoya, Ilkcan Keles, Axel Polleres, Katja Hose
Published in: WWW '21WiseKG: Balanced Access to Web Knowledge Graphs, Issue 06/03/2021, 2021
Publisher: 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

Author(s): S. Bachhofner, E. Kiesling, K. Revoredo, P. Waibel, A. Polleres
Published in: 33rd International Conference on Database and Expert Systems Applications (DEXA 2022), 2022
Publisher: 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

Author(s): Sebastian Kropatschek, Oskar Gert
Published in: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), Issue 25/10/2022, 2022
Publisher: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
DOI: 10.1109/etfa52439.2022.9921582

Semantic Video Entity Linking

Author(s): Tim Grams, Honglin Li, Bo Tong, Ali Shaban, and Tobias Weller
Published in: The Semantic Web: ESWC 2022 Satellite Events. ESWC 2022. Lecture Notes in Computer Science, vol 13384. Springer, Cham. https://2022.eswc-conferences.org/, Issue 30/05/2022, 2022, Page(s) 129-132, ISBN 978-3-031-11608-7
Publisher: 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

Author(s): Andrés Alonso-Pérez, Hector Diego Estrada Lugo, Enrique Muñoz-de-Escalona and Maria Chiara Leva
Published in: ESREL2022, Issue 29/08/2023, 2023
Publisher: ESREL2022
DOI: 10.3850/978-981-18-5183-4_s33-08-671-cd