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

Projektinformationen

TEAMING.AI

ID Finanzhilfevereinbarung: 957402

DOI

10.3030/957402

Projekt abgeschlossen

EK-Unterschriftsdatum 22 Juli 2020

Startdatum 1 Januar 2021

Enddatum 31 Dezember 2023

Finanziert unter

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

Gesamtkosten

€ 5 721 853,75

EU-Beitrag

€ 5 721 853,75

Koordiniert durch

SOFTWARE COMPETENCE CENTER HAGENBERG GMBH
Austria

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

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.

Veröffentlichungen

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.

Autoren: Franz Krause, Kabul Kurniawan, Elmar Kiesling, Jorge Martinez-Gil, Thomas Hoch, Mario Pichler, Bernhard Heinzl, and Bernhard Moser
Veröffentlicht in: Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible, and Cost-Effective Production Through AI, Ausgabe 2023, 2023, Seite(n) 71-85
Herausgeber: Springer Nature Switzerland.

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

Autoren: Thomas Hoch, Jorge Martinez-Gil, Mario Pichler, Agastya Silvina, Bernhard Heinzl, Bernhard Moser, Dimitris Eleftheriou, Hector Diego Estrada-Lugo, and Maria Chiara Leva
Veröffentlicht in: Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible, and Cost-Effective Production Through AI, Ausgabe 2023, 2023
Herausgeber: 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.

Autoren: Jorge Martinez-Gil, Thomas Hoch, Mario Pichler, Bernhard Heinzl, Bernhard Moser, Kabul Kurniawan, Elmar Kiesling, and Franz Krause
Veröffentlicht in: Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible, and Cost-Effective Production Through AI, Ausgabe 2024, 2023, Seite(n) 55-70
Herausgeber: Springer Nature Switzerland.

Conference proceedings (25)

An Analysis of Links in Wikidata

Autoren: Armin Haller, Axel Polleres, Daniil Dobriy, Nicolas Ferranti & Sergio J. Rodríguez Méndez
Veröffentlicht in: ESWC 2022 European Semantic Web Conference, Ausgabe 31/05/2022, 2022
Herausgeber: 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

Autoren: Tobias Weller; Heiko Paulheim
Veröffentlicht 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/, Ausgabe October 2021, 2021, Seite(n) Pages 3533–3537, ISBN 9781450384469
Herausgeber: 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

Autoren: Sebastian Kropatschek, Kabul Kurniawan, Siegfrid Horeller, Pusparaj Boshale, Elmar Kiesling, Dietmar Winkler
Veröffentlicht in: ISWC 2023 International Semantic Web Conference, Ausgabe 06/11/2023, 2023
Herausgeber: ISWC 2023 International Semantic Web Conference

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

Autoren: Thomas Hoch, Bernhard Heinzl, Gerald Czech, Maqbool Khan, Philipp Waibel, Stefan Bachhofner, Elmar Kiesling, Bernhard Moser
Veröffentlicht in: I-ESA Conference, Valencia, Spain, Ausgabe 24/03/2022, 2022
Herausgeber: I-ESA Conference

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

Autoren: Philipp Haindl, Thomas Hoch, Javier Dominguez, Julen Aperribai, Nazim Kemal Ure, Mehmet Tunçel
Veröffentlicht in: 15th International Conference on the Quality of Information and Communications, Ausgabe Sep 12-15, 2022, 2022
Herausgeber: 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

Autoren: F. Krause, T. Weller, H. Paulheim
Veröffentlicht in: 18th International Conference on Semantic Systems 2022 (SEMANTiCS 2022), 2022
Herausgeber: SEMANTiCS 2022
DOI: 10.3233/ssw220010

Knowledge Graph Modularization for Cyber-Physical Production Systems

Autoren: S. Bachhofner, E. Kiesling, K. Kurniawan, E. Sallinger, P. Waibel
Veröffentlicht 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, Ausgabe Vol 2980 paper 333, 2021
Herausgeber: 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?

Autoren: Aaron Wedral, Rafael Vrecar, Gerhard Ebenhofer, Thomas Pönitz, Paul H. Wührer, Astrid Weiss & Gernot Stübl
Veröffentlicht in: IFIP Conference on Human-Computer Interaction 2023, Ausgabe 28/09/2023, 2023
Herausgeber: 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

Autoren: Felix Rinker, Kristof Meixner, Sebastian Kropatschek, Elmar Kiesling, Stefan Biff
Veröffentlicht in: 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), Ausgabe 16/01/2023, 2023
Herausgeber: 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

Autoren: F. Krause
Veröffentlicht in: ESWC 2022 Conference, https://2022.eswc-conferences.org/, 2022
Herausgeber: ESWC 2022 Conference
DOI: 10.1007/978-3-031-11609-4_36

Benchmarking answer set programming systems for resource allocation in business

Autoren: G. Havur, C. Cabanillas, A. Polleres
Veröffentlicht in: Expert Systems with Applications, 2022, Seite(n) 9 pages
Herausgeber: Elsevier B.V.
DOI: 10.1016/j.eswa.2022.117599

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

Autoren: Philipp Haindl; Georg Buchgeher; Maqbool Khan; Bernhard Moser
Veröffentlicht in: ICSE'22 NIER: IEEE International Conference on Software Engineering, New Ideas and Emerging Results, Ausgabe May 2022, 2022
Herausgeber: Cornell University
DOI: 10.48550/arxiv.2201.04876

Risk-Driven Derivation of Operation Checklists from Engineering Knowledge

Autoren: S. Biffl, S. Kropatschek, E. Kiesling, K. Meixner, A. Lüder
Veröffentlicht in: IEEE International Conference on Industrial Informatics (INDIN’22), Ausgabe 25-28/7/22, 2022
Herausgeber: 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

Autoren: Franz Krause, Kabul Kurniawan, Elmar Kiesling, Heiko Paulheim, Axel Polleres
Veröffentlicht in: KGSWC 2023, Ausgabe 13/11/2023, 2023
Herausgeber: KGSWC 2023
DOI: 10.1007/978-3-031-47745-4_8

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

Autoren: Bernhard Heinzl, Agastya Silvina, Franz Krause, Nicole Schwarz, Kabul Kurniawan, Elmar Kiesling, Mario Pichler, Bernhard Moser
Veröffentlicht in: Software Quality days (SWQD 2024), Ausgabe 24-25/4/24, 2024
Herausgeber: Software Quality days (SWQD 2024)

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

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

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

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

Autoren: Shqiponja Ahmetaj, Robert David, Magdalena Ortiz, Axel Polleres, Bojken Shehu, Mantas Šimkus
Veröffentlicht in: 18th International Conference on Principles of Knowledge Representation and Reasoning, Ausgabe 11/12/2021, 2021
Herausgeber: 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

Autoren: Felix Rinker, Sebastian Kropatschek, Thorsten Steuer, Kristof Meixner
Veröffentlicht in: 24th International Conference on Enterprise Information Systems (ICEIS 2022), Ausgabe 25-27/4/22, 2022
Herausgeber: 24th International Conference on Enterprise Information Systems (ICEIS 2022)
DOI: 10.5220/0011074000003179

On the Combination of Event Calculus and Empirical Semantic Drifts

Autoren: Franz Krause, Xi Yan, Baptiste Darnala, Michel Dumontier
Veröffentlicht in: ESWC 2023 Workshops, Ausgabe 29/05/2023, 2023
Herausgeber: ESWC 2023 Workshops

WiseKG: Balanced access to web knowledge graphs

Autoren: Amr Azzam, Christian Aebeloe, Gabriela Montoya, Ilkcan Keles, Axel Polleres, Katja Hose
Veröffentlicht in: WWW '21WiseKG: Balanced Access to Web Knowledge Graphs, Ausgabe 06/03/2021, 2021
Herausgeber: 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

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

Autoren: Sebastian Kropatschek, Oskar Gert
Veröffentlicht in: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), Ausgabe 25/10/2022, 2022
Herausgeber: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
DOI: 10.1109/etfa52439.2022.9921582

Semantic Video Entity Linking

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

Autoren: Andrés Alonso-Pérez, Hector Diego Estrada Lugo, Enrique Muñoz-de-Escalona and Maria Chiara Leva
Veröffentlicht in: ESREL2022, Ausgabe 29/08/2023, 2023
Herausgeber: ESREL2022
DOI: 10.3850/978-981-18-5183-4_s33-08-671-cd