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

Informazioni relative al progetto

TEAMING.AI

ID dell’accordo di sovvenzione: 957402

DOI

10.3030/957402

Progetto chiuso

Data della firma CE 22 Luglio 2020

Data di avvio 1 Gennaio 2021

Data di completamento 31 Dicembre 2023

Finanziato da

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

Costo totale

€ 5 721 853,75

Contributo UE

€ 5 721 853,75

Coordinato da

SOFTWARE COMPETENCE CENTER HAGENBERG GMBH
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 .

Risultati finali

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.

Pubblicazioni

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.

Autori: Franz Krause, Kabul Kurniawan, Elmar Kiesling, Jorge Martinez-Gil, Thomas Hoch, Mario Pichler, Bernhard Heinzl, and Bernhard Moser
Pubblicato in: Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible, and Cost-Effective Production Through AI, Numero 2023, 2023, Pagina/e 71-85
Editore: Springer Nature Switzerland.

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

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

Autori: Jorge Martinez-Gil, Thomas Hoch, Mario Pichler, Bernhard Heinzl, Bernhard Moser, Kabul Kurniawan, Elmar Kiesling, and Franz Krause
Pubblicato in: Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible, and Cost-Effective Production Through AI, Numero 2024, 2023, Pagina/e 55-70
Editore: Springer Nature Switzerland.

Conference proceedings (25)

An Analysis of Links in Wikidata

Autori: Armin Haller, Axel Polleres, Daniil Dobriy, Nicolas Ferranti & Sergio J. Rodríguez Méndez
Pubblicato in: ESWC 2022 European Semantic Web Conference, Numero 31/05/2022, 2022
Editore: 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

Autori: Tobias Weller; Heiko Paulheim
Pubblicato 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/, Numero October 2021, 2021, Pagina/e Pages 3533–3537, ISBN 9781450384469
Editore: 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

Autori: Sebastian Kropatschek, Kabul Kurniawan, Siegfrid Horeller, Pusparaj Boshale, Elmar Kiesling, Dietmar Winkler
Pubblicato in: ISWC 2023 International Semantic Web Conference, Numero 06/11/2023, 2023
Editore: ISWC 2023 International Semantic Web Conference

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

Autori: Thomas Hoch, Bernhard Heinzl, Gerald Czech, Maqbool Khan, Philipp Waibel, Stefan Bachhofner, Elmar Kiesling, Bernhard Moser
Pubblicato in: I-ESA Conference, Valencia, Spain, Numero 24/03/2022, 2022
Editore: I-ESA Conference

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

Autori: Philipp Haindl, Thomas Hoch, Javier Dominguez, Julen Aperribai, Nazim Kemal Ure, Mehmet Tunçel
Pubblicato in: 15th International Conference on the Quality of Information and Communications, Numero Sep 12-15, 2022, 2022
Editore: 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

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

Knowledge Graph Modularization for Cyber-Physical Production Systems

Autori: S. Bachhofner, E. Kiesling, K. Kurniawan, E. Sallinger, P. Waibel
Pubblicato 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, Numero Vol 2980 paper 333, 2021
Editore: 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?

Autori: Aaron Wedral, Rafael Vrecar, Gerhard Ebenhofer, Thomas Pönitz, Paul H. Wührer, Astrid Weiss & Gernot Stübl
Pubblicato in: IFIP Conference on Human-Computer Interaction 2023, Numero 28/09/2023, 2023
Editore: 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

Autori: Felix Rinker, Kristof Meixner, Sebastian Kropatschek, Elmar Kiesling, Stefan Biff
Pubblicato in: 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), Numero 16/01/2023, 2023
Editore: 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

Autori: F. Krause
Pubblicato in: ESWC 2022 Conference, https://2022.eswc-conferences.org/, 2022
Editore: ESWC 2022 Conference
DOI: 10.1007/978-3-031-11609-4_36

Benchmarking answer set programming systems for resource allocation in business

Autori: G. Havur, C. Cabanillas, A. Polleres
Pubblicato in: Expert Systems with Applications, 2022, Pagina/e 9 pages
Editore: Elsevier B.V.
DOI: 10.1016/j.eswa.2022.117599

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

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

Risk-Driven Derivation of Operation Checklists from Engineering Knowledge

Autori: S. Biffl, S. Kropatschek, E. Kiesling, K. Meixner, A. Lüder
Pubblicato in: IEEE International Conference on Industrial Informatics (INDIN’22), Numero 25-28/7/22, 2022
Editore: 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

Autori: Franz Krause, Kabul Kurniawan, Elmar Kiesling, Heiko Paulheim, Axel Polleres
Pubblicato in: KGSWC 2023, Numero 13/11/2023, 2023
Editore: KGSWC 2023
DOI: 10.1007/978-3-031-47745-4_8

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

Autori: Bernhard Heinzl, Agastya Silvina, Franz Krause, Nicole Schwarz, Kabul Kurniawan, Elmar Kiesling, Mario Pichler, Bernhard Moser
Pubblicato in: Software Quality days (SWQD 2024), Numero 24-25/4/24, 2024
Editore: Software Quality days (SWQD 2024)

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

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

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

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

Autori: Shqiponja Ahmetaj, Robert David, Magdalena Ortiz, Axel Polleres, Bojken Shehu, Mantas Šimkus
Pubblicato in: 18th International Conference on Principles of Knowledge Representation and Reasoning, Numero 11/12/2021, 2021
Editore: 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

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

On the Combination of Event Calculus and Empirical Semantic Drifts

Autori: Franz Krause, Xi Yan, Baptiste Darnala, Michel Dumontier
Pubblicato in: ESWC 2023 Workshops, Numero 29/05/2023, 2023
Editore: ESWC 2023 Workshops

WiseKG: Balanced access to web knowledge graphs

Autori: Amr Azzam, Christian Aebeloe, Gabriela Montoya, Ilkcan Keles, Axel Polleres, Katja Hose
Pubblicato in: WWW '21WiseKG: Balanced Access to Web Knowledge Graphs, Numero 06/03/2021, 2021
Editore: 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

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

Autori: Sebastian Kropatschek, Oskar Gert
Pubblicato in: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), Numero 25/10/2022, 2022
Editore: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
DOI: 10.1109/etfa52439.2022.9921582

Semantic Video Entity Linking

Autori: Tim Grams, Honglin Li, Bo Tong, Ali Shaban, and Tobias Weller
Pubblicato in: The Semantic Web: ESWC 2022 Satellite Events. ESWC 2022. Lecture Notes in Computer Science, vol 13384. Springer, Cham. https://2022.eswc-conferences.org/, Numero 30/05/2022, 2022, Pagina/e 129-132, ISBN 978-3-031-11608-7
Editore: 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

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