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Eliciting and Exploiting Procedural Knowledge in Industry 5.0

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

D1.2 Data Management Plan (opens in new window)

D1.2 Data Management Plan (DMP) [Cefriel, M06, Type: DMP, PU]. First version of the DMP that will be updated during the project lifetime with D1.4, to present the status of the project's reflections on data management. [From T1.2]

D2.2 Report on validation planning and execution, first iteration (opens in new window)

D2.2 Report on validation planning and execution, first iteration [WHR, M18, Type: R, PU]. It reports the activities to describe and collect data and metadata to properly support the Machine Learning phase [From T2.2]

D6.1 Market analysis and PERKS positioning for Exploitation (opens in new window)

D6.1 Market analysis and PERKS positioning [IDC, M06, Type: R, PU]. This deliverable describes the market analysis, considering PERKS project outcomes. It includes the technology positioning, competition, business environment, etc. [From T6.1] It also contains the initial version of the PERKS Exploitation Plan which will be updated during the project.

D1.3 Project management, quality assurance plan, ethics and legal management and activity progress report second release (opens in new window)

D1.3 Project management, quality assurance plan, ethics and legal management and activity progress report second release [Cefriel, M18, Type: R, PU]. Second Project Management Report which also includes the quality assurance plan, the ethics and legal management and the activity progress report. [From T1.1 and T1.3]

D6.2 Communication, Dissemination and Engagement Strategy and Operational Plan (opens in new window)

D6.2 Communication, Dissemination and Engagement Strategy and Operational Plan [Onlim, M06, Type: R, PU]. It includes creation of the project website; developing strategy plans for initial dissemination and communication, together with the engagement strategy for stakeholders [From T6.2, T6.4]

D1.1 Project management, quality assurance plan, ethics and legal management and activity progress report first release (opens in new window)

D1.1 Project management, quality assurance plan, ethics and legal management and activity progress report first release [Cefriel, M06, Type: R, PU]. First Management Project Report which also includes the quality assurance plan, the ethics and legal management and the activity progress report. [From T1.1 and T1.3]

D4.1 Reference architecture for a Procedural Knowledge Management System (opens in new window)

D4.1 Reference architecture for a Procedural Knowledge Management System [NTTD, M06, Type: R, PU]. It describes the design of the architecture to integrate the Procedural Knowledge Management System that will be developed in PERKS. [From T4.1]

D5.1 Integrated solutions for procedural knowledge exploitation, first release (opens in new window)

D5.1 Integrated solutions for procedural knowledge exploitation, first release [NTTD, M15, Type: DEM, PU]. This deliverable includes the tools developed in WP5 (chatbot assistants from knowledge graphs, FAQ generation from knowledge graphs) and their integration for the first version. [From T5.1, T5.2, T5.3]

D4.2 Tools and technologies for Procedural Knowledge management, first release (opens in new window)

D4.2 Tools and technologies for Procedural Knowledge management, first release [Cefriel, M15, Type: DEM, PU]. It includes the tools developed in WP4 (for procedural knowledge management, reference model/ontology, system for auditing of knowledge extraction) for the first release. [From T4.1, T4.2, T4.3]

D3.1 Tools and technologies for procedural knowledge elicitation, first release (opens in new window)

D3.1 Tools and technologies for procedural knowledge elicitation, first release [DFKI, M15, Type: DEM, PU]. This deliverable collects the activities of extraction from text, manual annotation/collection, knowledge validation with human-in-the-loop. [From T3.1, T3.2, T3.3]

Publications

Towards Understanding Attention-based Reasoning through Graph Structures in Medical Codes Classification

Author(s): Noon Goldstein, Saadullah Amin, Günter Neumann
Published in: Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing, 2024
Publisher: Association for Computational Linguistics

Empowering Industrial Procedures with Knowledge Graphs (opens in new window)

Author(s): Scrocca, Mario; Serles, Umutcan
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.14498659

Procedural Knowledge Ontology (PKO) (opens in new window)

Author(s): Valentina Anita Carriero, Mario Scrocca, Ilaria Baroni, Antonia Azzini and Irene Celino
Published in: Extended Semantic Web Conference (ESWC 2025), 2025
Publisher: Springer
DOI: 10.48550/ARXIV.2503.20634

AuditMAI: Towards AI Auditability Infrastructure for Continouous Auditing (opens in new window)

Author(s): Laura Waltersdorfer, Fajar J. Ekaputra, Tomasz Miksa, Marta Sabou
Published in: AI-CERT workshop, collocated with AIROV 2024, 2024
Publisher: Innsbruck university press
DOI: 10.48550/ARXIV.2406.14243

LLMs Meet Knowledge Graphs For A More Transparent Conversational AI: Wien Energie Chatbot

Author(s): Umutcan Serles, Ioan Toma
Published in: "Proceedings of the 1st Workshop on ""Knowledge Graphs and Neurosymbolic AI Workshop (KG-NeSy 2024) at the AIRoV – The First Austrian Symposium on AI, Robotics, and Vision, Innsbruck, Austria, March 26, 2024.", 2024
Publisher: Universität Innsbruck

Human Evaluation of Procedural Knowledge Graph Extraction from Text with Large Language Models (opens in new window)

Author(s): Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni, Mario Scrocca and Irene Celino
Published in: International Conference on Knowledge Engineering and Knowledge Management - EKAW, 2024
Publisher: Springer
DOI: 10.48550/ARXIV.2412.03589

PERKS: Eliciting and Exploiting Procedural Knowledge in Industry 5.0 (opens in new window)

Author(s): Irene Celino, Ilaria Baroni, Mario Scrocca
Published in: Poster at Project Networking session at the Semantic Web: International Conference - ESWC, 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.11440918

Towards an Ontology for Procedural Knowledge in Industry 5.0

Author(s): Valentina Anita Carriero, Mario Scrocca, Ilaria Baroni, Antonia Azzini and Irene Celino
Published in: International Workshop on Semantic Industrial Information Modelling - SemIIM@ISWC, 2024
Publisher: CEUR-WS.org

Annotation and Extraction of Industrial Procedural Knowledge from Textual Documents (opens in new window)

Author(s): Anisa Rula, Gloria Re Calegari, Antonia Azzini, Ilaria Baroni, Irene Celino
Published in: Proceedings of the 12th Knowledge Capture Conference 2023, 2023, ISBN 979-8-4007-0141-2
Publisher: ACM
DOI: 10.1145/3587259.3627570

Enhancing Scientific Knowledge Graph Generation Pipelines with LLMs and Human-in-the-Loop

Author(s): Stefani Tsaneva, Danilo Dessì, Francesco Osborne and Marta Sabou
Published in: 2024
Publisher: CEUR

PERKS: Eliciting and Exploiting Procedural Knowledge in Industry 5.0

Author(s): Ioan Toma, Umutcan Serles
Published in: Proceedings of the 8th International Joint Conference on Rules and Reasoning, Bucharest, Romania, 16 - 18 September 2024., 2024
Publisher: CEUR

Characteristics of semi-automatic knowledge graph evaluation approaches

Author(s): Liu Oliver (supervision: Marta Sabou, Stefani Tsaneva)
Published in: Bachelor Thesis, 2024
Publisher: WU

Large Language Models and Ontology Engineering

Author(s): Tobias Strubreiter (supervision: Marta Sabou, Stefani Tsaneva)
Published in: Bachelor Thesis, 2025
Publisher: WU

Leveraging Knowledge Graphs for AI System Auditing and Transparency (opens in new window)

Author(s): Laura Waltersdorfer, Marta Sabou
Published in: Journal of Web Semantics, Issue 84, 2025, ISSN 1570-8268
Publisher: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100849

Procedural knowledge management in Industry 5.0: Challenges and opportunities for knowledge graphs (opens in new window)

Author(s): Irene Celino, Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni, Mario Scrocca
Published in: Journal of Web Semantics, Issue 84, 2025, ISSN 1570-8268
Publisher: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100850

Web Semantics (opens in new window)

Author(s): Fajar J. Ekaputra
Published in: Journal of Web Semantics, 2025, ISSN 1570-8268
Publisher: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100855

Knowledge graph validation by integrating LLMs and human-in-the-loop (opens in new window)

Author(s): Stefani Tsaneva, Danilo Dessì, Francesco Osborne, Marta Sabou
Published in: Information Processing & Management, Issue 62, 2025, ISSN 0306-4573
Publisher: Elsevier BV
DOI: 10.1016/J.IPM.2025.104145

Mutual Understanding Between People and Systems via Neurosymbolic AI and Knowledge Graphs (opens in new window)

Author(s): Irene Celino, Mario Scrocca, Agnese Chiatti
Published in: Frontiers in Artificial Intelligence and Applications, Handbook on Neurosymbolic AI and Knowledge Graphs, 2025
Publisher: IOS Press
DOI: 10.48550/ARXIV.2504.11200

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