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CORDIS

Eliciting and Exploiting Procedural Knowledge in Industry 5.0

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

D1.2 Data Management Plan (se abrirá en una nueva ventana)

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 (se abrirá en una nueva ventana)

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 (se abrirá en una nueva ventana)

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 (se abrirá en una nueva ventana)

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 (se abrirá en una nueva ventana)

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 (se abrirá en una nueva ventana)

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 (se abrirá en una nueva ventana)

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 (se abrirá en una nueva ventana)

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 (se abrirá en una nueva ventana)

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 (se abrirá en una nueva ventana)

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]

Publicaciones

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

Autores: Noon Goldstein, Saadullah Amin, Günter Neumann
Publicado en: Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing, 2024
Editor: Association for Computational Linguistics

Empowering Industrial Procedures with Knowledge Graphs (se abrirá en una nueva ventana)

Autores: Scrocca, Mario; Serles, Umutcan
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14498659

Procedural Knowledge Ontology (PKO) (se abrirá en una nueva ventana)

Autores: Valentina Anita Carriero, Mario Scrocca, Ilaria Baroni, Antonia Azzini and Irene Celino
Publicado en: Extended Semantic Web Conference (ESWC 2025), 2025
Editor: Springer
DOI: 10.48550/ARXIV.2503.20634

AuditMAI: Towards AI Auditability Infrastructure for Continouous Auditing (se abrirá en una nueva ventana)

Autores: Laura Waltersdorfer, Fajar J. Ekaputra, Tomasz Miksa, Marta Sabou
Publicado en: AI-CERT workshop, collocated with AIROV 2024, 2024
Editor: Innsbruck university press
DOI: 10.48550/ARXIV.2406.14243

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

Autores: Umutcan Serles, Ioan Toma
Publicado en: "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
Editor: Universität Innsbruck

Human Evaluation of Procedural Knowledge Graph Extraction from Text with Large Language Models (se abrirá en una nueva ventana)

Autores: Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni, Mario Scrocca and Irene Celino
Publicado en: International Conference on Knowledge Engineering and Knowledge Management - EKAW, 2024
Editor: Springer
DOI: 10.48550/ARXIV.2412.03589

PERKS: Eliciting and Exploiting Procedural Knowledge in Industry 5.0 (se abrirá en una nueva ventana)

Autores: Irene Celino, Ilaria Baroni, Mario Scrocca
Publicado en: Poster at Project Networking session at the Semantic Web: International Conference - ESWC, 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.11440918

Towards an Ontology for Procedural Knowledge in Industry 5.0

Autores: Valentina Anita Carriero, Mario Scrocca, Ilaria Baroni, Antonia Azzini and Irene Celino
Publicado en: International Workshop on Semantic Industrial Information Modelling - SemIIM@ISWC, 2024
Editor: CEUR-WS.org

Annotation and Extraction of Industrial Procedural Knowledge from Textual Documents (se abrirá en una nueva ventana)

Autores: Anisa Rula, Gloria Re Calegari, Antonia Azzini, Ilaria Baroni, Irene Celino
Publicado en: Proceedings of the 12th Knowledge Capture Conference 2023, 2023, ISBN 979-8-4007-0141-2
Editor: ACM
DOI: 10.1145/3587259.3627570

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

Autores: Stefani Tsaneva, Danilo Dessì, Francesco Osborne and Marta Sabou
Publicado en: 2024
Editor: CEUR

PERKS: Eliciting and Exploiting Procedural Knowledge in Industry 5.0

Autores: Ioan Toma, Umutcan Serles
Publicado en: Proceedings of the 8th International Joint Conference on Rules and Reasoning, Bucharest, Romania, 16 - 18 September 2024., 2024
Editor: CEUR

Characteristics of semi-automatic knowledge graph evaluation approaches

Autores: Liu Oliver (supervision: Marta Sabou, Stefani Tsaneva)
Publicado en: Bachelor Thesis, 2024
Editor: WU

Large Language Models and Ontology Engineering

Autores: Tobias Strubreiter (supervision: Marta Sabou, Stefani Tsaneva)
Publicado en: Bachelor Thesis, 2025
Editor: WU

Leveraging Knowledge Graphs for AI System Auditing and Transparency (se abrirá en una nueva ventana)

Autores: Laura Waltersdorfer, Marta Sabou
Publicado en: Journal of Web Semantics, Edición 84, 2025, ISSN 1570-8268
Editor: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100849

Procedural knowledge management in Industry 5.0: Challenges and opportunities for knowledge graphs (se abrirá en una nueva ventana)

Autores: Irene Celino, Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni, Mario Scrocca
Publicado en: Journal of Web Semantics, Edición 84, 2025, ISSN 1570-8268
Editor: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100850

Web Semantics (se abrirá en una nueva ventana)

Autores: Fajar J. Ekaputra
Publicado en: Journal of Web Semantics, 2025, ISSN 1570-8268
Editor: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100855

Knowledge graph validation by integrating LLMs and human-in-the-loop (se abrirá en una nueva ventana)

Autores: Stefani Tsaneva, Danilo Dessì, Francesco Osborne, Marta Sabou
Publicado en: Information Processing & Management, Edición 62, 2025, ISSN 0306-4573
Editor: Elsevier BV
DOI: 10.1016/J.IPM.2025.104145

Mutual Understanding Between People and Systems via Neurosymbolic AI and Knowledge Graphs (se abrirá en una nueva ventana)

Autores: Irene Celino, Mario Scrocca, Agnese Chiatti
Publicado en: Frontiers in Artificial Intelligence and Applications, Handbook on Neurosymbolic AI and Knowledge Graphs, 2025
Editor: IOS Press
DOI: 10.48550/ARXIV.2504.11200

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