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Eliciting and Exploiting Procedural Knowledge in Industry 5.0

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

D1.2 Data Management Plan (si apre in una nuova finestra)

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 (si apre in una nuova finestra)

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 (si apre in una nuova finestra)

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 (si apre in una nuova finestra)

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 (si apre in una nuova finestra)

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 (si apre in una nuova finestra)

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 (si apre in una nuova finestra)

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 (si apre in una nuova finestra)

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 (si apre in una nuova finestra)

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 (si apre in una nuova finestra)

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]

Pubblicazioni

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

Autori: Noon Goldstein, Saadullah Amin, Günter Neumann
Pubblicato in: Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing, 2024
Editore: Association for Computational Linguistics

Empowering Industrial Procedures with Knowledge Graphs (si apre in una nuova finestra)

Autori: Scrocca, Mario; Serles, Umutcan
Pubblicato in: 2024
Editore: Zenodo
DOI: 10.5281/ZENODO.14498659

Procedural Knowledge Ontology (PKO) (si apre in una nuova finestra)

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

AuditMAI: Towards AI Auditability Infrastructure for Continouous Auditing (si apre in una nuova finestra)

Autori: Laura Waltersdorfer, Fajar J. Ekaputra, Tomasz Miksa, Marta Sabou
Pubblicato in: AI-CERT workshop, collocated with AIROV 2024, 2024
Editore: Innsbruck university press
DOI: 10.48550/ARXIV.2406.14243

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

Autori: Umutcan Serles, Ioan Toma
Pubblicato 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
Editore: Universität Innsbruck

Human Evaluation of Procedural Knowledge Graph Extraction from Text with Large Language Models (si apre in una nuova finestra)

Autori: Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni, Mario Scrocca and Irene Celino
Pubblicato in: International Conference on Knowledge Engineering and Knowledge Management - EKAW, 2024
Editore: Springer
DOI: 10.48550/ARXIV.2412.03589

PERKS: Eliciting and Exploiting Procedural Knowledge in Industry 5.0 (si apre in una nuova finestra)

Autori: Irene Celino, Ilaria Baroni, Mario Scrocca
Pubblicato in: Poster at Project Networking session at the Semantic Web: International Conference - ESWC, 2024
Editore: Zenodo
DOI: 10.5281/ZENODO.11440918

Towards an Ontology for Procedural Knowledge in Industry 5.0

Autori: Valentina Anita Carriero, Mario Scrocca, Ilaria Baroni, Antonia Azzini and Irene Celino
Pubblicato in: International Workshop on Semantic Industrial Information Modelling - SemIIM@ISWC, 2024
Editore: CEUR-WS.org

Annotation and Extraction of Industrial Procedural Knowledge from Textual Documents (si apre in una nuova finestra)

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

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

Autori: Stefani Tsaneva, Danilo Dessì, Francesco Osborne and Marta Sabou
Pubblicato in: 2024
Editore: CEUR

PERKS: Eliciting and Exploiting Procedural Knowledge in Industry 5.0

Autori: Ioan Toma, Umutcan Serles
Pubblicato in: Proceedings of the 8th International Joint Conference on Rules and Reasoning, Bucharest, Romania, 16 - 18 September 2024., 2024
Editore: CEUR

Characteristics of semi-automatic knowledge graph evaluation approaches

Autori: Liu Oliver (supervision: Marta Sabou, Stefani Tsaneva)
Pubblicato in: Bachelor Thesis, 2024
Editore: WU

Large Language Models and Ontology Engineering

Autori: Tobias Strubreiter (supervision: Marta Sabou, Stefani Tsaneva)
Pubblicato in: Bachelor Thesis, 2025
Editore: WU

Leveraging Knowledge Graphs for AI System Auditing and Transparency (si apre in una nuova finestra)

Autori: Laura Waltersdorfer, Marta Sabou
Pubblicato in: Journal of Web Semantics, Numero 84, 2025, ISSN 1570-8268
Editore: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100849

Procedural knowledge management in Industry 5.0: Challenges and opportunities for knowledge graphs (si apre in una nuova finestra)

Autori: Irene Celino, Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni, Mario Scrocca
Pubblicato in: Journal of Web Semantics, Numero 84, 2025, ISSN 1570-8268
Editore: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100850

Web Semantics (si apre in una nuova finestra)

Autori: Fajar J. Ekaputra
Pubblicato in: Journal of Web Semantics, 2025, ISSN 1570-8268
Editore: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100855

Knowledge graph validation by integrating LLMs and human-in-the-loop (si apre in una nuova finestra)

Autori: Stefani Tsaneva, Danilo Dessì, Francesco Osborne, Marta Sabou
Pubblicato in: Information Processing & Management, Numero 62, 2025, ISSN 0306-4573
Editore: Elsevier BV
DOI: 10.1016/J.IPM.2025.104145

Mutual Understanding Between People and Systems via Neurosymbolic AI and Knowledge Graphs (si apre in una nuova finestra)

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

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