Resources

PERKS Zenodo Community https://zenodo.org/communities/perks_project/

GitHub Organization https://github.com/perks-project/

Type of publication	Peer-review	Type of PID (repository)	PID of deposited publication	Link to publication (if no PID of publication)	Title of the publication (for book chapters: title of chapter not of book)	PID of publisher version of record	ISSN/eSSN (if book insert ISBN)	Authors	Title of the journal or equivalent	Publisher	Month/Year of publication	Book title (if book chapter)	Was the publication available in open access through the repository at the time of publication	License type
Publication in conference proceedings/Workshop	Yes	DOI	View DOI	Open link	Annotation and Extraction of Industrial Procedural Knowledge from Textual Documents		979-8-4007-0141-2	Anisa Rula, Irene Celino, Ilaria Baroni, Antonia Azzini, Gloria Re Calegari	International Conference on Knowledge Capture - K-CAP	Association for Computing Machinery	2023		Yes
Publication in conference proceedings/Workshop	Yes				Human Evaluation of Procedural Knowledge Graph Extraction From Text with Large Language Models			Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni, Mario Scrocca and Irene Celino	International Conference on Knowledge Engineering and Knowledge Management - EKAW	Springer	2024
Publication in conference proceedings/Workshop	Yes	pURL	View PDF		Towards an Ontology for Procedural Knowledge in Industry 5.0			Valentina Anita Carriero, Mario Scrocca, Ilaria Baroni, Antonia Azzini and Irene Celino	International Workshop on Semantic Industrial Information Modelling (SemIIM) co-located with ISWC 2024		2024
Publication in conference proceedings/Workshop	Yes	DOI	View DOI	Open link	PERKS: Eliciting and Exploiting Procedural Knowledge in Industry 5.0			Irene Celino, Ilaria Baroni, Mario Scrocca	Poster at Project Networking Session – ESWC	Zenodo	2024		Yes	CC BY or equivalent
Chapter in book	Yes			Open link	Mutual Understanding between People and Systems via Neurosymbolic AI and Knowledge Graphs	Open link		Irene Celino, Mario Scrocca and Agnese Chiatti				Handbook on NeuroSymbolic AI and Knowledge Graphs
Publication in conference proceedings/Workshop	Yes			View PDF	LLM-driven Ontology Evaluation: Verifying Ontology Restrictions with ChatGPT			Stefani Tsaneva, Stefan Vasic, Marta Sabou	DQMLKG Workshop, collocated with ESWC 2024	Springer
Publication in conference proceedings/Workshop	Yes			View PDF	Enhancing Scientific Knowledge Graph Generation Pipelines with LLMs and Human-in-the-Loop			Stefani Tsaneva, Danilo Dessì, Francesco Osborne and Marta Sabou	Sci-K Workshop, collocated with ISWC 2024	CEUR	2024
Article in journal	Yes				Knowledge Graph Validation by Integrating LLMs and Human-in-the-Loop			Stefani Tsaneva, Danilo Dessì, Francesco Osborne and Marta Sabou	Journal of Information Processing and Management	Elsevier	2025
Publication in conference proceedings/Workshop	Yes				AuditMAI: Towards AI Auditability Infrastructure for Continuous Auditing			Laura Waltersdorfer, Fajar J. Ekaputra, Tomasz Miksa, Marta Sabou	AI-CERT workshop, collocated with AIROV 2024	Innsbruck University Press
Thesis/Dissertation	No			Open link	ChatGPT vs Human-in-the-loop: An approach towards automated verification of ontology restrictions			Stefan Vasic (supervision: Marta Sabou, Stefani Tsaneva)	Bachelor Thesis		2023
Thesis/Dissertation	No				Human-in-the-loop ontology restriction verification – Do you really need experts?			Isabella Kugler (supervision: Marta Sabou, Stefani Tsaneva)	Bachelor Thesis
Thesis/Dissertation	No				Characteristics of semi-automatic knowledge graph evaluation approaches			Liu Oliver (supervision: Marta Sabou, Stefani Tsaneva)	Bachelor Thesis		2024
Thesis/Dissertation	No				Semi-automatic Knowledge Graph Evaluation			Hiesinger Veronika (supervision: Marta Sabou, Stefani Tsaneva)	Bachelor Thesis		2024
Thesis/Dissertation	No				Continuous AI Auditability of Semantic Web Machine Learning Systems			Laura Waltersdorfer	PhD Thesis
Thesis/Dissertation	No				Evaluating Knowledge Graphs with Hybrid Intelligence			Stefani Tsaneva	PhD Thesis
Publication in conference proceedings/Workshop	Yes			Open link	Towards Understanding Attention-based Reasoning through Graph Structures in Medical Codes Classification			Noon Goldstein, Saadullah Amin, Günter Neumann	TextGraphs-17: Graph-based Methods for Natural Language Processing	Association for Computational Linguistics	Aug-24		Yes
Publication in conference proceedings/Workshop	Yes				LLMs Meet Knowledge Graphs For A More Transparent Conversational AI: Wien Energie Chatbot			Umutcan Serles, Ioan Toma	KG-NeSy 2024 Workshop at AIRoV Symposium		2024
Publication in conference proceedings/Workshop	Yes				PERKS: Eliciting and Exploiting Procedural Knowledge in Industry 5.0			Ioan Toma, Umutcan Serles	Rules and Reasoning Conference (Bucharest, 2024)		2024
Publication in conference proceedings/Workshop	Yes			View PDF	Provenance Question-based AI Transparency and Accountable AI Governance			Laura Waltersdorfer, Dominique Hausler, Tanja Auge	AIGov Workshop at AAAI 2025	CEUR	2025
Article in journal	Yes	DOI	View DOI		Pattern-based engineering of Neurosymbolic AI Systems			Fajar J. Ekaputra	Journal of Web Semantics	Elsevier	2025
Article in journal	Yes	DOI	View DOI		Leveraging Knowledge Graphs for AI system auditing and transparency			Laura Waltersdorfer, Marta Sabou	Journal of Web Semantics	Elsevier	2025			CC BY or equivalent
Thesis/Dissertation	No				Large Language Models and Ontology Engineering			Tobias Strubreiter (supervision: Marta Sabou, Stefani Tsaneva)	Bachelor Thesis		2025
Article in journal	Yes	DOI	View DOI		Procedural knowledge management in Industry 5.0: Challenges and opportunities for knowledge graphs			Irene Celino, Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni, Mario Scrocca	Journal of Web Semantics	Elsevier	2025
Publication in conference proceedings/Workshop	Yes			TBD	Procedural Knowledge Ontology (PKO)			Valentina Anita Carriero, Mario Scrocca, Ilaria Baroni, Antonia Azzini and Irene Celino	Extended Semantic Web Conference (ESWC 2025)	Springer	2025
Publication in conference proceedings/Workshop					Assessing human factors in AI adoption by employees: a composite questionnaire for subjective user evaluation			Antonia Azzini, Ilaria Baroni, Irene Celino	Trustworthy and Collaborative AI Workshop (TCAI) @ HHAI Conference	CEUR	2025
Publication in conference proceedings/Workshop	Yes	pURL	View PDF		rapid-triples: Adaptive Forms for Semi-automatic Knowledge Collection in RDF			Mario Scrocca, Alessio Carenini, Valentina Anita Carriero and Irene Celino	HAIBRIDGE 2025 @ ISWC 2025	CEUR	2025

Communication Activity Name	Description	Who? (Target audience)	How? (Communication channel)	Status
PERKS: Artificial Intelligence enables procedural knowledge management in industry	Article published on the Italian portal "Report Difesa" – link	Citizens	Media article	Delivered
PERKS successfully begins its journey to support the industrial sector	Article on NTT DATA internal website – 29 September 2023	Industry, business partners	Website	Delivered
PERKS: Artificial Intelligence enables procedural knowledge management in industry	Article published on "Corriere della Sicurezza" – 15 November 2023 – link	Citizens	Media article	Delivered
Optimising knowledge management to enable industry 5.0	Article on "Digital Voice" – 17 November 2023 – link	Citizens	Media article	Delivered
PERKS presents the project at Adra-e’s launch event	Participation in Adra-e event – February 27, 2024	Citizens	Website	Delivered
PERKS presents the project at Adra-e’s launch event	Article on NTT DATA internal website – February 27, 2024	Industry, business partners	Website	Delivered
Boosting PERKS project in the 2nd consortium meeting	Article – March 11, 2024	Citizens	Website	Delivered
Boosting PERKS project in the 2nd consortium meeting	Shared on NTT DATA internal website	Industry, business partners	Website	Delivered
PERKS, quando l’Intelligenza Artificiale valorizza la conoscenza aziendale	"Corriere della Sicurezza" – 30 July 2024 – link	Citizens	Media article	Delivered
PERKS: AI al servizio della conoscenza industriale	HD Business – 30 July 2024 – link	Citizens	Media article	Delivered
PERKS, quando l’Intelligenza Artificiale valorizza la conoscenza aziendale	01Factory – 30 July 2024 – link	Citizens	Media article	Delivered
Come il progetto PERKS cambia la gestione della conoscenza procedurale	BusinessCommunity – 30 July 2024 – link	Citizens	Media article	Delivered
Prozess-Know-how im Unternehmen mit KI erschließen	DFKI Website – link	Citizens	Website	Delivered
PERKS – Project overview page	DFKI Website – link	Citizens	Website	Delivered
Fagor Automation participates in PERKS project	Press office – link	Citizens	Press release	Delivered
PERKS is successfully developing a reference architecture	NTT DATA internal website – Nov 29, 2024	Industry, business partners	Website	Ongoing
Human-centered and Trustworthy AI webinar	PERKS Webinar Series – Oct 24, 2024 – link	Research communities	Event	Delivered
Environmental sustainability in AI & data management webinar	PERKS Webinar Series – Feb 7, 2025 – link	Research communities	Event	Delivered

Activity Name	Type	Target Audience	Objective/Description	Status	Resources/Links
BDVA AG57 Meeting - 13th of December 2023	Meetings	Industry, business partners	Internal BDVA meeting to present new active projects.	Delivered	N/A
Dagstuhl Seminar 24061- Are Knowledge Graphs Ready for the Real World?	Meetings	Scientists	PERKS was presented to explain how knowledge graphs will be used in the implementation of PERKS solutions.	Delivered	N/A
ADRA-e - 22nd of February 2024	Meetings	Industry, business partners	Launch Event: showcasing the future of innovation in AI, Data, and Robotics.	Delivered	N/A
Data Week - BDVA In Leuven - 5th of June 2024	Conferences	Industry, business partners	PERKS was presented during the AI Act session to highlight the importance of the Human-In-The-Loop .	Delivered	N/A
ESWC 2024 - Project Networking track - 28th of May 2024	Conferences	Scientists	PERKS presentation about eliciting and exploiting procedural knowledge in Industry 5.0.	Delivered	N/A
Internal meetings held within the research group of Siemens Austria	Meetings	Innovators	Internal meetings held within the research group of Siemens Austria (around 20 people).	Delivered	N/A
ADRA-e - 19th of June 2024	Meetings	Industry, business partners	ADR-e European Convergence Summit 2024.	Delivered	N/A
Presentation of PERKS to research groups within IDC Europe	Meetings	Other	The project was presented in two meetings of IDC analysts at European level with more than 120 attendees.	Delivered	N/A
7th annual smart manufacturing excellence summit - Munich - 20th March 2024	Meetings	Industry, business partners	Speech about worker assistance technologies in BEKO use case.	Delivered	N/A
ADRForum - 4th-5th of November 2025	Conferences	Industry, business partners	PERKS sponsorship.	Delivered	N/A
PERKS keynote at KG4DI meeting... - Dec 10, 2024	Meetings	Industry, business partners	Invited Keynote "Empowering Industrial Procedures with Knowledge Graphs" (Mario Scrocca, Umutcan Serles).	Delivered	Slides (Zenodo)