Assessment of Learning technologies and Frameworks for Intelligent and Ethical AI

Projektinformationen

ALFIE

ID Finanzhilfevereinbarung: 101177912

DOI

10.3030/101177912

EK-Unterschriftsdatum 23 September 2024

Startdatum 1 Oktober 2024

Enddatum 30 September 2027

Finanziert unter

• Culture, creativity and inclusive society

Gesamtkosten

€ 2 999 882,50

EU-Beitrag

€ 2 999 882,50

Koordiniert durch

CATALINK LIMITED
Cyprus

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (8)

Initial market analysis, exploitation plan and business models

The initial version of this deliverable will include an updated version of the market analysis and the exploitation plan, as well as specific business models from project assets.

Initial AI tools for multilingual interaction and automatic generation of AI models

This deliverable will present the initial AI tools that will be produced from automatic generation of AI models and multilingual interaction with the end-users.

Initial use case definition and AutoML validation

The initial version of this deliverable will describe the 3 pilot use cases, elaborating on the challenges, needs and demonstration approaches and will outline the evaluation methodology to be pursued.

Project website, market analysis, dissemination and exploitation plan

This deliverable will showcase the project website, present the initial dissemination plan of the project and the project’s communication material. It will also contain a detailed market analysis of AI and related technologies domain, the industrial requirements needed to consider, and the initial exploitation plan for each component of ALFIE system

Mid-term use case definition and AutoML validation

The mid-term version of this report will present the evaluation metrics of the trial use cases and new requirements for consideration by the AutoML tools.

Initial modern AI deployments and ethical gaps

D2.1 will provide a comprehensive report presenting a balanced perspective on the modern AI technologies and gaps

Initial best practices blueprint for ethical AI and AutoML Integration

This deliverable aims to consolidate a comprehensive best practices blueprint that will serves as a guide for designing an ethical AI framework and seamlessly integrating EU policy recommendations into the AutoML platform

Initial AutoML data warehouse and semantic knowledge graph

This deliverable will report the initial data collected from the end-users and pilot sites, as well as the retrospective data collected from other sources. Details of the initial semantic knowledge graph and semantic reasoner will also be included.

Data Management Plan (1)

Initial data management plan

This deliverable will describe the data generated in the project and will categorise them with respect to (i) their confidentiality, ethical treatment, possibility to be shared in the open data initiative, and (ii) their format and standardisation. Finally, it will specify guidelines for the management of all generated data in accordance with their categorization, as well as the EU ethical frameworks.

Veröffentlichungen

Peer reviewed articles (5)

Ethical AI prompt recommendations in large language models using collaborative filtering

Autoren: Jordan Nelson, Almas Baimagambetov, Konstantinos Avgerinakis, Nikolaos Polatidis
Veröffentlicht in: International Journal of Parallel, Emergent and Distributed Systems, 2025, ISSN 1744-5760
Herausgeber: Informa UK Limited
DOI: 10.1080/17445760.2025.2573086

Cluster-specific localized drift detection for efficient batch model adaptation under controlled distribution shift

Autoren: Ignacio Cabrera Martin, Marcello Trovati, Almas Baimagambetov, Nikolaos Polatidis
Veröffentlicht in: Expert Systems with Applications, Ausgabe 331, 2026, ISSN 0957-4174
Herausgeber: Elsevier BV
DOI: 10.1016/J.ESWA.2026.133370

Leveraging Ethical Narratives to Enhance <scp>LLM</scp>‐<scp>AutoML</scp> Generated Machine Learning Models

Autoren: Jordan Nelson, Michalis Pavlidis, Andrew Fish, Nikolaos Polatidis, Yannis Manolopoulos
Veröffentlicht in: Expert Systems, Ausgabe 42, 2025, ISSN 0266-4720
Herausgeber: Wiley
DOI: 10.1111/EXSY.70072

AI-driven sign language interpreting avatars: navigating challenges to address communication gaps

Autoren: Estella Oncins, Iris Serrat-Roozen, Pilar Orero
Veröffentlicht in: Universal Access in the Information Society, Ausgabe 25, 2026, ISSN 1615-5289
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1007/S10209-026-01388-7

When AI fails to listen: convergent failure patterns across speech impairments and low-resource speech in ASR

Autoren: Reyhaneh Sohrabi
Veröffentlicht in: AI &amp; SOCIETY, 2026, ISSN 0951-5666
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1007/S00146-026-03073-Y

Conference proceedings (5)

Deterministic and Trustworthy LLM-Driven Semantic Knowledge Graph Construction

Autoren: Chukwudi Uwasomba, Nonso Nnamoko, Ioannis Korkontzelos
Veröffentlicht in: 2026 International Conference on Circuit, Systems and Communication (ICCSC), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCSC71566.2026.11650062

Utilizing Large Language Models for Machine Learning Explainability

DOI: 10.48550/ARXIV.2510.06912

Artificial Intelligence Driven Sign Language Interpreting Avatars

Autoren: Estel·la Oncins, Pilar Orero & Iris Serrat
Veröffentlicht in: Kaleidoscope, Ausgabe 2026, 2026, ISBN 978-92-61-42481-7
Herausgeber: ITU
DOI: 10.5281/ZENODO.21496345

Behaviourally Informed Adversarial Prompting for Evaluating Emergent Risk Behaviours in Foundation Models

Autoren: Chukwudi Uwasomba, Nonso Nnamoko, Ioannis Korkontzelos
Veröffentlicht in: 2026 International Conference on Circuit, Systems and Communication (ICCSC), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCSC71566.2026.11650133

Leveraging Generative AI, Knowledge Graphs and Personalised Learning Paths to Improve the Learning Experience of Neurodivergent Students in E-Learning Courses

Autoren: Giacomo Nalli, Yoshi Malaise, Stelios Kapetanakis, Beat Signer
Veröffentlicht in: Lecture Notes on Data Engineering and Communications Technologies, Advanced Information Networking and Applications, 2026, ISBN 978-3-032-23260-1
Herausgeber: Springer Nature Switzerland
DOI: 10.1007/978-3-032-23260-1_20

Monographic books (1)

ETHICOMP 2025 22nd international conference on the ethical and social impacts of ICT Lisbon

Autoren: Isabel Alvarez, Adrian Didiu
Veröffentlicht in: 2025
Herausgeber: Autónoma Edições
DOI: 10.26619/978-989-9002-62-3

Book chapters (1)

Artificial intelligence in Europe: challenges and opportunities towards communication for all.

Autoren: Serrat-Roozen, I, P. Orero and E.Oncins
Veröffentlicht in: Tecnologías emergentes y sociedad conectada: automatización, datos y mediaciones contemporáneas., 2026, ISBN 979-13-7038-518-7
Herausgeber: Tirant lo Blanc