Automated, Transparent Citizen-Centric Public Policy Making based on Trusted Artificial Intelligence

Información del proyecto

AI4PublicPolicy

Identificador del acuerdo de subvención: 101004480

DOI

10.3030/101004480

Proyecto cerrado

Fecha de la firma de la CE 22 Febrero 2021

Fecha de inicio 1 Marzo 2021

Fecha de finalización 30 Abril 2024

Financiado con arreglo a

• SOCIETAL CHALLENGES - Europe In A Changing World - Inclusive, Innovative And Reflective Societies

Coste total

€ 5 080 501,25

Aportación de la UE

€ 3 999 988,25

Coordinado por

GFT ITALIA SRL
Italy

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

Documents, reports (23)

Dissemination, Communication and Collaboration Plan and Activities V1

This series of deliverables will describe the dissemination and collaboration strategy and the activities followed during the reporting periods as well as the results from these activities T81 and T82 First version at M12

Policy making processes blueprints V1

These deliverables initial and updated version based on the utilization of the first version of the AI4PublicPolicy outcomes will provide the blueprints for the efficient reorganization of public administration towards optimal utilization of AI tools T24 This is the deliverable at M8

Plan and report on co-creation activities V2

Initially (M3 version) this report will provide the plan for the co-creation sessions and workshops (identifying also the relevant content for different focus groups), while the M18 and M27 versions will outline the outcomes of the co-creation activities (T2.6). This is deliverable at M18.

Conceptual model and reference V2

This report will identify the key components of the platform and define the interfaces between them An internal report will be developed in M3 and will serve as a basis to kickoff the activities of the project T25 Along with D24 it will provide the projects reference model for AIbased policy development see Objective 1 This is deliverable referred at M18

Pilot Sites Preparation V1

Report on preparatory activities T61 This is deliverable at M12

Conceptual model and reference V1

This report will identify the key components of the platform and define the interfaces between them An internal report will be developed in M3 and will serve as a basis to kickoff the activities of the project T25 Along with D24 it will provide the projects reference model for AIbased policy development see Objective 1 This deliverable is referred at M9

Standards & open-source plan and activities V1

This report will detail all open source activities as well as the engagement of the partners with standardisation bodies or similar fora T83 Intermediate version at M24

Collaboration with EOSC and Policy Makers V1

A report on linked activities with EOSC, as well as on the outcomes of the creation of policy management ecosystems (T7.4) at M18.

Plan and report on co-creation activities V1

Initially M3 version this report will provide the plan for the cocreation sessions and workshops identifying also the relevant content for different focus groups while the M18 and M27 versions will outline the outcomes of the cocreation activities T26 This is deliverable at M6

Pilot Sites Preparation V2

Report on preparatory activities T61 This is deliverable at M24

Plan and report on co-creation activities V3

Initially (M3 version) this report will provide the plan for the co-creation sessions and workshops (identifying also the relevant content for different focus groups), while the M18 and M27 versions will outline the outcomes of the co-creation activities (T2.6). This is the last version of the deliverable at M27.

Standards & open-source plan and activities V2

This report will detail all open source activities as well as the engagement of the partners with standardisation bodies or similar fora (T8.3). Final version of the deliverable.

Training and Digital Transformation Assets V2

Report on training and digital transformation propositions linked with tools and technologies (T7.3) at M38.

Training and Digital Transformation Assets V1

Report on training and digital transformation propositions linked with tools and technologies (T7.3). First version at M27.

Dissemination, Communication and Collaboration Plan and Activities V3

This series of deliverables will describe the dissemination and collaboration strategy and the activities followed during the reporting periods as well as the results from these activities (T8.1 and T8.2). This is the final version of the deliverable at M38.

Validation and Evaluation Report V1

Report on the evaluation/validation activities (T6.6) at M24.

Use case scenarios definition and design

This document will outline the design of the scenarios including their initial mapping to AI4PublicPolicy outcomes and cloudbased services T21

Dissemination, Communication and Collaboration Plan and Activities V2

This series of deliverables will describe the dissemination and collaboration strategy and the activities followed during the reporting periods as well as the results from these activities (T8.1 and T8.2). Second version at M24.

Standards and regulations analysis

This report will examine the standards and regulations based on the technologies involved in AI4PublicPolicy the identified use cases and the technical requirements and deliver recommendations on the standards and regulations to be followed in the design of the tools and the utilization of the datasets T22

Policy making processes blueprints V2

These deliverables (initial and updated version based on the utilization of the first version of the AI4PublicPolicy outcomes) will provide the blueprints for the efficient (re-)organization of public administration towards optimal utilization of AI tools (T2.4). This is deliverable at M18.

Collaboration with EOSC and Policy Makers V2

A report on linked activities with EOSC, as well as on the outcomes of the creation of policy management ecosystems (T7.4) in its final version at M36.

Initial Publication Package

This deliverable will focus on the publication of the initial set of materials that will define and promote projects identity T81

Datasets and policies data models

This document will report on risk identification and analysis describe in detail the risk management process and define internal QA procedures T23

Demonstrators, pilots, prototypes (38)

Virtualized Policy Management Environment V2

The initial and updated version of the VPME, the integrated visualization environment and the APIs towards AI models/algorithms (T5.6). This is deliverable at M30.

Policies Explainability and Interpretation Framework V2

These prototypes will deliver the framework encompassing XAI techniques, situational awareness technologies and policy interpretation analysis modules as outlined in T4.1 and T4.2. This is deliverable at M27.

Management and Optimization of City Resources Pilot V1

Implementation of the pilot as described in T6.2 and Section 1.3. This is deliverable at M21.

Citizens Engagement and Policy Optimization Techniques V2

These prototypes will provide the mechanisms for obtaining feedback from citizens, performing policies simulations and optimizations (T5.4). This is deliverable at M27.

AutoML Techniques for Public Administrators

This deliverable will realize the mechanisms supporting public administrators in the use of AI models across the policy management lifecycle (T5.5).

Policies and Datasets Catalogue V1

It will deliver a populated version of the catalogue for policies models and associated datasets to be exploited for reuse in different domains (T3.5). This is deliverable at M18.

Secure Policy Sharing

This prototype will provide the mechanisms for the provisions of security guarantees during sharing of public policy data (T4.4).

Citizens Engagement and Policy Optimization Techniques V1

These prototypes will provide the mechanisms for obtaining feedback from citizens, performing policies simulations and optimizations (T5.4). This is deliverable at M18.

Holistic and Accessible Urban Mobility Pilot V2

Implementation of the pilot as described in Task 6.4 and Section 1.3. This is deliverable at M33.

Holistic Interoperability Toolkit V2

These prototypes will deliver the semantic and syntactic interoperability techniques integrated in the envisioned toolkit (T3.2). This is deliverable at M27.

Energy Management Policies Pilot V2

Pilot Implementation (see T6.5 and Section 1.3). This is deliverable at M33.

Policy Linking, Interoperability and Sharing V2

These deliverables will provide the initial and updated versions of the tools for policies linking and sharing as detailed in T3.3 and T3.4. This is deliverable at M27.

Data Management and APIs for Data Collection V1

These deliverables will realize the APIs as well as the SQL NoSQL and CEP approaches for data collection and management over the diverse data sources of the project T31 This is deliverable at M9

AI4PublicPolicy Market Platform and AI-based Solutions V2

This deliverable will realize the market platform incorporating AI-based solutions, models and other assets (T7.1 and T7.2). This is the last version of the deliverable at M36.

AI Tools and Technologies V1

These deliverables will realize the sentiment analysis, opinion mining and text analytics tools described in T5.1 and T5.2. This is first version of the deliverable at M19.

Virtualized Policy Management Environment V1

The initial and updated version of the VPME, the integrated visualization environment and the APIs towards AI models/algorithms (T5.6). This is deliverable at M18.

Data Driven Water Pipes V2

Implementation of the pilot (see T6.6 and Section 1.3). This is deliverable at M33.

Policy Linking, Interoperability and Sharing V1

These deliverables will provide the initial and updated versions of the tools for policies linking and sharing as detailed in T3.3 and T3.4. This is deliverable at M18.

Policies and Datasets Catalogue V2

It will deliver a populated version of the catalogue for policies models and associated datasets to be exploited for reuse in different domains (T3.5). This is deliverable at M30.

Policy Extraction and Recommendations Toolkit V1

Prototype implementation AI recommendation algorithms over the baseline Open Analytics Environment of the project (e.g., KNIME) (T5.3). This is deliverable at M18.

Energy Management Policies Pilot V1

Pilot Implementation (see T6.5 and Section 1.3). This is deliverable at M21.

Virtualized Policy Management Environment V3

The initial and updated version of the VPME, the integrated visualization environment and the APIs towards AI models/algorithms (T5.6). This is last version of the deliverable at M36.

Holistic and Accessible Urban Mobility Pilot V1

Implementation of the pilot as described in Task 6.4 and Section 1.3. This is deliverable at M21.

AI algorithms Security Enhancements V2

These deliverables will enhance the AI4PublicPolicy platform with technologies to identify potentially fraudulent data sources and to protect the AI algorithms against evasion attacks (T4.3). This is deliverable at M27.

Cloud and HPC Resources Management V1

These deliverables will enable the dynamic management and orchestration of cloud/HPC resources based on the emerging data and computing needs (T5.5). This is deliverable at M18.

Policies Explainability and Interpretation Framework V1

These prototypes will deliver the framework encompassing XAI techniques, situational awareness technologies and policy interpretation analysis modules as outlined in T4.1 and T4.2. This is deliverable at M18.

Cloud and HPC Resources Management V3

These deliverables will enable the dynamic management and orchestration of cloud/HPC resources based on the emerging data and computing needs (T5.5). This is the last version of the deliverable at M36.

AI algorithms Security Enhancements V1

These deliverables will enhance the AI4PublicPolicy platform with technologies to identify potentially fraudulent data sources and to protect the AI algorithms against evasion attacks (T4.3). This is deliverable at M18.

Data Management and APIs for Data Collection V2

These deliverables will realize the APIs, as well as the SQL, NoSQL and CEP approaches for data collection and management over the diverse data sources of the project (T3.1). This is deliverable at M18.

AI Tools and Technologies V2

These deliverables will realize the sentiment analysis, opinion mining and text analytics tools described in T5.1 and T5.2. This is the last version of the deliverable at M27.

Cloud and HPC Resources Management V2

These deliverables will enable the dynamic management and orchestration of cloud/HPC resources based on the emerging data and computing needs (T5.5). This is deliverable at M30.

Citizens and Businesses Services Optimization Pilot V1

Implementation of the pilot as described in T6.3 and Section 1.3. This is deliverable at M21.

Policy Extraction and Recommendations Toolkit V2

Prototype implementation AI recommendation algorithms over the baseline Open Analytics Environment of the project (e.g., KNIME) (T5.3). This is deliverable at M27

Management and Optimization of City Resources Pilot V2

Implementation of the pilot as described in T6.2 and Section 1.3. This is deliverable at M33

Citizens and Businesses Services Optimization Pilot V2

Implementation of the pilot as described in T6.3 and Section 1.3. This is deliverable at M33.

AI4PublicPolicy Market Platform and AI-based Solutions V1

This deliverable will realize the market platform incorporating AI-based solutions, models and other assets (T7.1 and T7.2). This is deliverable at M21.

Data Driven Water Pipes V1

Implementation of the pilot (see T6.6 and Section 1.3). This is deliverable at M21.

Holistic Interoperability Toolkit V1

These prototypes will deliver the semantic and syntactic interoperability techniques integrated in the envisioned toolkit (T3.2). This is deliverable at M18.

Open Research Data Pilot (1)

Validation and Evaluation Report V2

Report on the evaluation/validation activities (T6.6) at M38.

Publicaciones

Conference proceedings (9)

Evidence Based Policymaking in Europe Summit 2021 Presentation Slides

Autores: Willems, Marieke; Koundouri, Phoebe; Filograna, Antonio; Christantoni, Ilia; Markianidou, Paresa; Duzha, Armend; Da Bormida, Giorgio; Bouchal, Jiri; Georgieva, Ana D.; Amicone, Alessandro; Taborda Barata, Martim; Bettiol, Alberto; Resta, Vanni; Cugurra, Marina; Munné, Ricard; Mureddu, Francesco; Silence, Jurgen; Perossini, Fabio; Arenas García, Jerónimo; Kogut, Pavel; Paic, Alan; Halmos, Andrea
Publicado en: Edición 1, 2022
Editor: Data Driven Policy Cluster
DOI: 10.5281/zenodo.5888546

AI-Based Public Policy Making: A New holistic, Integrated and “AI by Design” Approach

Autores: Amicone, A., Marangoni, L., Marceddu, A., & Miccoli, M.
Publicado en: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2023, Página(s) 525-532
Editor: IEEE
DOI: 10.1109/dcoss-iot58021.2023.00087

Vibration-based water leakage detection system for public open data platforms

Autores: Giaconia, G. C. and Lo Valvo, F. and Ladjery, K. and Di Puma, F. and Falla, J. and Christou, I. T. and Soldatos, J. and Papadakis, T. and Popunkiov, B. and Alexieva, D. and Raykov, D.
Publicado en: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Edición XLVIII-4/W10-2024, 2024, Página(s) 71-76
Editor: Copernicus Publications
DOI: 10.5194/isprs-archives-xlviii-4-w10-2024-71-2024

Feature Selection via Minimal Covering Sets for Industrial Internet of Things Applications

Autores: Christou, I. T., Soldatos, J., Papadakis, T., Gutierrez-Rojas, D., & Nardelli, P.
Publicado en: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2023, Página(s) 562-567
Editor: IEEE
DOI: 10.1109/dcoss-iot58021.2023.00092

Semantic Interoperability Toolkit for Data Marketplaces

Autores: Mateus, M., Almeida, B., Rolo, G., Rodrigues, G., Gonçalves, A., Teixeira, T., & Maló, P.
Publicado en: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2023, Página(s) 541-547
Editor: IEEE
DOI: 10.1109/dcoss-iot58021.2023.00089

Data-driven policy development of Municipalities Preparation steps for Integrating AI tools in the policymaking process

Autores: Kalliontzi, V. and Voulgarakis, V. and Delinavelli, G.
Publicado en: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Edición XLVIII-4/W10-2024, 2024, Página(s) 85-91
Editor: Copernicus Publications
DOI: 10.5194/isprs-archives-xlviii-4-w10-2024-85-2024

Artificial Intelligence for Urban Safety: A Case Study for reducing road accident in Genoa

Autores: Marceddu, A. and Miccoli, M. and Amicone, A. and Marangoni, L. and Risso, A.
Publicado en: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Edición XLVIII-4/W10-2024, 2024, Página(s) 131-138
Editor: Copernicus Publications
DOI: 10.5194/isprs-archives-xlviii-4-w10-2024-131-2024

A No Code XAI Framework for Policy Making

Autores: Martinez, M. P., & Azqueta-Alzuaz, A.
Publicado en: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2023, Página(s) 556-561
Editor: IEEE
DOI: 10.1109/dcoss-iot58021.2023.00091

A Hybrid Method with Intuitionistic Fuzzy Estimations in Water Leak Detection with Underground Vibration Sensors

Autores: Sotirov, S., Giaconia, C., Raikov, D., Aleksieva, D., & Popunkov, B.
Publicado en: Twenty First International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, 2023
Editor: SRI PAS Systems Research Institute Polish Academy of Sciences Warsaw, Poland
DOI: 10.5281/zenodo.11060749

Peer reviewed articles (3)

An Artificial Intelligence‐Based Framework to Accelerate Data‐Driven Policies to Promote Solar Photovoltaics in Lisbon

Autores: Sara Freitas; Miguel Silva; Eduardo Silva; Alessandro Marceddu; Massimo Miccoli; Petro Gnatyuk; Luca Marangoni; Alessandro Amicone
Publicado en: Solar RRL Volume 7, Edición 24, 2023, ISSN 2367-198X
Editor: Wiley-VCH GmbH
DOI: 10.1002/solr.202300597

Explainable and transparent artificial intelligence for public policymaking

Autores: Papadakis, T., Christou, I. T., Ipektsidis, C., Soldatos, J., & Amicone, A.
Publicado en: Data & Policy, Edición 6, 2024, Página(s) e10, ISSN 2632-3249
Editor: Cambridge University Press
DOI: 10.1017/dap.2024.3

Measuring and Improving the Energy Efficiency of Large Language Models Inference

Autores: Argerich, M. F., & Patiño-Martínez, M
Publicado en: IEEE Access, Edición Volume 12, 2024, Página(s) 80194 - 80207, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3409745

Other (3)

Governance Ethics for Evidence Based Policymaking

Autores: Resta, Vanni; Cugurra, Marina; Taborda Barata, Martim; Bettiol, Alberto; Gavrilut, Laura; Cabello, Cecilia
Publicado en: Edición 1, 2022
Editor: Data Driven Policy Cluster
DOI: 10.5281/zenodo.6366119

Policy Prediction, the Future of Evidence-Based Policymaking?

Autores: Fabó Cartas, Claudia; Gavrilut, Laura; Koundouri, Phoebe; Markianidou, Paresa; Mulquin, Michael; Munné, Ricard; Mureddu, Francesco; van Ooijen, Charlotte; McAller, Susie; Paic, Alan; Sanmartín, Joseba; Sgouros, Nikitas M.; Silence, Jurgen; Willems, Marieke
Publicado en: Edición 1, 2022
Editor: Data Driven Policy Cluster
DOI: 10.5281/zenodo.6457625

The Data Driven Policy Cluster Roadmap: Using the European Cloud Infrastructure for Public Administrations

Autores: Data Driven Policy Cluster; Policy Cloud; DUET; Decido; IntelComp; AI4PublicPolicy
Publicado en: Edición 1, 2021
Editor: Data Driven Policy Cluster
DOI: 10.5281/zenodo.5681330