Towards an evidence-based model for big data policing: Evaluating the statistical-methodological, criminological and legal and ethical conditions

Información del proyecto

BIGDATPOL

Identificador del acuerdo de subvención: 101088156

DOI

10.3030/101088156

Fecha de la firma de la CE 14 Abril 2023

Fecha de inicio 1 Septiembre 2023

Fecha de finalización 31 Agosto 2028

Financiado con arreglo a

• European Research Council (ERC)

Coste total

€ 1 972 500,00

Aportación de la UE

€ 1 972 500,00

Coordinado por

UNIVERSITEIT GENT
Belgium

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 .

Publicaciones

Other (23)

Presentation: Een overzicht van studies naar de evaluatie van Intelligence-Led Policing

Autores: Robin Khalfa and Wim Hardyns
Publicado en: CPS-studiedag: Intelligence-Led Policing anno 2023, Abstracts, 2023
Editor: Centre for Policing and Security vzw

BIGDATPOL: Big data policing in Europe

Autores: Hardyns, Wim; Snaphaan, Thom; Khalfa, Robin; Theinert, Naomi; Claessens, Inge
Publicado en: Research Day Law and Criminology 2024, 2024
Editor: Ghent University
DOI: 10.5281/ZENODO.13985873

Presentation: Place-based big data policing : an experimental pilot test in a medium-sized Belgian police department

Autores: Robin Khalfa and Wim Hardyns
Publicado en: NVC Congres 2024, Abstracts, 2024
Editor: NVC

Presentation: De ontwikkeling van een evidence-based model voor big data policing

Autores: Thom Snaphaan, Mark Crispel, Robin Khalfa and Wim Hardyns
Publicado en: Evidence-Based Policing in de Praktijk, Abstracts, 2024
Editor: Nederlands Studiecentrum Criminaliteit en Rechtshandhaving (NSCR) and the Society of Evidence-Based Policing Nederland

Presentation 'From human intervention to meaningful human oversight: mapping the opportunities and pitfalls in the decision-making process of place-based big data policing'

Autores: Naomi Theinert, Robin Khalfa and Wim Hardyns
Publicado en: 17th conference on Computers, Privacy and Data Protection (CPDP), 2024
Editor: Ghent University

Presentation: Comparing patterns in car theft across different built environments

Autores: Craig D. Uchida, P. Jeffrey Brantingham, Shellie Solomon, Robin Khalfa and Wim Hardyns
Publicado en: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editor: ESC

Presentation: Evaluating Big Data Policing : The Development of a Comprehensive Quantitative and Qualitative Evaluation Framework

Autores: Marlies Sas, Thom Snaphaan and Wim Hardyns
Publicado en: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editor: ESC

Presentation: Predicting crime at micro-places : comparing crime prediction methods across European cities

Autores: Robin Khalfa, Thom Snaphaan, Alina Ristea, Ourania Kounadi and Wim Hardyns
Publicado en: EUROCRIM 2023, 23rd Annual Conference of the European Society of Criminology, Abstracts, 2023
Editor: ESC

Presentation: Big data policing : de implicaties van digitalisering en maatschappelijke dataficatie op de politiefunctie en het politiewerk

Autores: Robin Khalfa, Thom Snaphaan, Oscar Wijsman, Wouter Landman Wim Hardyns
Publicado en: Studiedag Politiefunctie Abstracts, 2024
Editor: TvV

Presentation: Exploring explainability in big data policing : identifying feature importance in decision-making models

Autores: Naomi Theinert, Robin Khalfa and Wim Hardyns
Publicado en: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editor: ESC

Presentation: The BIGDATPOL program : an introduction

Autores: Wim Hardyns and Inge Claessens
Publicado en: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editor: ESC

Presentation: Scoping review of cost-benefit analysis in crime prevention programs

Autores: Charlotte Vandenbrande and Wim Hardyns
Publicado en: SBCA 2024 European Conference, 2024
Editor: Ghent University

An algorithmic strategy for measuring police presence with GPS data

Autores: Robin Khalfa; Thom Snaphaan; Wim Hardyns
Publicado en: Crime Science, 2024
Editor: Springer Nature
DOI: 10.21428/cb6ab371.c8c9f541

Presentation 'Innovaties in big data policing en het voorspellen van criminaliteit'

Autores: Wim Hardyns, Charlotte Vandenbrande, Robin Khalfa and Thom Snaphaan
Publicado en: PAULO Innovatiedag, 2024
Editor: Ghent University

Presentation: Attitudes of police officers towards big data policing

Autores: Charlotte Vandenbrande and Wim Hardyns
Publicado en: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editor: ESC

Presentation: Big data policing : the implications of digitization, digitalization and societal datafication on policing

Autores: Thom Snaphaan, Robin Khalfa and Wim Hardyns
Publicado en: NVC Congres 2024, Abstracts, 2024
Editor: NVC

Presentation: BIGDATPOL : de ontwikkeling van een evidence-based big data policing model

Autores: Wim Hardyns, Arne Dormaels and Robin Khalfa
Publicado en: (2024) Artificiële intelligentie : uitdagingen en kansen voor de politie?, 2024
Editor: Ghent University

Poster presentation: BIGDATPOL : big data policing in Europe

Autores: Wim Hardyns and Inge Claessens
Publicado en: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editor: ESC

Presentation: Towards an evidence-based model for big data policing: Evaluating the statistical-methodological, criminological and legal and ethical conditions

Autores: Thom Snaphaan, Robin Khalfa, Oscar Wijsman and Wim Hardyns
Publicado en: De Nederlandse Veiligheidsagenda 2023-2026 : Belgische en Nederlandse academische perspectieven, 2023
Editor: Ministerie van Justitie en Veiligheid, Nederland

Presentation 'scoping review evaluating big data policing’s secondary effects and intersection with community policing principles and participation'

Autores: Charlotte Vandenbrande, Naomi Theinert and Wim Hardyns
Publicado en: NVC Conference, 2024
Editor: Ghent University

Presentation 'From human intervention to meaningful human oversight? Mapping the opportunities and constraints in the decision-making process of place-based big data policing'

Autores: Robin Khalfa, Naomi Theinert and Wim Hardyns
Publicado en: Conference AI-Experiences and Public Safety., 2024
Editor: Ghent University

Presentation: A temporal analysis of crime concentrations in micro-places and the ambient population

Autores: Robin Khalfa, Thom Snaphaan, Rafael Prieto-Curiel and Wim Hardyns
Publicado en: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editor: ESC

Presentation: Towards an evidence-based big data policing model

Autores: Wim Hardyns, Robin Khalfa, Arne Dormaels and Kevin Laleman
Publicado en: Studiedag VVSG, 2024
Editor: Ghent University

Peer reviewed articles (19)

An algorithmic strategy for measuring police presence with GPS data

Autores: Robin Khalfa; Thom Snaphaan; Wim Hardyns
Publicado en: Crime Science, Edición 13, 2024, ISSN 2193-7680
Editor: Springer Nature
DOI: 10.21428/CB6AB371.C8C9F541

‘Led by Intelligence': A Scoping Review on the Experimental Evaluation of Intelligence-Led Policing

Autores: Robin Khalfa, Wim Hardyns
Publicado en: Evaluation Review, Edición 48, 2023, ISSN 0193-841X
Editor: SAGE Publications
DOI: 10.1177/0193841X231204588

Computers, Environment and Urban Systems

Autores: Snaphaan, Thom; Hardyns, Wim; Pauwels, Lieven J.R.; Bowers, Kate
Publicado en: Computers, Environment and Urban Systems, 2024, ISSN 0198-9715
Editor: Pergamon Press Ltd.
DOI: 10.1016/J.COMPENVURBSYS.2024.102088

Mapping Police Officers’ Anticipated Experiences and Attitudes Towards Place-Based Big Data Policing This work is co-funded by the European Union (ERC-2022-COG, BIGDATPOL, 101088156). Views and opinions expressed are, however, those of the authors only and do not necessarily reflect those of the European Union or the European Research Council. Neither the European Union nor the granting authority can be held responsible for them.

Autores: Naomi Theinert, Thom Snaphaan, Robin Khalfa, Charlotte Vandenbrande, Marlies Sas, Wim Hardyns
Publicado en: European Journal of Policing Studies, Edición 8, 2025, ISSN 2034-760X
Editor: Koninklijke Boom uitgevers
DOI: 10.5553/EJPS.000036

Comparing XAI techniques for interpreting short-term burglary predictions at micro-places

Autores: Robin Khalfa; Naomi Theinert; Wim Hardyns
Publicado en: Computational Urban Science, 2025, ISSN 2730-6852
Editor: Springer
DOI: 10.1007/S43762-025-00185-X

Hoe mobiele-telefoondata bijdragen aan de verbetering van criminaliteitsratio’s en de voorspelling van criminaliteit in tijd en ruimte

Autores: Thom Snaphaan, Anneleen Rummens, Nico Van de Weghe, Dirk Van den Poel, Lieven Pauwels, Wim Hardyns
Publicado en: Tijdschrift voor Veiligheid, Edición 22, 2024, ISSN 1872-7948
Editor: Koninklijke Boom uitgevers
DOI: 10.5553/TvV/.000063

Comparing Machine Learning-Based Crime Predictions Across Micro-Geographic Units: Street Segments, Rectangular Grids, and Hexagonal Grids

Autores: Robin Khalfa, Wim Hardyns
Publicado en: Applied Spatial Analysis and Policy, Edición 18, 2025, ISSN 1874-463X
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S12061-025-09683-1

Big data policing: de implicaties van digitalisering en maatschappelijke dataficatie voor de politiefunctie en het politiewerk

Autores: Robin Khalfa, Thom Snaphaan, Oscar Wijsman, Wouter Landman, Wim Hardyns
Publicado en: Tijdschrift voor Veiligheid, Edición 23, 2024, ISSN 1872-7948
Editor: Koninklijke Boom uitgevers
DOI: 10.5553/TvV/.000070

Crime within a Bandwidth: Testing “the Law of Crime Concentration at Place” in Brussels

Autores: Robin Khalfa, Thom Snaphaan, Lieven Pauwels, Ourania Kounadi, Wim Hardyns
Publicado en: European Journal on Criminal Policy and Research, 2023, ISSN 0928-1371
Editor: Springer Science and Business Media LLC
DOI: 10.1007/s10610-023-09556-8

Applied Spatial Analysis and Policy

Autores: Robin Khalfa; Wim Hardyns
Publicado en: Applied Spatial Analysis and Policy, 2025, ISSN 1874-463X
Editor: Springer Nature Link
DOI: 10.1007/S12061-025-09683-1

Rating places and crime prevention: Exploring user-generated ratings to assess place management

Autores: Thom Snaphaan, Wim Hardyns, Lieven J.R. Pauwels, Kate Bowers
Publicado en: Computers, Environment and Urban Systems, Edición 109, 2024, ISSN 0198-9715
Editor: Elsevier BV
DOI: 10.1016/j.compenvurbsys.2024.102088

Does crime (n)ever skip a beat? Analyzing crime heartbeats in a European city

Autores: Robin Khalfa, Thom Snaphaan, Rafael Prieto-Curiel, Wim Hardyns
Publicado en: Time & Society, 2025, ISSN 0961-463X
Editor: SAGE Publications
DOI: 10.1177/0961463X251358586

Expanding the methodological toolkit of criminology and criminal justice with the Total Error Framework

Autores: Thom Snaphaan, Wim Hardyns, Lieven J. R. Pauwels
Publicado en: Journal of Crime and Justice, Edición 47, 2024, ISSN 0735-648X
Editor: Informa UK Limited
DOI: 10.1080/0735648X.2022.2114099

An algorithmic strategy for measuring police presence with GPS data

Autores: Robin Khalfa, Thom Snaphaan, Wim Hardyns
Publicado en: Crime Science, Edición 13, 2024, ISSN 2193-7680
Editor: Springer
DOI: 10.1186/s40163-024-00221-x

On how population-at-risk estimates influence crime rates and predictions: Comparing residential and ambient-like estimates

Autores: Robin Khalfa, Wim Hardyns
Publicado en: Applied Geography, Edición 185, 2025, ISSN 0143-6228
Editor: Elsevier BV
DOI: 10.1016/J.APGEOG.2025.103780

European Journal on Criminal Policy and Research

Autores: Robin Khalfa; Thom Snaphaan; Lieven Pauwels; Ourania Kounadi; Wim Hardyns
Publicado en: European Journal on Criminal Policy and Research, 2023, ISSN 0928-1371
Editor: Springer Nature Link
DOI: 10.21428/CB6AB371.30758EAB

Big data policing: de implicaties van digitalisering en maatschappelijke dataficatie voor de politiefunctie en het politiewerk

Autores: Khalfa, Robin; Snaphaan, Thom; Wijsman, Oscar; Landman, Wouter; Hardyns, Wim
Publicado en: Tijdschrift voor Veiligheid, Edición 23, 2024, ISSN 1872-7948
Editor: Koninklijke Boom uitgevers
DOI: 10.5553/TVV/.000070

‘Led by Intelligence': A Scoping Review on the Experimental Evaluation of Intelligence-Led Policing

Autores: Robin Khalfa, Wim Hardyns
Publicado en: Evaluation Review, Edición 48, 2024, ISSN 0193-841X
Editor: SAGE Publications
DOI: 10.1177/0193841X231204588

Time and Society

Autores: Robin Khalfa; Thom Snaphaan; Rafael Prieto-Curiel; Wim Hardyns
Publicado en: Time & Society, 2025, ISSN 0961-463X
Editor: Sage
DOI: 10.1177/0961463X251358586

Book chapters (4)

Nieuwe Technologieën, Big Data En Politiewerk

Autores: Thom Snaphaan and Wim Hardyns
Publicado en: Technologische hulpmiddelen bij opdrachten van bestuurlijke en gerechtelijke politie, 2025, ISBN 9789057530630
Editor: Vanden Broele

From Human Agency to Meaningful Human Oversight? Mapping the Opportunities and Pitfalls in the Decision-Making Process of Place-Based Big Data Policing

Autores: Naomi Theinert, Robin Khalfa, Wim Hardyns
Publicado en: Data protection, privacy and artificial intelligence, volume 17 : to govern or to be governed, that is the question, Edición 17, 2025
Editor: Bloomsbury Publishing

Big data en Community Oriented Policing : naar een geïntegreerde toekomst

Autores: Wim Hardyns, Marlies Sas, Charlotte Vandenbrande, Robin Khalfa
Publicado en: 2024
Editor: Politeia

Predicting Crime at Micro Places: Comparing Machine Learning Methods Across European Cities

Autores: Robin Khalfa, Thom Snaphaan, Alina Ristea, Ourania Kounadi, Wim Hardyns
Publicado en: Geotechnologies and the Environment, New Research in Crime Modeling and Mapping Using Geospatial Technologies, 2025, ISSN 2365-0575
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-81580-5_5

Conference proceedings (1)

BIGDATPOL: Big data policing in Europe

Autores: Hardyns, Wim; Snaphaan, Thom; Khalfa, Robin; Theinert, Naomi; Claessens, Inge
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.13985873