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

Informazioni relative al progetto

BIGDATPOL

ID dell’accordo di sovvenzione: 101088156

DOI

10.3030/101088156

Data della firma CE 14 Aprile 2023

Data di avvio 1 Settembre 2023

Data di completamento 31 Agosto 2028

Finanziato da

• European Research Council (ERC)

Costo totale

€ 1 972 500,00

Contributo UE

€ 1 972 500,00

Coordinato da

UNIVERSITEIT GENT
Belgium

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 .

Pubblicazioni

Other (23)

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

Autori: Robin Khalfa and Wim Hardyns
Pubblicato in: CPS-studiedag: Intelligence-Led Policing anno 2023, Abstracts, 2023
Editore: Centre for Policing and Security vzw

BIGDATPOL: Big data policing in Europe

Autori: Hardyns, Wim; Snaphaan, Thom; Khalfa, Robin; Theinert, Naomi; Claessens, Inge
Pubblicato in: Research Day Law and Criminology 2024, 2024
Editore: Ghent University
DOI: 10.5281/ZENODO.13985873

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

Autori: Robin Khalfa and Wim Hardyns
Pubblicato in: NVC Congres 2024, Abstracts, 2024
Editore: NVC

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

Autori: Thom Snaphaan, Mark Crispel, Robin Khalfa and Wim Hardyns
Pubblicato in: Evidence-Based Policing in de Praktijk, Abstracts, 2024
Editore: 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'

Autori: Naomi Theinert, Robin Khalfa and Wim Hardyns
Pubblicato in: 17th conference on Computers, Privacy and Data Protection (CPDP), 2024
Editore: Ghent University

Presentation: Comparing patterns in car theft across different built environments

Autori: Craig D. Uchida, P. Jeffrey Brantingham, Shellie Solomon, Robin Khalfa and Wim Hardyns
Pubblicato in: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editore: ESC

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

Autori: Marlies Sas, Thom Snaphaan and Wim Hardyns
Pubblicato in: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editore: ESC

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

Autori: Robin Khalfa, Thom Snaphaan, Alina Ristea, Ourania Kounadi and Wim Hardyns
Pubblicato in: EUROCRIM 2023, 23rd Annual Conference of the European Society of Criminology, Abstracts, 2023
Editore: ESC

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

Autori: Robin Khalfa, Thom Snaphaan, Oscar Wijsman, Wouter Landman Wim Hardyns
Pubblicato in: Studiedag Politiefunctie Abstracts, 2024
Editore: TvV

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

Autori: Naomi Theinert, Robin Khalfa and Wim Hardyns
Pubblicato in: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editore: ESC

Presentation: The BIGDATPOL program : an introduction

Autori: Wim Hardyns and Inge Claessens
Pubblicato in: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editore: ESC

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

Autori: Charlotte Vandenbrande and Wim Hardyns
Pubblicato in: SBCA 2024 European Conference, 2024
Editore: Ghent University

An algorithmic strategy for measuring police presence with GPS data

Autori: Robin Khalfa; Thom Snaphaan; Wim Hardyns
Pubblicato in: Crime Science, 2024
Editore: Springer Nature
DOI: 10.21428/cb6ab371.c8c9f541

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

Autori: Wim Hardyns, Charlotte Vandenbrande, Robin Khalfa and Thom Snaphaan
Pubblicato in: PAULO Innovatiedag, 2024
Editore: Ghent University

Presentation: Attitudes of police officers towards big data policing

Autori: Charlotte Vandenbrande and Wim Hardyns
Pubblicato in: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editore: ESC

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

Autori: Thom Snaphaan, Robin Khalfa and Wim Hardyns
Pubblicato in: NVC Congres 2024, Abstracts, 2024
Editore: NVC

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

Autori: Wim Hardyns, Arne Dormaels and Robin Khalfa
Pubblicato in: (2024) Artificiële intelligentie : uitdagingen en kansen voor de politie?, 2024
Editore: Ghent University

Poster presentation: BIGDATPOL : big data policing in Europe

Autori: Wim Hardyns and Inge Claessens
Pubblicato in: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editore: ESC

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

Autori: Thom Snaphaan, Robin Khalfa, Oscar Wijsman and Wim Hardyns
Pubblicato in: De Nederlandse Veiligheidsagenda 2023-2026 : Belgische en Nederlandse academische perspectieven, 2023
Editore: Ministerie van Justitie en Veiligheid, Nederland

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

Autori: Charlotte Vandenbrande, Naomi Theinert and Wim Hardyns
Pubblicato in: NVC Conference, 2024
Editore: 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'

Autori: Robin Khalfa, Naomi Theinert and Wim Hardyns
Pubblicato in: Conference AI-Experiences and Public Safety., 2024
Editore: Ghent University

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

Autori: Robin Khalfa, Thom Snaphaan, Rafael Prieto-Curiel and Wim Hardyns
Pubblicato in: EUROCRIM 2024, 24th Annual Conference of the European Society of Criminology, Book of Abstracts, 2024
Editore: ESC

Presentation: Towards an evidence-based big data policing model

Autori: Wim Hardyns, Robin Khalfa, Arne Dormaels and Kevin Laleman
Pubblicato in: Studiedag VVSG, 2024
Editore: Ghent University

Peer reviewed articles (19)

An algorithmic strategy for measuring police presence with GPS data

Autori: Robin Khalfa; Thom Snaphaan; Wim Hardyns
Pubblicato in: Crime Science, Numero 13, 2024, ISSN 2193-7680
Editore: Springer Nature
DOI: 10.21428/CB6AB371.C8C9F541

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

Autori: Robin Khalfa, Wim Hardyns
Pubblicato in: Evaluation Review, Numero 48, 2023, ISSN 0193-841X
Editore: SAGE Publications
DOI: 10.1177/0193841X231204588

Computers, Environment and Urban Systems

Autori: Snaphaan, Thom; Hardyns, Wim; Pauwels, Lieven J.R.; Bowers, Kate
Pubblicato in: Computers, Environment and Urban Systems, 2024, ISSN 0198-9715
Editore: 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.

Autori: Naomi Theinert, Thom Snaphaan, Robin Khalfa, Charlotte Vandenbrande, Marlies Sas, Wim Hardyns
Pubblicato in: European Journal of Policing Studies, Numero 8, 2025, ISSN 2034-760X
Editore: Koninklijke Boom uitgevers
DOI: 10.5553/EJPS.000036

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

Autori: Robin Khalfa; Naomi Theinert; Wim Hardyns
Pubblicato in: Computational Urban Science, 2025, ISSN 2730-6852
Editore: 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

Autori: Thom Snaphaan, Anneleen Rummens, Nico Van de Weghe, Dirk Van den Poel, Lieven Pauwels, Wim Hardyns
Pubblicato in: Tijdschrift voor Veiligheid, Numero 22, 2024, ISSN 1872-7948
Editore: 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

Autori: Robin Khalfa, Wim Hardyns
Pubblicato in: Applied Spatial Analysis and Policy, Numero 18, 2025, ISSN 1874-463X
Editore: 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

Autori: Robin Khalfa, Thom Snaphaan, Oscar Wijsman, Wouter Landman, Wim Hardyns
Pubblicato in: Tijdschrift voor Veiligheid, Numero 23, 2024, ISSN 1872-7948
Editore: Koninklijke Boom uitgevers
DOI: 10.5553/TvV/.000070

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

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

Applied Spatial Analysis and Policy

Autori: Robin Khalfa; Wim Hardyns
Pubblicato in: Applied Spatial Analysis and Policy, 2025, ISSN 1874-463X
Editore: Springer Nature Link
DOI: 10.1007/S12061-025-09683-1

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

Autori: Thom Snaphaan, Wim Hardyns, Lieven J.R. Pauwels, Kate Bowers
Pubblicato in: Computers, Environment and Urban Systems, Numero 109, 2024, ISSN 0198-9715
Editore: Elsevier BV
DOI: 10.1016/j.compenvurbsys.2024.102088

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

Autori: Robin Khalfa, Thom Snaphaan, Rafael Prieto-Curiel, Wim Hardyns
Pubblicato in: Time & Society, 2025, ISSN 0961-463X
Editore: SAGE Publications
DOI: 10.1177/0961463X251358586

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

Autori: Thom Snaphaan, Wim Hardyns, Lieven J. R. Pauwels
Pubblicato in: Journal of Crime and Justice, Numero 47, 2024, ISSN 0735-648X
Editore: Informa UK Limited
DOI: 10.1080/0735648X.2022.2114099

An algorithmic strategy for measuring police presence with GPS data

Autori: Robin Khalfa, Thom Snaphaan, Wim Hardyns
Pubblicato in: Crime Science, Numero 13, 2024, ISSN 2193-7680
Editore: 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

Autori: Robin Khalfa, Wim Hardyns
Pubblicato in: Applied Geography, Numero 185, 2025, ISSN 0143-6228
Editore: Elsevier BV
DOI: 10.1016/J.APGEOG.2025.103780

European Journal on Criminal Policy and Research

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

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

Autori: Khalfa, Robin; Snaphaan, Thom; Wijsman, Oscar; Landman, Wouter; Hardyns, Wim
Pubblicato in: Tijdschrift voor Veiligheid, Numero 23, 2024, ISSN 1872-7948
Editore: Koninklijke Boom uitgevers
DOI: 10.5553/TVV/.000070

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

Autori: Robin Khalfa, Wim Hardyns
Pubblicato in: Evaluation Review, Numero 48, 2024, ISSN 0193-841X
Editore: SAGE Publications
DOI: 10.1177/0193841X231204588

Time and Society

Autori: Robin Khalfa; Thom Snaphaan; Rafael Prieto-Curiel; Wim Hardyns
Pubblicato in: Time & Society, 2025, ISSN 0961-463X
Editore: Sage
DOI: 10.1177/0961463X251358586

Book chapters (4)

Nieuwe Technologieën, Big Data En Politiewerk

Autori: Thom Snaphaan and Wim Hardyns
Pubblicato in: Technologische hulpmiddelen bij opdrachten van bestuurlijke en gerechtelijke politie, 2025, ISBN 9789057530630
Editore: 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

Autori: Naomi Theinert, Robin Khalfa, Wim Hardyns
Pubblicato in: Data protection, privacy and artificial intelligence, volume 17 : to govern or to be governed, that is the question, Numero 17, 2025
Editore: Bloomsbury Publishing

Big data en Community Oriented Policing : naar een geïntegreerde toekomst

Autori: Wim Hardyns, Marlies Sas, Charlotte Vandenbrande, Robin Khalfa
Pubblicato in: 2024
Editore: Politeia

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

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

Conference proceedings (1)

BIGDATPOL: Big data policing in Europe

Autori: Hardyns, Wim; Snaphaan, Thom; Khalfa, Robin; Theinert, Naomi; Claessens, Inge
Pubblicato in: 2024
Editore: Zenodo
DOI: 10.5281/ZENODO.13985873