Search result: 3 articles

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Year 2021 x
Article

Access_open A Comparative Perspective on the Protection of Hate Crime Victims in the European Union

New Developments in Criminal Procedures in the EU Member States

Journal Erasmus Law Review, Issue 3 2021
Keywords hate crime, victims, victim rights, procedural justice, EU Member States, criminal procedure
Authors Suzan van der Aa, Robin Hofmann and Jacques Claessen
AbstractAuthor's information

    Hate crime victims involved in a criminal procedure experience difficulties that are different from problems encountered by other victims. In trying to meet the specific procedural needs of hate crime victims many EU Member States have introduced protective measures and services in criminal proceedings, but the adopted approaches are widely disparate. By reporting the results of an EU-wide comparative survey into hate crime victims within national criminal procedures the authors aim to: (1) make an inventory of the national (legal) definitions of hate crime and the protection measures available (on paper) for hate crime victims; and (2) critically discuss certain national choices, inter alia by juxtaposing the procedural measures to the procedural needs of hate crime victims to see if there are any lacunae from a victimological perspective. The authors conclude that the Member States should consider expanding their current corpus of protection measures in order to address some of the victims’ most urgent needs.


Suzan van der Aa
Suzan van der Aa, PhD, is Professor of Criminal Law at Maastricht University, the Netherlands.

Robin Hofmann
Robin Hofmann is Assistant Professor at Maastricht University, the Netherlands.

Jacques Claessen
Jacques Claessen is Professor at Maastricht University, the Netherands.
Article

Access_open Text-mining for Lawyers: How Machine Learning Techniques Can Advance our Understanding of Legal Discourse

Journal Erasmus Law Review, Issue 1 2021
Keywords text mining, machine learning, law, natural language processing
Authors Arthur Dyevre
AbstractAuthor's information

    Many questions facing legal scholars and practitioners can be answered only by analysing and interrogating large collections of legal documents: statutes, treaties, judicial decisions and law review articles. I survey a range of novel techniques in machine learning and natural language processing – including topic modelling, word embeddings and transfer learning – that can be applied to the large-scale investigation of legal texts


Arthur Dyevre
Arthur Dyevre is Professor at the KU Leuven Centre for Empirical Jurisprudence, Leuven, Belgium. arthur.dyevre@kuleuven.be.
Article

Access_open Big Data Ethics: A Life Cycle Perspective

Journal Erasmus Law Review, Issue 1 2021
Keywords big data, big data analysis, data life cycle, ethics, AI
Authors Simon Vydra, Andrei Poama, Sarah Giest e.a.
AbstractAuthor's information

    The adoption of big data analysis in the legal domain is a recent but growing trend that highlights ethical concerns not just with big data analysis, as such, but also with its deployment in the legal domain. This article systematically analyses five big data use cases from the legal domain utilising a pluralistic and pragmatic mode of ethical reasoning. In each case we analyse what happens with data from its creation to its eventual archival or deletion, for which we utilise the concept of ‘data life cycle’. Despite the exploratory nature of this article and some limitations of our approach, the systematic summary we deliver depicts the five cases in detail, reinforces the idea that ethically significant issues exist across the entire big data life cycle, and facilitates understanding of how various ethical considerations interact with one another throughout the big data life cycle. Furthermore, owing to its pragmatic and pluralist nature, the approach is potentially useful for practitioners aiming to interrogate big data use cases.


Simon Vydra
Simon Vydra is a Researcher at the Institute for Public Administration, Leiden University, the Netherlands.

Andrei Poama
Andrei Poama is Assistant Professor at the Institute for Public Administration, Leiden University, the Netherlands.

Sarah Giest
Sarah Giest is Assistant Professor at the Institute for Public Administration, Leiden University, the Netherlands.

Alex Ingrams
Alex Ingrams is Assistant Professor at the Institute for Public Administration, Leiden University, the Netherlands.

Bram Klievink
Bram Klievink is Professor of Digitization and Public Policy at the Institute for Public Administration, Leiden University, the Netherlands.
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