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Article

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

Tijdschrift Erasmus Law Review, Aflevering 1 2021
Trefwoorden text mining, machine learning, law, natural language processing
Auteurs Arthur Dyevre
SamenvattingAuteursinformatie

    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 Positive State Obligations under European Law: A Tool for Achieving Substantive Equality for Sexual Minorities in Europe

Tijdschrift Erasmus Law Review, Aflevering 3 2020
Trefwoorden Positive obligations, sexual minorities, sexual orientation, European law, human rights
Auteurs Alina Tryfonidou
SamenvattingAuteursinformatie

    This article seeks to examine the development of positive obligations under European law in the specific context of the rights of sexual minorities. It is clear that the law should respect and protect all sexualities and diverse intimate relationships without discrimination, and for this purpose it needs to ensure that sexual minorities can not only be free from state interference when expressing their sexuality in private, but that they should be given the right to express their sexuality in public and to have their intimate relationships legally recognised. In addition, sexual minorities should be protected from the actions of other individuals, when these violate their legal and fundamental human rights. Accordingly, in addition to negative obligations, European law must impose positive obligations towards sexual minorities in order to achieve substantive equality for them. The article explains that, to date, European law has imposed a number of such positive obligations; nonetheless, there is definitely scope for more. It is suggested that European law should not wait for hearts and minds to change before imposing additional positive obligations, especially since this gives the impression that the EU and the European Court of Human Rights (ECtHR) are condoning or disregarding persistent discrimination against sexual minorities.


Alina Tryfonidou
Alina Tryfonidou is Professor of Law, University of Reading.
Article

Access_open Access and Reuse of Machine-Generated Data for Scientific Research

Tijdschrift Erasmus Law Review, Aflevering 2 2019
Trefwoorden machine-generated data, Internet of Things, scientific research, personal data, GDPR
Auteurs Alexandra Giannopoulou
SamenvattingAuteursinformatie

    Data driven innovation holds the potential in transforming current business and knowledge discovery models. For this reason, data sharing has become one of the central points of interest for the European Commission towards the creation of a Digital Single Market. The value of automatically generated data, which are collected by Internet-connected objects (IoT), is increasing: from smart houses to wearables, machine-generated data hold significant potential for growth, learning, and problem solving. Facilitating researchers in order to provide access to these types of data implies not only the articulation of existing legal obstacles and of proposed legal solutions but also the understanding of the incentives that motivate the sharing of the data in question. What are the legal tools that researchers can use to gain access and reuse rights in the context of their research?


Alexandra Giannopoulou
Institute for Information Law (IViR) – University of Amsterdam.

    This article relies on the premise that to understand the significance of Open Access Repositories (OARs) it is necessary to know the context of the debate. Therefore, it is necessary to trace the historical development of the concept of copyright as a property right. The continued relevance of the rationales for copyright interests, both philosophical and pragmatic, will be assessed against the contemporary times of digital publishing. It follows then discussion about the rise of Open Access (OA) practice and its impact on conventional publishing methods. The present article argues about the proper equilibrium between self-interest and social good. In other words, there is a need to find a tool in order to balance individuals’ interests and common will. Therefore, there is examination of the concept of property that interrelates justice (Plato), private ownership (Aristotle), labour (Locke), growth of personality (Hegel) and a bundle of rights that constitute legal relations (Hohfeld). This examination sets the context for the argument.


Nikos Koutras
Postdoctoral Researcher, Faculty of Law, University of Antwerp.
Article

Access_open The Conduit between Technological Change and Regulation

Tijdschrift Erasmus Law Review, Aflevering 3 2018
Trefwoorden technology, socio-technological change, money, windmill, data
Auteurs Marta Katarzyna Kołacz en Alberto Quintavalla
SamenvattingAuteursinformatie

    This article discusses how the law has approached disparate socio-technological innovations over the centuries. Precisely, the primary concern of this paper is to investigate the timing of regulatory intervention. To do so, the article makes a selection of particular innovations connected with money, windmills and data storage devices, and analyses them from a historical perspective. The individual insights from the selected innovations should yield a more systematic view on regulation and technological innovations. The result is that technological changes may be less momentous, from a regulatory standpoint, than social changes.


Marta Katarzyna Kołacz
Marta Katarzyna Kołacz, Ph.D. Candidate in the Department of Private Law, Erasmus School of Law, Erasmus University Rotterdam, The Netherlands.

Alberto Quintavalla
Alberto Quintavalla, LL.M., Ph.D. Candidate in the Rotterdam Institute of Law and Economics, Erasmus School of Law, Erasmus University Rotterdam, The Netherlands.
Article

Access_open Personal Data, Algorithms and Profiling in the EU: Overcoming the Binary Notion of Personal Data through Quantum Mechanics

Tijdschrift Erasmus Law Review, Aflevering 3 2018
Trefwoorden data protection, GDPR, bigdata, algorithm, quantum mechanics
Auteurs Alessandro El Khoury
SamenvattingAuteursinformatie

    In this paper I propose to analyse the binary notion of personal data and highlight its limits, in order to propose a different conception of personal data. From a risk regulation perspective, the binary notion of personal data is not particularly fit for purpose, considering that data collection and information flows are tremendously big and complex. As a result, the use of a binary system to determine the applicability of EU data protection law may be a simplistic approach. In an effort of bringing physics and law together, certain principles elaborated within the quantum theory are surprisingly applicable to data protection law, and can be used as guidance to shed light on many of today’s data complexities. Lastly, I will discuss the implications and the effects that certain processing operations may have on the possibility of qualifying certain data as personal. In other terms, how the chances to identify certain data as personal is dependent upon the processing operations that a data controller might put in place.


Alessandro El Khoury
Alessandro El Khoury, LLM, Legal and Policy Officer, DG Health & Food Safety, European Commission.
Article

Access_open Privatising Law Enforcement in Social Networks: A Comparative Model Analysis

Tijdschrift Erasmus Law Review, Aflevering 3 2018
Trefwoorden user generated content, public and private responsibilities, intermediary liability, hate speech and fake news, protection of fundamental rights
Auteurs Katharina Kaesling
SamenvattingAuteursinformatie

    These days, it appears to be common ground that what is illegal and punishable offline must also be treated as such in online formats. However, the enforcement of laws in the field of hate speech and fake news in social networks faces a number of challenges. Public policy makers increasingly rely on the regu-lation of user generated online content through private entities, i.e. through social networks as intermediaries. With this privat-ization of law enforcement, state actors hand the delicate bal-ancing of (fundamental) rights concerned off to private entities. Different strategies complementing traditional law enforcement mechanisms in Europe will be juxtaposed and analysed with particular regard to their respective incentive structures and consequential dangers for the exercise of fundamental rights. Propositions for a recommendable model honouring both pri-vate and public responsibilities will be presented.


Katharina Kaesling
Katharina Kaesling, LL.M. Eur., is research coordinator at the Center for Advanced Study ‘Law as Culture’, University of Bonn.
Article

Access_open The Peer Review Process of the Global Forum on Transparency and Exchange of Information for Tax Purposes

A Critical Assessment on Authority and Legitimacy

Tijdschrift Erasmus Law Review, Aflevering 2 2017
Trefwoorden Global Forum on Transparency and Exchange of Information, exercise of regulatory authority, due process requirements, peer review reports, legitimacy
Auteurs Leo E.C. Neve
SamenvattingAuteursinformatie

    The Global Forum on transparency and exchange of information for tax purposes has undertaken peer reviews on the implementation of the global standard of exchange of information on request, both from the perspective of formalities available and from the perspective of actual implementation. In the review reports Global Forum advises jurisdictions on required amendments of regulations and practices. With these advices, the Global Forum exercises regulatory authority. The article assesses the legitimacy of the exercise of such authority by the Global Forum and concludes that the exercise of such authority is not legitimate for the reason that the rule of law is abused by preventing jurisdictions to adhere to due process rules.


Leo E.C. Neve
Leo Neve is a doctoral student at the Erasmus School of Law, Rotterdam.
Article

Access_open Legal Constraints on the Indeterminate Control of ‘Dangerous’ Sex Offenders in the Community: The French Perspective

Tijdschrift Erasmus Law Review, Aflevering 2 2016
Trefwoorden Preventive detention, mandatory supervision, sex offenders, retrospective penal laws, legality principle
Auteurs Martine Herzog-Evans
SamenvattingAuteursinformatie

    France literally ‘discovered’ sexual abuse following neighbour Belgium’s Dutroux case in the late 1990s. Since then, sex offenders have been the focus of politicians, media and law-makers’ attention. Further law reforms have aimed at imposing mandatory supervision and treatment, and in rare cases, preventive detention. The legal framework for mandatory supervision and detention is rather complex, ranging from a mixed sentence (custodial and mandatory supervision and treatment upon release or as a stand-alone sentence) to so-called ‘safety measures’, which supposedly do not aim at punishing an offence, but at protecting society. The difference between the concepts of sentences and safety measures is nevertheless rather blurry. In practice, however, courts have used safety measures quite sparingly and have preferred mandatory supervision as attached to a sentence, notably because it is compatible with cardinal legal principles. Procedural constraints have also contributed to this limited use. Moreover, the type of supervision and treatment that can thus be imposed is virtually identical to that of ordinary probation. It is, however, noteworthy that a higher number of offenders with mental health issues who are deemed ‘dangerous’ are placed in special psychiatric units, something that has not drawn much attention on the part of human rights lawyers.


Martine Herzog-Evans
Martine H-Evans, PhD, is a Professor at the Department of Law, Universite de Reims Champagne-Ardenne.
Article

Access_open A World Apart? Private Investigations in the Corporate Sector

Tijdschrift Erasmus Law Review, Aflevering 4 2016
Trefwoorden Corporate security, private investigations, private troubles, public/private differentiation
Auteurs Clarissa Meerts
SamenvattingAuteursinformatie

    This article explores the investigative methods used by corporate security within organisations concerned about property misappropriation by their own staff and/or others. The research methods are qualitative: interviews, observations and case studies carried out between October 2012 and November 2015. The findings include that, even though corporate investigators do not have the formal investigative powers enjoyed by police and other public agencies, they do have multiple methods of investigation at their disposal, some of which are less used by public investigative agencies, for example the in-depth investigation of internal systems. Corporate investigators also rely heavily on interviews, the investigation of documentation and financial administration and the investigation of communication devices and open sources. However, there are many additional sources of information (for example, site visits or observations), which might be available to corporate investigators. The influences from people from different backgrounds, most notably (forensic) accountants, (former) police officers, private investigators and lawyers, together with the creativity that is necessary (and possible) when working without formal investigative powers, make corporate security a diverse field. It is argued that these factors contribute to a differentiation between public and private actors in the field of corporate security.


Clarissa Meerts
Clarissa Meerts, MSc., is a PhD student at the Criminology Department of the Erasmus University Rotterdam.
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