scholarly journals Hybrid AI Framework for Legal Analysis of the EU Legislation Corrigenda

2021 ◽  
Author(s):  
Monica Palmirani ◽  
Francesco Sovrano ◽  
Davide Liga ◽  
Salvatore Sapienza ◽  
Fabio Vitali

This paper presents an AI use-case developed in the project “Study on legislation in the era of artificial intelligence and digitization” promoted by the EU Commission Directorate-General for Informatics. We propose a hybrid technical framework where AI techniques, Data Analytics, Semantic Web approaches and LegalXML modelisation produce benefits in legal drafting activity. This paper aims to classify the corrigenda of the EU legislation with the goal to detect some criteria that could prevent errors during the drafting or during the publication process. We use a pipeline of different techniques combining AI, NLP, Data Analytics, Semantic annotation and LegalXML instruments for enriching the non-symbolic AI tools with legal knowledge interpretation to offer to the legal experts.

2020 ◽  

The primary goal of this book is to trace the European Commission’s strategies of dealing with the politicisation of EU legislation. In a case study on President Jean-Claude Juncker's term of office, the authors of this volume analyse how the EU Commission set and advanced certain political priorities between 2014 and 2019. The analysis focuses on the ten political priorities which the Juncker Commission retained in all of its annual work programmes from its inception onwards, starting with its self-proclaimed role as a ‘political commission’. However, this study’s assessment of the ‘politicisation’ of integration policy is ambiguous: On the one hand, the Juncker Commission deliberately adopted politicised issues and tried to use them as opportunities for political leadership as well as to hone its own institutional profile. On the other hand, controversies and crises repeatedly forced the EU Commission to resort to damage control. With contributions by Matthieu Bertrand, Christoph Bierbrauer, Grigoriani Bougatsa, Sarah Gansen, Sanni Kunnas, Andreas Marchetti, Katarzyna Nowicka, Thomas Panayotopoulos, Dominique Roch, Martin Selmayr, Katherine Simpson, Robert Stüwe, Henri De Waele, Liska Wittenberg.


Author(s):  
Scott L. Greer ◽  
Holly Jarman

Abstract Public health is notoriously difficult to define, and that is the case for public health in the European Union as much as other political systems. In this article, the authors try to identify the actual scope and meaning of public health as it is institutionalized in the EU political system. Using a mixture of historical policy and legal analysis, the authors show how the evolution of the institutional space called public health in the EU has been shaped by the EU's distinctive constitutional nature, its focus on regulation, and the legacy of its focus on market making as well as the preferences of its political leaders. The European Union does have an increasingly large space named “public health,” in which health ministers, the health directorate-general, and invocation of its public health treaty article 168 can be found, as well as a much broader and older area of activities justified by the need to manage adverse health consequences of market-making policies in other areas such as labor standards and agriculture. The COVID-19 crisis of 2020 not only led to a strengthening of EU public health but also showed that the EU is one of the many political systems in which the legal and bureaucratic domain of public health is far smaller than the actual issues affecting the public's health.


2021 ◽  
Vol 9 (3) ◽  
pp. 52-62 ◽  
Author(s):  
Karin Vaagland

<p>The EU–Jordan Compact (hereafter Compact) has been identified as being a groundbreaking, comprehensive approach to global refugee protection. Thus far, research on this underexplored case has mainly focused on the effects of the Compact. The policy process leading to the adoption of the Compact, as well as the motivations of the EU (i.e., the main donor), remain blackboxed. This article explores how the migration crisis affected the EU Commission’s ability to create coordinated, strategic action in external policy. It does so by tracing the internal EU negotiations and developing a causal model that explains how the Commission could overcome silos and efficiently draft a policy proposal linking the issues of migration and trade. The analysis is based on 13 original in-depth interviews with EU representatives. The article contributes to crisisification theory by presenting a mechanism that explains how the Commission can make use of crises. The Commission created cohesion by reframing the crisis, identifying the relevant policy tools with which to address it, and by reframing the responsibilities of the relevant directorate-general. Furthermore, by utilizing the urgency of the crisis, the Commission enabled rapid policy drafting and created an explicit linkage between refugee policy and trade policy. This linkage provided the member states with the motivation to adopt the proposal as a solution to the ongoing migration crisis.</p>


2017 ◽  
Vol 4 (3-4) ◽  
pp. 95-102
Author(s):  
Andriy Redko

This article analyzes the European integration of Ukraine in the context of the processes of integration and globalization. The main attention is paid to the European Union law and laws of Ukraine and the interaction between them. Two processes have been distinguished: the integration of the legislation in the European Union and the adaptation of the Ukrainian legislation to the EU legislation


Author(s):  
Susanne K. Schmidt

Chapter 4 systematizes the different ways that judicial policymaking can have an impact on European legislation. Identifying the codification of case-law principles in secondary law contributes to research on the EU in two important ways: it shows how EU legislation is embedded in case-law development, and that the impact of case law cannot be reduced to the question of compliance with single rulings. A differentiation is made between several types of judicial ‘shadow’ over the legislative process. Then the Services Directive and the regulation on the mutual recognition of goods are analysed. The principles of case law that were motivated by the specific circumstances of individual cases constrain the design of general rules. Secondary law cannot modify constitutional principles. At best, the legislature can hope to signal its political preferences to the Court.


2019 ◽  
Vol 67 ◽  
pp. 06026
Author(s):  
Oleksii Klok ◽  
Olha Loseva ◽  
Oleksandr Ponomarenko

The article studies theoretical and methodological bases of the strategic management of the development of administrative territories, considers the essence of strategic management and formulates the advantages of using it in management of administrative territory. Based on the analysis of the key provisions of the EU regional policy, the strategy of “smart specialization” is considered as the most common approach to territorial development. Using the experience of the countries of the European Union as a basis, a BPMN diagram, describing the conceptual bases for the formation of a competitive territory strategy, was built. Practical approaches to the formation of strategies for the development of administrative territories operating in Ukraine, regulatory acts, in particular, that had a direct impact on the formation of the existing model of strategic territorial management, were analyzed. The main requirements to the content of the strategic plan were considered and the list of key provisions and analytical methods (socio-economic analysis, comparative analysis, SWOT-analysis, PESTLE-analysis, sociological analysis) was formulated. Using the comparative legal analysis of the experience of the European Union as a basis, a number of features can be highlighted that must be taken into account in the process of forming the administrative territory development strategy.


Sign in / Sign up

Export Citation Format

Share Document