Ex Machina: Analytical platforms, Law and the Challenges of Computational Legal Science

Over the years, computation has become a fundamental part of the scientific practice in several research fields that goes far beyond the boundaries of natural sciences. Data mining, machine learning, simulations and other computational methods lie today at the hearth of the scientific endeavour in a...

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Main Authors: Nicola Lettieri, Antonio Altamura, Rosalba Giugno, Alfonso Guarino, Delfina Malandrino, Alfredo Pulvirenti, Francesco Vicidomini, Rocco Zaccagnino
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Future Internet
Subjects:
Online Access:http://www.mdpi.com/1999-5903/10/5/37
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spelling doaj-ba5e386ef7ea43d0b0a3ff45a9d409372020-11-24T23:30:14ZengMDPI AGFuture Internet1999-59032018-04-011053710.3390/fi10050037fi10050037Ex Machina: Analytical platforms, Law and the Challenges of Computational Legal ScienceNicola Lettieri0Antonio Altamura1Rosalba Giugno2Alfonso Guarino3Delfina Malandrino4Alfredo Pulvirenti5Francesco Vicidomini6Rocco Zaccagnino7National Institute for Public Policy Analysis (INAPP), 00198 Rome, ItalyDepartment of Computer Science, University of Salerno, 84084 Fisciano, ItalyDepartment of Computer Science, University of Verona, 37134 Verona, ItalyDepartment of Computer Science, University of Salerno, 84084 Fisciano, ItalyDepartment of Computer Science, University of Salerno, 84084 Fisciano, ItalyDepartment of Clinical and Experimental Medicine, University of Catania, 95123 Catania, ItalyDepartment of Computer Science, University of Salerno, 84084 Fisciano, ItalyDepartment of Computer Science, University of Salerno, 84084 Fisciano, ItalyOver the years, computation has become a fundamental part of the scientific practice in several research fields that goes far beyond the boundaries of natural sciences. Data mining, machine learning, simulations and other computational methods lie today at the hearth of the scientific endeavour in a growing number of social research areas from anthropology to economics. In this scenario, an increasingly important role is played by analytical platforms: integrated environments allowing researchers to experiment cutting-edge data-driven and computation-intensive analyses. The paper discusses the appearance of such tools in the emerging field of computational legal science. After a general introduction to the impact of computational methods on both natural and social sciences, we describe the concept and the features of an analytical platform exploring innovative cross-methodological approaches to the academic and investigative study of crime. Stemming from an ongoing project involving researchers from law, computer science and bioinformatics, the initiative is presented and discussed as an opportunity to raise a debate about the future of legal scholarship and, inside of it, about the challenges of computational legal science.http://www.mdpi.com/1999-5903/10/5/37computational scienceanalytical platformscomputational legal sciencelegal informaticsnetwork-based inferencemachine learningcrime analysis
collection DOAJ
language English
format Article
sources DOAJ
author Nicola Lettieri
Antonio Altamura
Rosalba Giugno
Alfonso Guarino
Delfina Malandrino
Alfredo Pulvirenti
Francesco Vicidomini
Rocco Zaccagnino
spellingShingle Nicola Lettieri
Antonio Altamura
Rosalba Giugno
Alfonso Guarino
Delfina Malandrino
Alfredo Pulvirenti
Francesco Vicidomini
Rocco Zaccagnino
Ex Machina: Analytical platforms, Law and the Challenges of Computational Legal Science
Future Internet
computational science
analytical platforms
computational legal science
legal informatics
network-based inference
machine learning
crime analysis
author_facet Nicola Lettieri
Antonio Altamura
Rosalba Giugno
Alfonso Guarino
Delfina Malandrino
Alfredo Pulvirenti
Francesco Vicidomini
Rocco Zaccagnino
author_sort Nicola Lettieri
title Ex Machina: Analytical platforms, Law and the Challenges of Computational Legal Science
title_short Ex Machina: Analytical platforms, Law and the Challenges of Computational Legal Science
title_full Ex Machina: Analytical platforms, Law and the Challenges of Computational Legal Science
title_fullStr Ex Machina: Analytical platforms, Law and the Challenges of Computational Legal Science
title_full_unstemmed Ex Machina: Analytical platforms, Law and the Challenges of Computational Legal Science
title_sort ex machina: analytical platforms, law and the challenges of computational legal science
publisher MDPI AG
series Future Internet
issn 1999-5903
publishDate 2018-04-01
description Over the years, computation has become a fundamental part of the scientific practice in several research fields that goes far beyond the boundaries of natural sciences. Data mining, machine learning, simulations and other computational methods lie today at the hearth of the scientific endeavour in a growing number of social research areas from anthropology to economics. In this scenario, an increasingly important role is played by analytical platforms: integrated environments allowing researchers to experiment cutting-edge data-driven and computation-intensive analyses. The paper discusses the appearance of such tools in the emerging field of computational legal science. After a general introduction to the impact of computational methods on both natural and social sciences, we describe the concept and the features of an analytical platform exploring innovative cross-methodological approaches to the academic and investigative study of crime. Stemming from an ongoing project involving researchers from law, computer science and bioinformatics, the initiative is presented and discussed as an opportunity to raise a debate about the future of legal scholarship and, inside of it, about the challenges of computational legal science.
topic computational science
analytical platforms
computational legal science
legal informatics
network-based inference
machine learning
crime analysis
url http://www.mdpi.com/1999-5903/10/5/37
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