nach oben

Social Network Analysis and Mining

Erschienen in:

01.12.2016 | Original Article

A computational approach for the experimental study of EU case law: analysis and implementation

verfasst von: Nicola Lettieri, Antonio Altamura, Armando Faggiano, Delfina Malandrino

Erschienen in: Social Network Analysis and Mining | Ausgabe 1/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

In recent years, the encounter between network analysis (NA) and Law has issued new challenges both on a scientific and application level. If, on the one hand, it is fostering new computational-inspired approaches to visualize, retrieve, manipulate and analyze legal information, on the other hand, it is inspiring the creation of innovative tools allowing legal scholars without technical skills to start dealing with NA and visual analytics on their own. This paper presents an ongoing research project aiming to explore how approaches and techniques at the boundaries between Network analysis, Legal informatics and Visualization can help shedding new light into legal matters. The attention is focused, on EuCaseNet, an online toolkit allowing legal scholars to apply NA and visual analytics techniques to the entire corpus of EU case law.

Vorheriger Artikel Large cultural networks and smart specialization: What is new in regional policy diagnostic analytics?

Nächster Artikel Block modelling in dynamic networks with non-homogeneous Poisson processes and exact ICL

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

http://www.ravellaw.com.

http://www.lexmex.fr/.

EUCaseNet prototype: http://goo.gl/HcQv5z.

http://sigmajs.org/.

http://tomcat.apache.org/.

http://gephi.org.

http://neo4j.com.

http://orientdb.com.

Barabâsi AL, Jeong H, Néda Z, Ravasz E, Schubert A, Vicsek T (2002) Evolution of the social network of scientific collaborations. Phys A Stat Mech Its Appl 311(3):590–614MathSciNetCrossRefMATH

Brownsword R (2015) In the year 2061: from law to technological management. Law Innov Technol 7(1):1–51

Calderoni F (2010) Morselli, Carlo: inside criminal networks. Eur J Crim Policy Res 16(1):69–70CrossRef

Cook KA, Thomas JJ (2005) Illuminating the path: the research and development agenda for visual analytics. Tech. rep., Pacific Northwest National Laboratory (PNNL), Richland, WA, USA

Duarte EF, Oliveira Jr E, Côgo FR, Pereira R (2015) Dico: a conceptual model to support the design and evaluation of advanced search features for exploratory search. In: Human–computer interaction. Springer, Berlin, pp 87–104

Ferrara E, De Meo P, Catanese S, Fiumara G (2014) Detecting criminal organizations in mobile phone networks. Expert Syst Appl 41(13):5733–5750CrossRef

Fowler JH, Jeon S (2008) The authority of supreme court precedent. Soc Netw 30(1):16–30CrossRef

Fowler JH, Johnson TR, Spriggs JF, Jeon S, Wahlbeck PJ (2007) Network analysis and the law: measuring the legal importance of precedents at the us supreme court. Polit Anal 15(3):324–346CrossRef

Fruchterman TMJ, Reingold EM (1991) Graph drawing by force-directed placement. Softw Pract Exp 21(11):1129–1164CrossRef

Garfield E, Merton RK (1979) Citation indexing: its theory and application in science, technology, and humanities, vol 8. Wiley, New York

Golbeck J (2013) Analyzing the social web. Newnes

Humphries MD, Gurney K, Prescott TJ (2006) The brainstem reticular formation is a small-world, not scale-free, network. Proc R Soc Lond B Biol Sci 273(1585):503–511CrossRef

Hutchins CE, Benham-Hutchins M (2010) Hiding in plain sight: criminal network analysis. Comput Math Organ Theory 16(1):89–111CrossRef

Jacomy M, Venturini T, Heymann S, Bastian M (2014) ForceAtlas2, a continuous graph layout algorithm for handy network visualization designed for the Gephi software. PLoS One 9(6):1–12CrossRef

Katz DM, Bommarito MJ II (2014) Measuring the complexity of the law: the United States code. Artif Intell Law 22(4):337–374CrossRef

Keim DA, Kohlhammer J, Ellis G, Mansmann F (2010) Mastering the information age-solving problems with visual analytics. Florian Mansmann

Kleinberg JM (1999) Hubs, authorities, and communities. ACM Comput Surv (CSUR) 31(4es):5CrossRef

Koniaris M, Anagnostopoulos I, Vassiliou Y (2015) Network analysis in the legal domain: a complex model for european union legal sources. arXiv preprint arXiv:1501.05237

Krebs VE (2002) Mapping networks of terrorist cells. Connections 24(3):43–52

Lettieri N, Vicidomini V, Altamura A, Faro S (2014) Nets of legal information connecting and displaying heterogeneous legal sources. In: International workshop on network analysis in law. In conjunction with Jurix’14, 27th international conference on legal knowledge and information systems

Lettieri N, Malandrino D, Vicidomini L (2016) By investigation, I mean computation. A framework to investigate the societal dimension of crime. Trends Organ Crime. doi:10.1007/s12117-016-9284-1

Malmgren S (2011) Toward a theory of jurisprudential relevance ranking. Using link analysis on EU case law, Graduate thesis, Stockholm University 1

Marchionini G (2006) Exploratory search: from finding to understanding. Commun ACM 49(4):41–46CrossRef

Memon N, Larsen HL (2006) Notice of violation of ieee publication principles practical approaches for analysis, visualization and destabilizing terrorist networks. In: First international conference on availability, reliability and security (ARES’06). IEEE, p 8

Post DG, Eisen MB (2000) How long is the coastline of law? Thoughts on the fractal nature of legal systems. J Legal Stud 29:545CrossRef

Rothenberg R (2001) From whole cloth: making up the terrorist network. New York Times, New York

Smith TA (2007) Web of law, the. San Diego L Rev 44:309

Stewart T (2001) Six degrees of Mohamed Atta. Business 2(2):10MathSciNet

Winkels R, Boer A (2013) Finding and visualizing context in dutch legislation. In: Proceedings of NAiL, vol 2013

Winkels R, Lettieri N, Faro S (2014) Network analysis in law. Edizioni Scientifiche Italiane

Wong PC, Thomas J (2004) Visual analytics. IEEE Comput Graph Appl 24(5):20–21CrossRef

Xu J, Chen H (2005a) Criminal network analysis and visualization. Commun ACM 48(6):100–107

Xu JJ, Chen H (2005b) Crimenet explorer: a framework for criminal network knowledge discovery. ACM Trans Inf Syst (TOIS) 23(2):201–226

Titel: A computational approach for the experimental study of EU case law: analysis and implementation
verfasst von: Nicola Lettieri
Antonio Altamura
Armando Faggiano
Delfina Malandrino
Publikationsdatum: 01.12.2016
Verlag: Springer Vienna
Erschienen in: Social Network Analysis and Mining / Ausgabe 1/2016
Print ISSN: 1869-5450
Elektronische ISSN: 1869-5469
DOI: https://doi.org/10.1007/s13278-016-0365-6

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Wirtschaft"

Springer Professional "Technik"

Weitere Artikel der Ausgabe 1/2016

Predicting charitable donations using social media

Analysis and detection of labeled cyberbullying instances in Vine, a video-based social network

Exploring characteristics of suspended users and network stability on Twitter

A survey of event detection techniques in online social networks

A significant core structure inside the social network evolutionary process

A penalty box approach for approximation betweenness and closeness centrality algorithms