In this paper, we present CRIKE, a data-science approach to automatically detect concrete applications of legal abstract terms in case-law decisions. To this purpose, CRIKE relies on the use of the LATO ontology where legal abstract terms are properly formalized as concepts and relations among concepts. Using LATO, CRIKE aims at discovering how and where legal abstract terms are applied by judges in their legal argumentation. Moreover, we detect the terminology used in the text of case-law decisions to characterize concrete abstract-term instances.

The CRIKE Data-Science Process for Legal Knowledge Extraction / S. Castano, M. Falduti, A. Ferrara, S. Montanelli (CEUR WORKSHOP PROCEEDINGS). - In: SEBD 2019 / [a cura di] M. Mecella, G. Amato, C. Gennaro. - [s.l] : CEUR, 2019. (( Intervento presentato al 27. convegno Italian Symposium on Advanced Database Systems : June 16th to 19th tenutosi a Castiglione della Pescaia (Grosseto) nel 2019.

The CRIKE Data-Science Process for Legal Knowledge Extraction

S. Castano
Primo
;
M. Falduti
Secondo
;
A. Ferrara
Penultimo
;
S. Montanelli
Ultimo
2019

Abstract

In this paper, we present CRIKE, a data-science approach to automatically detect concrete applications of legal abstract terms in case-law decisions. To this purpose, CRIKE relies on the use of the LATO ontology where legal abstract terms are properly formalized as concepts and relations among concepts. Using LATO, CRIKE aims at discovering how and where legal abstract terms are applied by judges in their legal argumentation. Moreover, we detect the terminology used in the text of case-law decisions to characterize concrete abstract-term instances.
No
English
legal ontology; legal-term extraction; case-law analysis;
Settore INF/01 - Informatica
Capitolo o Saggio
Comitato scientifico
Ricerca applicata
Pubblicazione scientifica
Code 149307
SEBD 2019
M. Mecella, G. Amato, C. Gennaro
CEUR
2019
8
Volume a diffusione internazionale
Italian Symposium on Advanced Database Systems : June 16th to 19th
Castiglione della Pescaia (Grosseto)
2019
27
Convegno nazionale
Intervento inviato
http://ceur-ws.org/Vol-2400/paper-09.pdf
DSRC - Data science research center
bibtex
Aderisco
S. Castano, M. Falduti, A. Ferrara, S. Montanelli
Book Part (author)
open
268
The CRIKE Data-Science Process for Legal Knowledge Extraction / S. Castano, M. Falduti, A. Ferrara, S. Montanelli (CEUR WORKSHOP PROCEEDINGS). - In: SEBD 2019 / [a cura di] M. Mecella, G. Amato, C. Gennaro. - [s.l] : CEUR, 2019. (( Intervento presentato al 27. convegno Italian Symposium on Advanced Database Systems : June 16th to 19th tenutosi a Castiglione della Pescaia (Grosseto) nel 2019.
info:eu-repo/semantics/bookPart
4
Prodotti della ricerca::03 - Contributo in volume
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/665731
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