Open AccessMISLA²: A System to Information Retrieval in Labour Lawsuits using Legal Ontologies and Regular Expressions
Author(s) -
Cleyton Mário de Oliveira Rodrigues,
Bruno Fernandes,
Leandro H. S. Silva,
David J. Barrientos,
Allana L. S. Rocha,
Paulo Christiano Sobral,
Bruno Á. Souza,
Dionizio Feitosa,
Mabel Guimarães,
Juliana Barreto
Publication year - 2021
Language(s) - English
Resource type - Conference proceedings
DOI - 10.5753/eniac.2021.18267
Subject(s) - bottleneck , computer science , transparency (behavior) , information retrieval , domain (mathematical analysis) , ontology , conjunction (astronomy) , natural language processing , data science , computer security , mathematical analysis , philosophy , physics , mathematics , epistemology , astronomy , embedded system
Electronic Legal Proceedings are a worldwide legal phenomena, allowing the use of computerized systems for the creation and monitoring of procedural acts in the most diverse legal bodies. On one hand, it allows greater transparency in the conduct of procedural acts, on the other, it has contributed to the bottleneck of open but unresolved lawsuits each year. Nowadays, Information Retrieval to automate the processing of these procedural objects is at the forefront of computer systems for Law. In this study, we present MISLA2, a system to retrieve orders and preliminaries from judicial labour sentences through ontological models built from previous cases. Instead of tied and difficult-to-maintain domain specification models, we demonstrate how light ontologies, in conjunction with regular expressions for extracting significant portions of the text, can achieve the desired results. In addition, empirical experiments carried out with real labour lawsuits evidence that results are quite promising.