Introducing Intelligence to the Semantic Analysis of Canadian Maritime Case Law: Case Based Reasoning Approach

Bola Abimbola, Qing Tan, José Ramón Villar

Research output: Chapter in Book/Report/Conference proceedingPublished Conference contributionpeer-review

1 Citation (Scopus)

Abstract

The use of machine learning and semantic analysis in case law is the new trend in modern society. Case Based Reasoning tools are being used to analyze texts in courts to make and predict judicial decisions which are designed to base the outcomes of current court proceedings from past and or learning from the mistakes to make better decisions. Because of the accuracy and speed of this technology, researchers in the justice system have introduced Machine Learning to optimize the Case-Based Researching approach. This paper presents a study aimed to critically analyze semantic analysis in the context of machine learning and proposes a case-based reasoning information retrieval system. It will explore how CBR-IR is being used to improve legal case law information retrieval. The study covers the importance of semantic analysis. The study will discuss limitations and recommendations for improvement and future research. The study recommends that it is necessary to conduct further research in semantic analysis and how they can be used to improve information retrieval of Canadian maritime case law.

Original languageEnglish
Title of host publication17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022, Proceedings
EditorsPablo García Bringas, Hilde Pérez García, Francisco Javier Martinez-de-Pison, José Ramón Villar Flecha, Alicia Troncoso Lora, Enrique A. de la Cal, Alvaro Herrero, Francisco Martínez Álvarez, Giuseppe Psaila, Héctor Quintián, Emilio S. Corchado Rodriguez
Pages587-595
Number of pages9
DOIs
Publication statusPublished - 2023
Event17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 - Salamanca, Spain
Duration: 5 Sep. 20227 Sep. 2022

Publication series

NameLecture Notes in Networks and Systems
Volume531 LNNS
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

Conference17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022
Country/TerritorySpain
CitySalamanca
Period5/09/227/09/22

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