Legal Judgement Summarizer: A Companion for Structured Summary - Couverture souple

Megala, S. Santhana

 
9786134907637: Legal Judgement Summarizer: A Companion for Structured Summary
Couverture souple
ISBN 10 : 6134907634 ISBN 13 : 9786134907637
Editeur : LAP LAMBERT Academic Publishing, 2018

Synopsis

Basically Legal Documents were little bit tough to understand and it is too long, hence a headnote, a brief summary of the Legal Document, is a needed one. Nowadays Legal experts were doing difficult clerical work of Interpreting and summarizing the previous judgments for the generation of headnote for their case arguments and for the decision making also. Thus Natural Language Processing (NLP) based Summarization Techniques fulfill the needs of the Legal Experts in a simple and efficient manner. In this book, efficient methods like Fuzzy Logic and Conditional Random Field Algorithm were used to produce a Legal Judgment Summary. Techniques included in the process were. • 11 Feature Extraction techniques were used to find the important sentences • Fuzzy Logic Technique is implemented to perform the summarization process. • Conditional Random Field, shortly CRF is used to perform the Classification Technique by identifying the Rhetorical Roles present in the legal document. This book which paves the way for preparing the Head note automatically from the legal document, by imparting Technology.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Basically Legal Documents were little bit tough to understand and it is too long, hence a headnote, a brief summary of the Legal Document, is a needed one. Nowadays Legal experts were doing difficult clerical work of Interpreting and summarizing the previous judgments for the generation of headnote for their case arguments and for the decision making also. Thus Natural Language Processing (NLP) based Summarization Techniques fulfill the needs of the Legal Experts in a simple and efficient manner. In this book, efficient methods like Fuzzy Logic and Conditional Random Field Algorithm were used to produce a Legal Judgment Summary. Techniques included in the process were. · 11 Feature Extraction techniques were used to find the important sentences · Fuzzy Logic Technique is implemented to perform the summarization process. · Conditional Random Field, shortly CRF is used to perform the Classification Technique by identifying the Rhetorical Roles present in the legal document. This book which paves the way for preparing the Head note automatically from the legal document, by imparting Technology.

Biographie de l'auteur

Dr. S.Santhana Megala is working as an Assistant Professor. She is having 6 years of experience in teaching. She completed her Ph.D in Computer Science in PRIST University, Thanjavur, Tamil Nadu. Her specialization area is Data Mining. She is interested in the Law field also. In her research work, she implemented the technology in the Legal domain.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2018
Langue
anglais
ISBN 10 
6134907634
ISBN 13 
9786134907637
Reliure
Broché
Nombre de pages
52
Coordonnées du fabricant
non disponible
Personne responsable
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