Knowledge Representation for Legal Document Summarization
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2023, Vol 11, Issue 4
Abstract
This paper presents a novel approach for legal document summarization. Proposed approach is based on Ripple-Down Rules (RDR). It is an incremental knowledge acquisition method. RDR allows us to quickly build an extendable knowledge base using classification rules. The classification rules are written using a set of features. Summary is generated using the identified rhetorical roles in the document. Experiments demonstrate that the RDR based Legal Document summarization approach outperforms the supervised and unsupervised machine learning models.
Authors and Affiliations
Sheetal Ajaykumar Takale
Keywords
Related Articles
- EP ID EP745065
- DOI 10.55524/ijircst.2023.11.4.11
- Views 27
- Downloads 0
Implementation Of Vehicle Diagnostic And Tracking Tool Using Android
The objective of our project is to develop a system to keep a track on the vehicle and the person driving the vehicle .This novel and ingenious technique facilitates the owner of the vehicle to ensure the person driving...
Educational Data Mining and Data Warehouse Design Using Business Intelligence
Business intelligence (BI) is basically a collection of programs, utilities and apps that allows you to analyze large quantities of data (Big Data). Every year, educational institutions deal with enormous amounts of Big...
Employees Attrition Detection using PSONN
Raw materials, intermediate goods and finished goods are termed as inventories while considering it as portion of business’s assets which can be considered as prepared or are prepared for sale. One of the suitable soluti...
Advancement in Technology and the Long-Term Need for Energy
This study examines how to include technology advancement into energy-economy models and how that affects long-term energy demand predictions. The models range from an exogenous yearly change in energy efficiency to an e...
A Preamble Study on Smell Detection in Software Refactoring Techniques
Refactoring is the progression of expounding and shorten the design of obtainable code, without changing its deeds. Basically code smells are prearranged distinctiveness of software that may signify a code or design prob...