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Methodology for the Use of Machine Learning, Applied in Predicting the Level of Success in Legal Cases

  • Universidad Privada del Norte
    ,
  • Universidad Continental, Huancayo
    ,
  • Universidad Tecnológica del Perú
    ,
  • Universidad César Vallejo
    ,
  • Universidad Nacional Mayor de San Marcos
    ,
  • Universidad ESAN
Research Output: Contribution to journal Conference article Peer-review

Publication Information

Output type

Research Output: Contribution to journal Conference article Peer-review

Original language

English

Pages from-to (Number of pages)

Pages 48-54 (7 pages)

Journal (Volume, Issue Number)

CEUR Workshop Proceedings (Volume 3146)

Publication milestones

  • Published - 2022

Publication status

Published - 2022

ISSN

1613-0073

Publication IDs

  • Scopus: 85132278300

Abstract

ICTs have allowed the applications of artificial intelligence to grow exponentially, where different applications are being presented, based on the application of neural networks as prediction mechanisms for different processes and applications, in the present work the use of the Neural networks for the legal case prediction process, in which the analysis of approximately 200 cases was used between cases that had "positive and negative" final results, the expected results after implementing the solution in the MATLAB tool, they presented us effectiveness results in a value of 93%, as a conclusion we can indicate that the model provided allows us to be applied in other conditions as well as to be scaled, taking into account the historical data that may be available for the training process.

Publication metrics

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Captures
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Related Event

Title

2022 Workshop on Artificial Intelligence, WAI 2022

Event type

Conference

Date

28/01/2022 - 29/01/2022

Location

Virtual, OnlineIndia