Recording of law enforcement based on court decision document using rule-based information extraction

Firdaus Solihin, Indra Budi

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

1 Citation (Scopus)

Abstract

Recording of law enforcement needs to measure the extent to what the enforcement law has been carried out in accordance with applicable legal rules. This law enforcement record can be obtained by collecting, analyzing and concluding various legal cases from court decision documents. The number of court decision documents is vast and continues to grow at any time; it requires an extraction process of information that can be run automatically. The conditions of court decision documents that have different use of sentences and the use of word variations are challenges in the process of information extraction. This research proposed rule-based information extraction for court decision documents to exploring and developing the recording of law enforcement in Indonesia. The process uses three steps, identifying structure extraction, tokenization and extracting entities. This research use 150 court decision documents dataset and the experiment has produced 0.82, 0.96, 0.89, beside of average recall, precision, and f-score. This shows that rule-based information extraction can be implemented in the legal domain and supports the development of law enforcement records in Indonesia.

Original languageEnglish
Title of host publication2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages349-354
Number of pages6
ISBN (Electronic)9781728101354
DOIs
Publication statusPublished - 17 Jan 2019
Event10th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018 - Yogyakarta, Indonesia
Duration: 27 Oct 201828 Oct 2018

Publication series

Name2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018

Conference

Conference10th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018
CountryIndonesia
CityYogyakarta
Period27/10/1828/10/18

Keywords

  • Court decision documents
  • Information extraction
  • Rule-based approach

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