Hypernym-Hyponym Relation Extraction from Indonesian Wikipedia Text

Made Nindyatama Nityasya, Rahmad Mahendra, Mirna Adriani

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

5 Citations (Scopus)

Abstract

This study aims to automatically acquire a collection of hypernym-hyponym word pairs in Bahasa Indonesia using pattern analysis approach. The Wikipedia text is utilized as the data source to obtain the hypernym-hyponym relations. The presented method to acquire relations is defined in systematic procedures, which are seed building, text pre-processing, sentence extraction, pattern extraction, and pattern matching. The number of extracted relations can be gradually increased using bootstrapping algorithm.

Original languageEnglish
Title of host publicationProceedings of the 2018 International Conference on Asian Language Processing, IALP 2018
EditorsMinghui Dong, Fariska Z. Ruskanda, Herry Sujaini, Ade Romadhony, Moch. Bijaksana, Elvira Nurfadhilah, Lyla Ruslana Aini, Arif Bijaksana Putra Negara
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages285-289
Number of pages5
ISBN (Electronic)9781728111766
DOIs
Publication statusPublished - 28 Jan 2019
Event22nd International Conference on Asian Language Processing, IALP 2018 - Bandung, Indonesia
Duration: 15 Nov 201817 Nov 2018

Publication series

NameProceedings of the 2018 International Conference on Asian Language Processing, IALP 2018

Conference

Conference22nd International Conference on Asian Language Processing, IALP 2018
Country/TerritoryIndonesia
CityBandung
Period15/11/1817/11/18

Keywords

  • bootstrapping
  • hypernym-hyponym
  • pattern extraction
  • pattern matching
  • relation extraction
  • Wikipedia

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