• Title/Summary/Keyword: Korean lexico-semantic network

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Word Sense Disambiguation of Predicate using Semi-supervised Learning and Sejong Electronic Dictionary (세종 전자사전과 준지도식 학습 방법을 이용한 용언의 어의 중의성 해소)

  • Kang, Sangwook;Kim, Minho;Kwon, Hyuk-chul;Oh, Jyhyun
    • KIISE Transactions on Computing Practices
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    • v.22 no.2
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    • pp.107-112
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    • 2016
  • The Sejong Electronic(machine-readable) Dictionary, developed by the 21st century Sejong Plan, contains systematically organized information on Korean words. It helps to solve problems encountered in the electronic formatting of the still-commonly-used hard-copy dictionary. The Sejong Electronic Dictionary, however has a limitation relate to sentence structure and selection-restricted nouns. This paper discuses the limitations of word-sense disambiguation(WSD) that uses subcategorization information suggested by the Sejong Electronic Dictionary and generalized selection-restricted nouns from the Korean Lexico-semantic network. An alternative method that utilized semi-supervised learning, the chi-square test and some other means to make WSD decisions is presented herein.

Word Sense Disambiguation of Predicate using Sejong Electronic Dictionary and KorLex (세종 전자사전과 한국어 어휘의미망을 이용한 용언의 어의 중의성 해소)

  • Kang, Sangwook;Kim, Minho;Kwon, Hyuk-chul;Jeon, SungKyu;Oh, Juhyun
    • KIISE Transactions on Computing Practices
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    • v.21 no.7
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    • pp.500-505
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    • 2015
  • The Sejong Electronic(machine readable) Dictionary, which was developed by the 21 century Sejong Plan, contains a systematic of immanence information of Korean words. It helps in solving the problem of electronical presentation of a general text dictionary commonly used. Word sense disambiguation problems can also be solved using the specific information available in the Sejong Electronic Dictionary. However, the Sejong Electronic Dictionary has a limitation of suggesting structure of sentences and selection-restricted nouns. In this paper, we discuss limitations of word sense disambiguation by using subcategorization information as suggested by the Sejong Electronic Dictionary and generalize selection-restricted noun of argument using Korean Lexico-semantic network.

Refinement of KorLex based on WordNet (워드넷 기반 한국어 명사 어휘의미망의 정제)

  • Hwang, Soon-Hee;Yoon, Ae-Sun
    • Proceedings of the Korean Society for Cognitive Science Conference
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    • 2005.05a
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    • pp.267-272
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    • 2005
  • 최근 들어 온톨로지(ontology), 시소러스(thesaurus) 등과 함께 주목받고 있는 Princeton 대학의 워드넷(WordNet, 이하 PWN) 은 자연어 처리(NLP)와 관련하여 대안을 제시할 수 있는 어휘의미망(lexico-semantic network)이다. 또한 PWN을 기반으로 상이한 개별어 어휘의미망 구축이 여러 차례 시도되었고, 현재도 진행 중이다. 본 연구는 간접 구축 방식에 의한 어휘의미망 구축 시 요구되는 정제(refinement) 방식들을 검토하고, 이를 한국어 명사 어휘의미망(KL)에 적용하여 정확도 검증 방법의 한 대안으로 제시하였다. 또한 보다 정교한 정제 방법의 모색과 고찰은 향후 과제로 삼고자 한다.

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