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KMM: A Detailed Morphological Analysis for Korean (구조화된 상세 정보를 제공하는 한국어 형태소 분석기: KMM)

  • Kim, Soora
    • Annual Conference on Human and Language Technology
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    • 2010.10a
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    • pp.202-206
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    • 2010
  • 이 논문에서는 한국어 형태소 분석기 KMM(Korean Malaga Morphology)을 소개하고자 한다. KMM의 개발 동기는 이후 자연언어 처리 단계의 기반으로 사용될 수 있을 뿐 아니라 이론 형태론 연구의 도구로도 사용될 수 있도록 상세한 형태 동사 의미 정보를 제공하는 것이었다. 이론적 틀은 좌연접 문법(Left-Associative Grammar)에 기초한 LA-MORPH이며, 좌연접 기반 문법 개발 도구인 MALAGA로 구현되었다. LA-MORPH에 기반한 KMM은 분석 실행중이 아닐 때에는 사전의 규모를 최소한으로 유지하다가 분석에 필요할 때에만 분석용 사전을 자동으로 생성한다. 형태소 분석은 분석용 사전에 근거하여, 매칭과 결합이라는 단순한 알고리즘만을 사용한다. KMM의 분석은 동사 어절의 경우, 시제, 서법, 문형, 대우법, 명사 어절의 경우 격정보, 수사 결합어절의 경우 추출된 수랑 정보 등과 같은 상세한 정보를 제시한다. 세종 말뭉치와 KIBS 말뭉치를 KMM 을 이용해서 분석한 결과 각각의 94.96%와 94.59%의 분석률과 88.4%와 90.7%의 정확도를 보였다.

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A Korean Homonym Disambiguation System Using Refined Semantic Information and Thesaurus (정제된 의미정보와 시소러스를 이용한 동형이의어 분별 시스템)

  • Kim Jun-Su;Ock Cheol-Young
    • The KIPS Transactions:PartB
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    • v.12B no.7 s.103
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    • pp.829-840
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    • 2005
  • Word Sense Disambiguation(WSD) is one of the most difficult problem in Korean information processing. We propose a WSD model with the capability to filter semantic information using the specific characteristics in dictionary dictions, and nth added information, useful to sense determination, such as statistical, distance and case information. we propose a model, which can resolve the issues resulting from the scarcity of semantic information data based on the word hierarchy system (thesaurus) developed by Ulsan University's UOU Word Intelligent Network, a dictionary-based toxicological database. Among the WSD models elaborated by this study, the one using statistical information, distance and case information along with the thesaurus (hereinafter referred to as 'SDJ-X model') performed the best. In an experiment conducted on the sense-tagged corpus consisting of 1,500,000 eojeols, provided by the Sejong project, the SDJ-X model recorded improvements over the maximum frequency word sense determination (maximum frequency determination, MFC, accuracy baseline) of $18.87\%$ ($21.73\%$ for nouns and inter-eojeot distance weights by $10.49\%$ ($8.84\%$ for nouns, $11.51\%$ for verbs). Finally, the accuracy level of the SDJ-X model was higher than that recorded by the model using only statistical information, distance and case information, without the thesaurus by a margin of $6.12\%$ ($5.29\%$ for nouns, $6.64\%$ for verbs).

Verb Sense Disambiguation using Subordinating Case Information (종속격 정보를 적용한 동사 의미 중의성 해소)

  • Park, Yo-Sep;Shin, Joon-Choul;Ock, Cheol-Young;Park, Hyuk-Ro
    • The KIPS Transactions:PartB
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    • v.18B no.4
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    • pp.241-248
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    • 2011
  • Homographs can have multiple senses. In order to understand the meaning of a sentence, it is necessary to identify which sense isused for each word in the sentence. Previous researches on this problem heavily relied on the word co-occurrence information. However, we noticed that in case of verbs, information about subordinating cases of verbs can be utilized to further improve the performance of word sense disambiguation. Different senses require different sets of subordinating cases. In this paper, we propose the verb sense disambiguation using subordinating case information. The case information acquire postposition features in Standard Korean Dictionary. Our experiment on 12 high-frequency verb homographs shows that adding case information can improve the performance of word sense disambiguation by 1.34%, from 97.3% to 98.7%. The amount of improvement may seem marginal, we think it is meaningful because the error ratio reduced to less than a half, from 2.7% to 1.3%.

A study on the usage patterns of Yun Dong-ju's poetry in the musical (- 창작가무극 <윤동주, 달을 쏘다>에 나타난 윤동주 시 활용 양상 연구)

  • Son, Mi-young
    • The Journal of the Convergence on Culture Technology
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    • v.5 no.3
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    • pp.85-92
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    • 2019
  • Yun Dong - ju's poetry and his representations are used in various visual and dramatic media. According to its medium and genre characteristics, Yoon Dong - ju's representations and his poems are selected and changed. It is also the process of reading what the text is trying to convey to the public through a single person. In this study, Yoon Dong - joo's poetry was compared with other poetry of poetry. Particularly, the discussion was focused on the creative actor . If the creative drama is transmitting the feelings of Yoon Dong-ju through the city, the film conveys the poem of Yoon Dong-ju. Gamuplays are more restrictive than the movies because of their genre. As a result, the emotional expressions of the characters are more intense, the progress of the narrative is also dramatic, and the aspect of Yun Dong - ju, a poem illuminated by the movie and the drama, also differs. If the film aims to portray poet Yoon Dong-ju as a genuine literary youth, the creative poet reinterprets Yun's poetry as having a meaning of resistance.

Development of the Operation Cost Models for Preliminary Assessment of the Urban Railways (도시철도 예비타당성을 위한 운영비용함수 모형의 개발)

  • Lee, Jae-Myung;Won, Jai-Mu;Rho, Jeong-Hyun
    • Journal of the Korean Society for Railway
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    • v.10 no.6
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    • pp.766-771
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    • 2007
  • In this research, we were going to make the function which can forecast the operating cost of metropolitan railroad that is performing a role of assistant highway within the city. In order to do this, based on service records of subway line 1st to 8th in Seoul, we extracted 23 variables which can affect to the operating cost, and we selected the final variable for estimate the function of operating cost from correlation among variables and influence analysis. Then, we performed regression analysis by stages using final variable. 6 independent variables are chosen for presuming the operating cost, and we obtained the final 3 variables (quantity of holding motor cars, peak quantity of possessed motor cars, and quantity of stations) as a result of regression analysis. Through this research, function of operating cost of metropolitan railroad has better applicability than existing preliminary validity, and it is used by further preliminary validity investigation and master plan or validity investigation which is accompanied by operation designing, thus we expect that it could make a great contribution to the priority order of investment for metropolitan railroad or process of policy decision.