• Title/Summary/Keyword: 의미지식

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Research on Comparing System with Syntactic-Semantic Tree in Subjective-type Grading (주관식 문제 채점에서의 구문의미트리 비교 시스템에 대한 연구)

  • Kang, WonSeog
    • The Journal of Korean Association of Computer Education
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    • v.20 no.5
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    • pp.79-88
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    • 2017
  • To upgrade the subjective question grading, we need the syntactic-semantic analysis to analyze syntatic-semantic relation between words in answering. However, since the syntactic-semantic tree has structural and semantic relation between words, we can not apply the method calculating the similarity between vectors. This paper suggests the comparing system with syntactic-semantic tree which has structural and semantic relation between words. In this thesis, we suggest similarity calculation principles for comparing the trees and verify the principles through experiments. This system will help the subjective question grading by comparing the trees and be utilized in distinguishing similar documents.

Method of Document Retrieval Using Word Embeddings and Disease-Centered Document Clusters (단어 의미 표현과 질병 중심 의학 문서 클러스터 기반 의학 문서 검색 기법)

  • Jo, Seung-Hyeon;Lee, Kyung-Soon
    • 한국어정보학회:학술대회논문집
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    • 2016.10a
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    • pp.51-55
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    • 2016
  • 본 논문에서는 임상 의사 결정 지원을 위한 UMLS와 위키피디아를 이용하여 지식 정보를 추출하고 질병중심 문서 클러스터와 단어 의미 표현을 이용하여 질의 확장 및 문서를 재순위화하는 방법을 제안한다. 질의로는 해당 환자가 겪고 있는 증상들이 주어진다. UMLS와 위키피디아를 사용하여 병명과 병과 관련된 증상, 검사 방법, 치료 방법 정보를 추출하고 의학 인과 관계를 구축한다. 또한, 위키피디아에 나타나는 의학 용어들에 대하여 단어의 효율적인 의미 추정 기법을 이용하여 질병 어휘의 의미 표현 벡터를 구축하고 임상 인과 관계를 이용하여 질병 중심 문서 클러스터를 구축한다. 추출한 의학 정보를 이용하여 질의와 관련된 병명을 추출한다. 이후 질의와 관련된 병명과 단어 의미 표현을 이용하여 확장 질의를 선택한다. 또한, 질병 중심 문서 클러스터를 이용하여 문서 재순위화를 진행한다. 제안 방법의 유효성을 검증하기 위해 TREC Clinical Decision Support(CDS) 2014, 2015 테스트 컬렉션에 대해 비교 평가한다.

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The Information Model Based on Semantic Structures (의미구조를 기반으로 한 정보모델)

  • 강윤희;조성호;이원규
    • Proceedings of the Korean Society for Information Management Conference
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    • 1994.12a
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    • pp.29-32
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    • 1994
  • 과거 실세계 정보를 처리하기 위한 방법으로는 관계형데이타베이스, 객체지향데이타베이스. 지식베이스시스템 등이 연구되었다. 이들 방법은 제한된 정보표현 및 정보의 운영 및 접근방법 등의 문제점을 갖는다. 정보의 구조화는 정보의 의미를 분석하고 정보의 특성에 적합한 융통성 있는 정보모델을 필요로 한다. 본 논문에서는 방대한 양의 정보처리 및 다양한 형태의 표현, 동적 변환 등의 정보특성을 효율적으로 처리하기 위한 정보모델로 의미구조그래프를 사용하여 기존 시스템의 문제점을 해결하기 위한 방법을 제안한다. 의미구조그래프를 사용한 정보구조화는 정보의미를 분석할 수 있으며, 정보의 표현의 융통성을 제공한다. 의미구조그래프는 노드와 링크를 갖는 확장된 하이퍼그래프를 사용하였으며, 정보구조화를 위한 대상데이타로 문화예술 분야의 관련 정보를 실험하였다.

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Semantic Representation and Translation of Electronic Product Code(EPC) data in EPC Network (EPC 네트워크의 전자물품코드(EPC) 데이터 의미표현과 해석)

  • Park, Dae-Won;Kwon, Hyuk-Chul
    • Journal of KIISE:Software and Applications
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    • v.36 no.1
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    • pp.70-81
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    • 2009
  • Ontology is an explicit specification of concepts and relationships between concepts in an interest domain. As considered as one of typical knowledge representation methods, ontology is applied to various studies such as information extraction, information integration, information sharing, or knowledge management. In IT based industries, ontology is applied to research on information integration and sharing in order to enhance interoperability between enterprises. In supply chains or logistics, several enterprises participate as business partners to plan movements of goods, and control goods and logistics flows. A number of researches on information integration and sharing for the effective and efficient management of logistics or supply chains have been addressed. In this paper, we address an ontology as a knowledge-base for semantic-based integration of logistics information distributed in the logistics flow. Especially, we focus on developing an ontology that enables to represent and translate semantic meaning of EPC data in the EPC Network applied logistics. We present a scenario for tracing products in logistics in order to show the value of our ontology.

A Study on A Korean Noun Semantic TAG based on Semantic Features (의미속성에 기반한 한국어 명사 의미 TAG에 관한 연구)

  • Lee, S.;Cho, P.;Ahn, M.;Ock, C.;Park, J.;Park, D.
    • Annual Conference on Human and Language Technology
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    • 1998.10c
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    • pp.412-418
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    • 1998
  • 의미 TAG는 한국어 기초어휘에 대한 개념지식을 구축하는 데 기본이 될 뿐만 아니라, 문장 분석시의 구조적 모호성과 단어 의미 모호성을 해소하는 중요한 단서를 제공할 수 있다. 이러한 의미 TAG가 실용적으로 여러 응용 시스템에서 사용되기 위해서는 광범위하고 타당한 자료를 바탕으로 하여 객관적인 방법으로 설정 되어야 한다. 국어사전의 뜻풀이말에서의 상위개념을 표제어의 상위어로 선정하는 bottom-up 방식으로 구축하였던 한국어 명사의미체계는 근본적으로 사전편찬자의 비일관적인 뜻풀이말의 기술에 따른 여러 문제점이 있었다. 본 연구에서는 이러한 문제점들을 해결하기 위해서 사전 뜻풀이말에서 상위개념을 수식하는 어절과 용언의 의미호응관계에서 상위개념의 의미속성을 추출하고, 이들 의미속성에 의한 명사 의미체계를 구축하여 이를 바탕으로 명사의미 TAG를 설정할 수 있도록 하였다.

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Preservice elementary teachers' pedagogical content knowledge of addition and subtraction (예비초등교사의 덧셈과 뺄셈에 관한 교수학적 지식)

  • 이종욱
    • Journal of Educational Research in Mathematics
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    • v.13 no.4
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    • pp.447-462
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    • 2003
  • The purpose of this study was to Investigate the preservice elementary teachers' pedagogical content knowledge of addition and subtraction. The subjects for data collection were 29 preservice elementary teachers and data were collected through open ended problems. The findings imply that the preservice elementary teachers show low level of understanding of addition and subtraction such as the word problem posing and the contexts of part-part-whole and compare. The research results indicate that the preservice elementary teachers possess primarily a procedural knowledge of pedagogical content knowledge and don't understand relationship with real-world situation. This study provide the information available on developing program for preservice elementary teachers.

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Development and Validation of Items for the PCK Assessment about Informatics Subject (정보교과 교수내용지식(PCK) 수준 측정 문항 개발 및 타당화)

  • Kim, Ja-Mee;Yoon, Il-Kyu;Lee, Won-Gyu
    • The Journal of Korean Association of Computer Education
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    • v.13 no.6
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    • pp.23-34
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    • 2010
  • The PCK of teachers about informatics subject, which is viewed as one of required subjects in today's information society, is linked to what and how to teach, and that is very significant in terms of academic education. However, there are currently no efforts to develop items geared toward evaluating the PCK of teachers about informatics subject or to make a factor analysis of those items, though the importance of that subject in information society has been discussed. The purpose of this study was to develop and validate an instrument to size up the PCK of preservice elementary teachers about informatics subject. The finalized instrument consisted of 39 items regarding five factors that involved knowledge of curriculum, knowledge of expression, knowledge of content, knowledge of evaluation and knowledge of teaching methods.

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A Study of Effective Creating Methods of Philosophy Digital Knowledge Resources (철학 디지털 지식 자원의 효과적인 구축 방향에 대한 연구)

  • Choi Byung-Il;Chung Hyun-Sook
    • The Journal of the Korea Contents Association
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    • v.5 no.2
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    • pp.39-51
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    • 2005
  • A study of philosophy is a process that archive, reorganize and analyze the earlier works to discover new facts. Philosophy digital resources is necessary to research philosophy because they provide lots of electronic texts, philosophical information, forums, etc. In this paper, we introduce . our result of a research on philosophy digital resources existing in domestic or oversea web sites. We describe the problems which existing resources have and our solution to solve them. Also we provide a guideline to creating philosophy ontology based on topic maps which are data model of ontology. Our philosophy ontology defines hierarchy and associative relationships between philosophical knowledge and support retrieval and exploring of knowledge using semantic information.

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3D Visualization of Compound Knowledge using SOM(Self-Organizing Map) (SOM을 이용한 복합지식의 3D 가시화 방법)

  • Kim, Gui-Jung;Han, Jung-Soo
    • The Journal of the Korea Contents Association
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    • v.11 no.5
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    • pp.50-56
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    • 2011
  • This paper proposes 3D visualization method of compound knowledge which will be able to identify and search easily compound knowledge objects based the multidimensional relationship. For this, we structurized a compound knowledge with link and node which become the semantic network. and we suggested 3D visualization method using SOM. Also, to arrange compound knowledge from 3D space and to provide the chance of realistic and intuitional information retrieval to the user, we proposed compound knowledge 3D clustering methods using object similarity. Compound knowledge 3D visualization and clustering using SOM will be the optimum method to appear context of compound knowledge and connectivity in space-time.

Patent Citations and Localization of Knowledge Spillovers: Evidence from Korea (특허자료를 이용한 우리나라 지식전파의 지역화 분석)

  • Lee, Jihong;Nam, Yunmi
    • Economic Analysis
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    • v.25 no.4
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    • pp.25-57
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    • 2019
  • This paper studies localization effects of knowledge spillovers in Korea using U.S. patents granted over the period 1996-2015. The "sample-matching" analysis initiated by Jaffe, Trajtenberg, and Henderson (1993) is adopted. We do not find evidence of positive localization effects in Korea. In particular, controlling for the existing geographic distribution of knowledge production, the frequency of domestic citations of Korean patents is no more than the citation frequency from overseas, and the difference is decreasing within the sample period. We also examine localization effects across regions and industries, and compare Korea with Taiwan and Japan.