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1 Intellectual structure of North Korea with bibliometric time series analysis Hyung Wook Choi 1 ; Ye Jin Choi 1 ; Soon Kim 2 1 Co-author, Department of Library and Information Science, Ewha Womans University 2 Corresponding author, Research Institute for Social Science, Ewha Womans University
2 목차 I. 서론 (Introduction) II. 연구방법및범위 (Methods and Materials) III. 연구결과 (Results) IV. 결론 (Conclusion)
3 서론 21세기국가중가장폐쇄적인국가중하나인북한 연구결과물에대한접근역시제한적 따라서북한의연구자들이참여혹은출판한연구결과에대한분석역시거의이루어지지않음 계량서지적분석방법을통해북한의연구동향을파악하려고함
4 연구방법및범위 분석대상선정및데이터수집 대상 : Web of Science의 Core Collection 검색범위 : 1976년 년 12월 ( 수집일기준 ) 총 638건 검색방법 : North Korea 키워드로국가코드검색수행 동시출현단어분석위해저자키워드추출
5 연구방법및범위 분석대상선정및데이터수집 저자키워드 (DE) 총 2,022개 김일성, 김정일, 김정은시대로구분하여시기별분석진행 김일성시대 : 1976년 년김정일시대 : 1994년 년김정은시대 : 2011 년 2018년 각시대별키워드중빈도수로최종키워드제한후분석진행
6 연구방법및범위 분석과정 : 동시출현단어분석 패스파인더네트워크 (PFNet) 기법을적용 네트워크에서중요링크만남겨네트워크구조파악 병렬최근접이웃클러스터링 (PNNC) 기법적용 하위군집을생성하여네트워크세분화 NodeXL 프로그램 : 네트워크시각화 중심성분석 ( 상대적삼각매개중심성 ) 다른키워드와의매개적관계를가지는키워드확인
7 연구결과 (1) 1976 년 년 1976 년 1993 년 총키워드 12 개로 동시출현매트릭스추출불가 Keyword Frequency Ent-Kaurane 2 Labiatae 2 Nonlinear Saw Reflection 1 Nonlinear Nde 1 Glaucocalyxin A-E 1 Contact Acoustic Nonlinearities 1 Diterpene 1 Leaves 1 Diterpenoid 1 Rabdosia-Japonica 1 Rabdosia-Excisa 1 Excisanin-C 1
8 연구결과 (2) 1994 년 년 1994년 2010년 빈도수 2로제한하여총키워드 35개 피어슨상관계수를적용한동시출현단어매트릭스추출 병렬최근접이웃클러스터링알고리즘으로군집분석 : 3군집 11 영역 상대적삼각매개중심성을구하여시각화
9 연구결과 (2) 1994 년 년 Area Sub-Cluster Keyword rtbc Frequency Incline Matrix Incline Permutation Matrix Transitive Closure A Permanent Lattice Matrix Fuzzy Matrix Boolean Matrix Fuzzy Relations Algebra Integrated Pest Management Plutella Xylostella Pieris Rapae Parasitoids North Korea Fuzzy Relation Equation Korea Lsmnpv Controlled Release Cosmology Of Theories Beyond The Sm B Solid-Phase Extraction Nanostructure Interpenetrating Polymer Networks Cycloaliphatic Epoxy Resin Carleman Inequality Controllability Effective Magnetic Anisotropy Constant Multilayers Perpendicular Magnetic Anisotropy Electromagnetic Transition Spectra C 10 Water Treeing Finite Element Method Xlpe Cable Insulation Thermal Aging
10 연구결과 (2) 1994 년 년
11 연구결과 (3) 2011 년 년 2011년 2018년 빈도수 3로제한하여총키워드 40개 피어슨상관계수를적용한동시출현단어매트릭스추출 병렬최근접이웃클러스터링알고리즘으로군집분석 : 2군집 12 영역 상대적삼각매개중심성을구하여시각화
12 연구결과 (3) 2011 년 년 Area Sub-Cluster Keyword rtbc Frequency Sers Keratin Pahs Serds Water Korean Peninsula Electronic Structure Ionic Liquid Conjugate Symmetry Mcm Hydroxyethyl Starch Water Hammer Sphalerite Cloud Computing China Existence Mixed Boundary Condition A 3 Navier-Stokes Equations Pressure Boundary Condition Variable Exponent Uniqueness Mechanical Properties Microstructure Surface Roughness Ti2Alnb-Based Alloy Spark Plasma Sintering Iterated Function System (Ifs) Fractal Interpolation Function Surface Plasmon Resonance Metal Nanocomposites Stability Compressible Navier-Stokes Equations Dprk North Korea Fe2Tisi Fe2Tisn B 11 Quantum Dot Surface Plasmon Switching Waveguide
13 연구결과 (3) 2011 년 년
14 결론 최근에더욱많은연구결과를발표하고공개하는추세 120 Publication Distribution
15 결론 (1) 1976 년 년 Ent-Kaurane 과 Labiatae 를중심으로한연구가중심 (2) 1994 년 2010 년 3영역 11군집 Incline Matrix와 Fuzzy Relations을중심으로한 A 영역 Integrated Pest Management와관련영역을중심으로한 B 영역 Water Treeing과 Xlpe Cable Insulation을중심으로한 C 영역
16 결론 (3) 2011 년 2018 년 2영역 12군집 Sers, Keratin, 그리고 Mechanical Properties를중심으로한 A 영역 Quantum dot과 Waveguide를중심으로한 B 영역 최종분석 세시대에걸친세부연구영역은꾸준히바뀌어왔음을확인 중복적으로나타난연구영역은확인되지않음 최근으로올수록 cloud computing과같은최신기술을활용한연구역시확인
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