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Probabilistic Analysis of AIS.31 Statistical Tests for TRNGs and Their Applications to Security Evaluations (진난수발생기용 난수성 검정 방법 AIS.31에 대한 확률론적 분석 및 보안성 평가 적용 방법)

  • Park, Hojoong;Kang, Ju-Sung;Yeom, Yongjin
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.26 no.1
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    • pp.49-67
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    • 2016
  • SP 800-90B of NIST(USA) and AIS.31 of BSI(Germany) are representative statistical tests for TRNGs. In this paper, we concentrate on AIS.31 which is under the ongoing international standardization process. We examine the probabilistic meaning of each statistic of the test in AIS.31 and investigate its probability distribution. By changing significance level and the length of sample bits, we obtain formalized accept region of the test. Furthermore we propose the accept regions for some iterative tests, that are not mentioned in AIS.31, and provide some simulations.

A Study on the Mapping of Wind Resource using Vegetation Index Technique at North East Area in Jeju Island (영상자료의 식생지수를 이용한 제주 북동부 지역의 풍력자원지도 작성에 관한 연구)

  • Byun, Ji Seon;Lee, Byung Gul;Moon, Seo Jung
    • Journal of Korean Society for Geospatial Information Science
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    • v.23 no.1
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    • pp.15-22
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    • 2015
  • To create a wind resource map, we need a contour map, a roughness map and wind data. We need a land cover map for the roughness map of these data. A land cover map represents the area showing similar characteristics after color indexing based on the scientific method. The features of land cover is classified by Remote sensing technique. In this study, we verified the application of the NDVI technique is reasonable after we created the wind resource map using roughness maps by unsupervised classification and NDVI technique. As a result, the wind resource map using the NDVI technique showed a 60% accordance rate and difference in class less than one. From the results, The NDVI technique is found alternative to create roughness maps by the unsupervised classification.

Bewertungsdiskussion in der deutschen Archivtheorie (독일 기록관리 담론에서의 평가론)

  • Kim, Hyun-Jin
    • The Korean Journal of Archival Studies
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    • no.14
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    • pp.325-357
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    • 2006
  • In diesem Aufsatz wird die Geschichte der Bewertungsdiskussion in Deutschland vorgestellt. Bis zum 18. Jh. war das Ziel der Archivarbeit die Systematisierung der rechtlichen und politischen Kenntnissen. Der juristisch geschulte Archivar hob Unterlagen in der Regel aus $Gr{\ddot{u}}nden$ der Rechtssicherheit auf. Vernichtet wurde, was schon seit $l{\ddot{a}}ngerem$ im Archiv lag. Nach dem Zusammenfall des alten Regimes haben die Archivare keine mehr mit dem Recht des Herrschers zu tun. Und die Archive wurden zu $Lagerst{\ddot{a}}tten$ der Geschichte und Forschung. $F{\ddot{u}}r$ den Ordnung der Archivgut, die aus den verschiedener Dienststellen stammten, wurde das Provenienzprinzip gebildet. Die Archivare richtete sich auf das inhaltsorientierten Bewertungsverfahren, das die wissenschaftlichen $Bed{\ddot{u}}rfnisse$ befriedigte. Der Anlass der Bildung der modernen Archivtheorie war der ersten Weltkrieg. Das Problem, wie man die Massenakten, die $W{\ddot{a}}hrend$ dieses Krieges entstanden, behandeln sollten, $f{\ddot{u}}hrte$ unter dem $Einflu{\ss}$ der Demokratie zur Bildung der Provenienz-orientierte Bewertungsdiskussion. Aufbau, Zielsetzung und Verfahren der aktenbildenden Stelle bildeten den Ausgang der Bewertung. Im Klima ${\ddot{o}}ffentlicher$ $B{\ddot{u}}rokratieablehnung$ der 50er und 60er Jahren wurde die inhaltsorientierte Auswahl wieder die vorherrschende Methodenvorgabe. Diese Theorie, die Booms vertritt, $f{\ddot{u}}hrt$ zu der Theorie der dokumentation strategy von Ende 20. Jh.

Object Categorization Using PLSA Based on Weighting Distinctions (특이점 가중치 기반 PLSA를 이용한 객체 범주화)

  • Song, Hyun-Chul;Choi, Kwang-Nam
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.06c
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    • pp.460-465
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    • 2007
  • 영상 내 사물들의 카테고리를 인식하는 연구는 시각적 영상처리와 연관된 다양한 분야에서 활발히 진행되고 있다. 객체 범주화(Object Categorization)는 가정과 같은 실내에서 책상, 의자, 컵, 주전자 등의 다양한 사물들을 구분하여 인식하는데 중요한 역할을 할 수 있다. 본 논문에서는 최근 영상 내 객체들의 카테고리 분석을 위해 연구된 PLSA를 기반으로 특이점에 가중치를 부여하여, 보다 유사한 카테고리 간에 인식 성능을 향상시키는 접근법에 대하여 연구하였다. PLSA는 문서기반의 정보검색 분야로부터 소개된 기법으로, 약한 수준의 비감독 방법임에도 불구하고 인상적인 인식성능을 보여준다. 그러나 비슷한 특징점 분포를 보이는 유사한 카테고리 간의 객체 카테고리 인식에 대해서는 비교적 낮은 성능을 보인다. 본 연구에서는 카테고리간의 비교실험을 통해 각 특징점에 대하여 가중치를 부여한 PLSA를 적용하여 유사한 객체 간의 카테고리 인식 가능성을 살펴보았다. 실험에서는 기존의 PLSA 기법과 제안한 가중치를 부여 PLSA 기법을 각각 적용하여 그 성능을 비교하였다. 본 연구에서는 기존 PLSA 기법에서는 비교적 낮은 인식률을 보인 유사한 카테고리 인식에 대하여 실험 결과를 통해 가중치를 부여한 PLSA 기법이 보다 향상된 성능을 보임을 확인하였다.

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An Analysis and Empowerment of Collection Development Department of the National Library of Korea (국가도서관 장서개발부서의 분석 및 역량강화)

  • Yoon, Hee-Yoon
    • Journal of Korean Library and Information Science Society
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    • v.45 no.4
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    • pp.1-20
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    • 2014
  • The goal of this study is to propose the plan for strengthening organizational competences related to the collection development function of the national library. For this goal, author analyzed and compared the organizational characteristics of departments for legal deposit in national libraries of nine developed countries, derived the limitations and weaknesses of legal tasks, policy documents, and collection development tasks by organizational units of the National library of Korea. Based on these results, author suggested the centralization of collection policy and legal deposit function, th name change and total restructuring of collection acquisition division, and its manpower reinforcement, etc.

Object Categorization Using PLSA Based on Weighting (특이점 가중치 기반 PLSA를 이용한 객체 범주화)

  • Song, Hyun-Chul;Whoang, In-Teck;Choi, Kwang-Nam
    • Journal of Internet Computing and Services
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    • v.10 no.4
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    • pp.45-54
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    • 2009
  • In this paper we propose a new approach that recognizes the similar categories by weighting distinctive features. The approach is based on the PLSA that is one of the effective methods for the object categorization. PLSA is introduced from the information retrieval of text domain. PLSA, unsupervised method, shows impressive performance of category recognition. However, it shows relatively low performance for the similar categories which have the analog distribution of the features. In this paper, we consider the effective object categorization for the similar categories by weighting the mainly distinctive features. We present that the proposed algorithm, weighted PLSA, recognizes similar categories. Our method shows better results than the standard PLSA.

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Noun and Keyword Extraction for Information Processing of Korean (한국어 정보처리를 위한 명사 및 키워드 추출)

  • Shin, Seong-Yoon;Rhee, Yang-Won
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.3
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    • pp.51-56
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    • 2009
  • In a language, noun and keyword extraction is a key element in information processing. When it comes to processing Korean language information, however, there are still a lot of problems with noun and keyword extraction. This paper proposes an effective noun extraction method that considers noun emergence features. The proposed method can be effectively used in areas like information retrieval where large volumes of documents and data need to be processed in a fast manner. In this paper, a category-based keyword construction method is also presented that uses an unsupervised learning technique to ensure high volumes of queries are automatically classified. Our experimental results show that the proposed method outperformed both the supervised learning-based X2 method known to excel in keyword extraction and the DF method, in terms o classification precision.

Interactions of Retriever and LLM on Chain-of-Thought Reasoning for Korean Question Answering (검색모델과 LLM의 상호작용을 활용한 사고사슬 기반의 한국어 질의응답)

  • Minjun Park;Myoseop Sim;Kyungkoo Min;Jooyoung Choi;Haemin Jung;Stanley Jungkyu Choi
    • Annual Conference on Human and Language Technology
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    • 2023.10a
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    • pp.618-621
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    • 2023
  • 최근 거대언어모델(LLM)이 기계 번역 및 기계 독해를 포함한 다양한 문제들에서 높은 성능을 보이고 있다. 특히 프롬프트 기반의 대규모 언어 모델은 사고사슬 방식으로 적절한 프롬프팅을 통해 원하는 형식의 답변을 생성할 수 있으며 자연어 추론 단계에서도 높은 정확도를 보여주고 있다. 그러나 근본적으로 LLM의 매개변수에 질문에 관련된 지식이 없거나 최신 정보로 업데이트 되지 않은 경우 추론이 어렵다. 이를 해결하기 위해, 본 연구는 검색문서와 생성모델의 상호작용을 통해 답변하는 한국어 질의응답 모델을 제안한다. 검색이 어려운 경우 생성형 모델을 통해 질문과 관련된 문장을 생성하며, 이는 다시 검색모델과 추론 과정에서 활용된다. 추가로 "판단불가"라는 프롬프팅을 통해 모델이 답변할 수 없는 경우를 스스로 판단하게 한다. 본 연구결과에서 GPT3를 활용한 사고사슬 모델이 63.4의 F1 점수를 보여주며 생성형 모델과 검색모델의 융합이 적절한 프롬프팅을 통해 오픈-도메인 질의응답에서 성능의 향상을 보여준다.

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A Study on Conflict-factors and Influence of the Bremen Controversy of 1905 ('브레멘 학교논쟁'(1905)의 기독교교육 갈등요인에 관한 영향사 연구)

  • Jeongdo An
    • Journal of Christian Education in Korea
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    • v.74
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    • pp.227-253
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    • 2023
  • Purpose of the Study: This paper focuses on a significant historical event, namely the Bremen teachers' movement of 1905, which aimed to abolish religious classes in public schools. By examining an incident in the German history of religious education that remains unfamiliar to the Korean Christian Association, I aim to explore the interconnected diachronic and synchronic influences involved in this particular event. Contents and Method: The religious controversy sparked by the Bremen Teacher's movement of 1905 marked the first official call for reform towards neutral religious education in schools. Several factors contributed to this debate, including the rise of civil society in the 19th century, advancements in science and scholarship, the emergence of social democracy, and the conflict between the Lutheran and Reformed Churches. This paper delves into the historical context of the controversy and analyzes its impact on the develop of religious education in Germany. As reflected in the Bremen Document, the official outcome of the Bremen Teacher's Movement, educators argued for the separation of religion and education, emphasizing that religion is a deeply personal matter. The document called for the adoption of value-neutral moral education in public schools, achieved through objective Bible-History classes. This paper explores the impact of the Bremen School Dispute of 1905 on the development of religious education in Germany. Specifically, the provisions of the Bremen State Constitution of 1948 and the German Basic Law of 1949 were influenced by the controversy, with Article 141 of the Basic Law - known as the 'Bremen Clause' - providing a legal basis for the exclusion of churches from religion-classes at Schools in Bremen. The Bible-History Classes advocated in the Bremen Documents served as the basis for the present-day Bremen religious education curriculum well known for neutral objective religion-classes. Conlusion: This study analyzes the background, content, and influence of the Bremen School Controversy, which remains relatively unknown in Korea. The findings of this study can contribute to the ongoing discussion of Christian school education in Korea, with an emphasis on maintaining a Christian identity while promoting religious publicity in the classroom.

A Study on Maximization of Value of Dokdo as a Tourism Destination for Marine Education (해양교육 관광목적지로서의 독도의 가치 극대화 연구)

  • Lee, Woong-Kyu
    • Journal of Digital Convergence
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    • v.17 no.8
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    • pp.171-185
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    • 2019
  • The purpose of this study was to evaluate and maximize the value of Dokdo as a marine educational tourism destination. The purpose of this study was to contribute to the identification of Dokdo as a unique territory of Korea rather than a disputed territory by further activating Dokdo tourism. The revitalization of Dokdo tourism was reviewed and analyzed from the viewpoint that it is possible when Dokdo is recognized as a destination for marine educational tourism. As a result of reviewing various research papers, periodicals, and government documents published in Korea and abroad, it is necessary to emphasize on-site education such as patriotism, anti-Japanese consciousness, and historical awareness in order to maximize value as a marine educational destination of Dokdo. Points out that it is possible to differentiate from other tourist destinations. Second, it pointed out that Dokdo preserves and develops to maximize the resource value of various tourism resources it possesses. Third, it pointed out to develop specialized tourism resources that can be linked with Dokdo tourism. Fourth, it pointed out that Dokdo will maximize its development potential as a marine educational tourism destination. Fifth, it is pointed out that there is a need to improve the educational program related to Dokdo. Finally, I pointed out that I would like to develop a variety of marine educational tourism contents and tourism programs linked with Ulleungdo.