• 제목/요약/키워드: robust analysis

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공공기관 개인정보보호 관리 수준 진단에서 평가 체계로의 전환 : 정책적 접근 및 제언 (Transition from Diagnosis to Assessment System in Public Institution Personal Information Protection Management: Policy Approaches and Recommendations)

  • 홍윤희
    • 정보보호학회논문지
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    • 제34권4호
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    • pp.801-809
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    • 2024
  • 본 논문은 정보기술 시대에서 강조되는 개인 정보의 중요성과 공공기관의 개인 정보 관리의 필요성을 다룬다. 공공기관에서 처리하는 개인 정보의 양이 지속해서 증가함에 따라, 더욱 효과적인 관리체계의 필요성이 대두되었다. 이에 따라, 정부는 기존의 개인 정보 관리 수준 진단 방식을 넘어서, 더욱 강화된 평가 중심의 체계인 '개인정보 보호 수준 평가제'를 도입하였다. 본 연구는 이러한 체계 전환의 배경, 과정, 그리고 2024년에 시행된 개인정보보호법 개정안의 주요 내용을 분석한다. 또한, 문헌조사 및 사례분석을 통해 공공기관 개인정보보호 관리 수준 진단의 현황 및 한계를 평가하고, 체계 전환 후 예상되는 개선 효과와 정책적 제언을 제공한다. 본 연구는 개인정보보호 정책의 강화가 국민 신뢰 제고 및 디지털 시대의 안정적 발전에 이바지할 것으로 전망한다.

추억 회상이 브랜드 관계에 미치는 영향 -캐릭터 컬래버레이션 패션상품을 대상으로- (Impact of Recollection on Brand Relationships -Focusing on Character Collaboration Fashion Products-)

  • 선준호;김수민;이규혜
    • 한국의류학회지
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    • 제48권4호
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    • pp.793-807
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    • 2024
  • In response to the growing focus on products utilizing character IP in retail, this study investigated the impact of consumers' recollection of character IP fashion products on brand relationship formation. Furthermore, it explores the moderating effect of consumer preferences for collaboration series on this relationship. Participants were consumers who recalled character IP fashion products, and the analysis was conducted using PLS-SEM. The findings show that consumer recollection associated with character IP in fashion products positively affects brand attachment, leading to a positive impact on brand attitude and brand loyalty. The study also highlights the effectiveness of repeated exposure to similar products as an effective marketing strategy. Furthermore, a positive synergy between brand attachment and preferences for collaboration series enhances brand loyalty by influencing consumer attitudes. The study suggests that collaboration series marketing strategies affect consumers' perceptions of novelty and alter their expectations. This research has significant academic and practical implications, demonstrating the effectiveness of marketing through collaboration series and revealing how character IP in fashion products, commonly used by fashion brands, shapes brand-consumer relationships. The findings provide a robust theoretical foundation for marketing strategies leveraging character IP.

Size-dependent free vibration of coated functionally graded graphene reinforced nanoplates rested on viscoelastic medium

  • Ali Alnujaie;Ahmed A. Daikh;Mofareh H. Ghazwani;Amr E. Assie;Mohamed A Eltaher
    • Advances in nano research
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    • 제17권2호
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    • pp.181-195
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    • 2024
  • This study introduces a novel functionally graded material model, termed the "Coated Functionally Graded Graphene-Reinforced Composite (FG GRC)" model, for investigating the free vibration response of plates, highlighting its potential to advance the understanding and application of material property variations in structural engineering. Two types of coated FG GRC plates are examined: Hardcore and Softcore, and five distribution patterns are proposed, namely FG-A, FG-B, FG-C, FG-D, and FG-E. A modified displacement field is proposed based on the higher-order shear deformation theory, effectively reducing the number of variables from five to four while accurately accounting for shear deformation effects. To solve the equations of motion, an analytical solution based on the Galerkin approach was developed for FG GRC plates resting on a viscoelastic Winkler/Pasternak foundation, applicable to various boundary conditions. A comprehensive parametric analysis elucidates the impact of multiple factors on the fundamental frequencies. These factors encompass the types and distribution patterns of the coated FG GRC plates, gradient material distribution, porosities, nonlocal length scale parameter, gradient material scale parameter, nanoplate geometry, and variations in the elastic foundation. Our theoretical research aims to overcome the inherent challenges in modeling structures, providing a robust alternative to experimental analyses of the mechanical behavior of complex structures.

Proposing a multi-mushroom structural system for enhanced seismic performance in large-plan low-rise reinforced concrete buildings

  • Mahmoud Alhashash;Ahed Habib;Mahmood Hosseini
    • Structural Engineering and Mechanics
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    • 제91권5호
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    • pp.487-502
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    • 2024
  • This study introduces a novel 'multi-mushroom' structural system designed to improve seismic performance in lowrise buildings. Traditional low-rise structures tend to favor sliding over rocking due to their smaller aspect ratios despite the rocking system's superior seismic response reduction. Rocking designs allow structures to pivot at their base during seismic events, reducing damage by dissipating energy. The proposed multi-mushroom system divides the building into four equal sections with small gaps in between, each capable of independent rocking. Numerical analyses are conducted using scaled earthquake records from far- and near-source events to evaluate this system's performance. The results indicated that the multimushroom system significantly reduces plastic hinge formation compared to conventional designs. The system also demonstrated enhanced beam performance and a robust base girder, contributing to reduced collapse vulnerability. The 3-story model exhibited the most favorable behavior, effectively mitigating peak roof drift values, where the rocking system achieved a 21% reduction in mean roof displacement for near-field records and 15% for far-field records. However, the 5-story configuration showed increased roof displacement, and the 7-story model recorded higher incidences of collapse prevention (CP) hinges, indicating areas for further optimization. Overall, the multi-mushroom system enhances seismic resilience by minimizing plastic hinge formation and improving structural integrity. While the system shows significant promise for low-rise buildings, challenges related to roof displacement and inter-story drift ratio in taller structures necessitate further research. These findings suggest that the multi-mushroom system offers a viable solution for seismic risk reduction, contributing to safer and more sustainable urban development in earthquake-prone areas.

혼합군집분석 기법을 이용한 도로 교통량의 첨두율 산정 (Calculation of the Peak-hour Ratio for Road Traffic Volumes using a Hybrid Clustering Technique)

  • 김형주;장수은
    • 대한교통학회지
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    • 제30권1호
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    • pp.19-30
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    • 2012
  • 하루 동안 발생하는 교통수요는 대부분 특정 시간대에 집중됨으로써 수요 및 편익 산정에 어려움을 초래한다. 따라서 보다 신뢰성 높은 결과를 산출하기 위해서는 시간대별 특성을 고려할 필요가 있다. 이를 위한 첨두/비첨두의 1시간 통행량으로 환산하는 방법으로는 직관적 방법, 경험적 방법, 통계적 방법 등이 있다. 본 연구에서는 통계적 방법의 일환인 혼합군집분석 기법을 적용하여 첨두/비첨두/심야시간에 대한 지속시간과 집중률을 산정한다. 한국건설기술연구원이 제공하는 2009년 전국 24시간 수시교통량 자료를 이용하였으며, 차종별 특성을 살펴보기 위해 승용차, 트럭, 전차종 등으로 나누어 분석을 실시하였다. 분석결과의 검증을 위해 한국도로공사의 TCS 통행시간 자료를 이용하였다. 검증결과 본 연구결과가 타 연구에 비해 비첨두/심야 시간에는 오차율이 낮으며, 첨두시에는 통행거리가 멀어질수록 오차율이 높아지는 결과를 보였다. 본 연구결과는 임의성을 배제할 수 있으며, 첨두율 추정치에 대한 신뢰성 검증을 수행할 수 있어 보다 안정적인 방법론이라 평가할 수 있을 것이다. 본 연구의 결과가 향후 교통수요 분석의 신뢰성 향상에 일조할 수 있기를 기대한다.

Analysis of a Large-scale Protein Structural Interactome: Ageing Protein structures and the most important protein domain

  • Bolser, Dan;Dafas, Panos;Harrington, Richard;Schroeder, Michael;Park, Jong
    • 한국생물정보학회:학술대회논문집
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    • 한국생물정보시스템생물학회 2003년도 제2차 연례학술대회 발표논문집
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    • pp.26-51
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    • 2003
  • Large scale protein interaction maps provide a new, global perspective with which to analyse protein function. PSIMAP, the Protein Structural Interactome Map, is a database of all the structurally observed interactions between superfamilies of protein domains with known three-dimensional structure in thePDB. PSIMAP incorporates both functional and evolutionary information into a single network. It makes it possible to age protein domains in terms of taxonomic diversity, interaction and function. One consequence of it is to predict the most important protein domain structure in evolution. We present a global analysis of PSIMAP using several distinct network measures relating to centrality, interactivity, fault-tolerance, and taxonomic diversity. We found the following results: ${\bullet}$ Centrality: we show that the center and barycenter of PSIMAP do not coincide, and that the superfamilies forming the barycenter relate to very general functions, while those constituting the center relate to enzymatic activity. ${\bullet}$ Interactivity: we identify the P-loop and immunoglobulin superfamilies as the most highly interactive. We successfully use connectivity and cluster index, which characterise the connectivity of a superfamily's neighbourhood, to discover superfamilies of complex I and II. This is particularly significant as the structure of complex I is not yet solved. ${\bullet}$ Taxonomic diversity: we found that highly interactive superfamilies are in general taxonomically very diverse and are thus amongst the oldest. This led to the prediction of the oldest and most important protein domain in evolution of lift. ${\bullet}$ Fault-tolerance: we found that the network is very robust as for the majority of superfamilies removal from the network will not break up the network. Overall, we can single out the P-loop containing nucleotide triphosphate hydrolases superfamily as it is the most highly connected and has the highest taxonomic diversity. In addition, this superfamily has the highest interaction rank, is the barycenter of the network (it has the shortest average path to every other superfamily in the network), and is an articulation vertex, whose removal will disconnect the network. More generally, we conclude that the graph-theoretic and taxonomic analysis of PSIMAP is an important step towards the understanding of protein function and could be an important tool for tracing the evolution of life at the molecular level.

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서울시 대기 중 PM2.5 농도 개선과 조기사망 감소 효과 (Improvement of Atmospheric PM2.5 Levels and Related Premature Deaths in Seoul, Korea)

  • 배현주;신지영;박찬구;정권;이상열;김민영;박정임
    • 한국대기환경학회지
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    • 제26권1호
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    • pp.10-20
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    • 2010
  • In recent studies, $PM_{2.5}$ has been reported to be more harmful to human health than $PM_{10}$ because it penetrates more deeply into the lung. We estimated $PM_{2.5}$ related health benefits in Seoul from implementing the World Health Organization (WHO)'s guidelines (annual average $10{\mu}g/m^3$, 24-hour average $25{\mu}g/m^3$) and U.S. Environmental Protection Agency (EPA)'s National Ambient Air Quality Standard (annual average $15{\mu}g/m^3$, 24-hour average $35{\mu}g/m^3$). U.S. EPA's Environmental Benefits Mapping and Analysis Program was utilized for the analysis. It was predicted that the attainment of the WHO annual guideline and U.S. EPA's annual standard, relative to the concentration in 2006, would result in reduction of 2,333~2,895 premature deaths and 1,703~2,121 premature deaths, respectively. If the WHO and EPA's daily standard for $PM_{2.5}$ are attained, 1,211~1,394 and 1,012~1,165 premature deaths could be avoided, respectively. Sensitivity analyses indicated that the estimates were robust regardless of air quality simulation methods for attaining the $PM_{2.5}$ goals. This study provides a quantitative approach to evaluate health risks from air pollution as well as to assess the potential health benefits of improving atmospheric $PM_{2.5}$ concentration. Even considering the intrinsic limitations and uncertainties of the analysis, it is an important information to rationalize the enforcement of $PM_{2.5}$ management policies and measures in Seoul, Korea.

2차원 단순 물체의 초공동 유동에 대한 수치해석 (Numerical Analysis of Supercavitating Flows of Two-Dimensional Simple Bodies)

  • 이현배;최정규;김형태
    • 대한조선학회논문집
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    • 제50권6호
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    • pp.436-449
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    • 2013
  • In this paper, a numerical analysis is carried out to study the characteristics of supercavitating flows and the drag of relatively simple two-dimensional and axisymmetric bodies which can be used for supercavity generation device, cavitator, of a high-speed underwater vehicle. In order to investigate the suitability of numerical models, cavity flows around the hemispherical head form and two-dimensional wedge are calculated with combinations of three turbulence models(standard $k-{\epsilon}$, realizable $k-{\epsilon}$, Reynolds stress) and two cavitation models(Schnerr-Sauer, Zwart-Gerber-Belamri). From the results, it is confirmed that the calculated cavity flow is more affected by the turbulence model than the cavitation model. For the calculation of steady state cavity flows, the convergence in case of the realizable $k-{\epsilon}$ model is better than the other turbulence models. The numerical result of the Schnerr-Sauer cavitation model is changed less by turbulence model and more robust than the Zwart-Gerber-Belamri model. Thus the realizable $k-{\epsilon}$ turbulence model and the Schnerr-Sauer cavitation model are applied to calculate supercavitating flows around disks, two dimensional $10^{\circ}$ and $30^{\circ}$ wedges. In case of the disk, the cavitation number dependences of the cavity size and the drag coefficient predicted are similar to either experimental data or Reichardt's semi-empirical equations, but the drag coefficient is overestimated about 3% higher than the Reichardt's equation. In case of the wedges, the cavitation number dependences of the cavity size are similar to experimental data and Newman's linear theory, and the agreement of the cavity length predicted and Newman's linear theory becomes better as decreasing cavitation number. However, the drag coefficients of wedges agree more with experimental data than those of Newman's analytic solution. The cavitation number dependences of the drag coefficients of both the disk and the wedge appear linear and simple formula for estimating the drag of supercavitating disks and wedges are suggested. Consequently, the CFD scheme of this study can be applied for numerical analysis of supercavitating flows of the cavitator and the cavitator design.

폐 한방슬러지를 이용한 팽이버섯의 배지개발 (Medium development of Flammulina velutipes by using herb medicine refuse)

  • 서권일;김철호;서동철;이성태;박경욱;이창윤;이상원
    • 한국버섯학회지
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    • 제12권1호
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    • pp.17-23
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    • 2014
  • 폐 한방슬러지의 pH는 5.3으로 주재료인 콘코프의 pH 5.2와 비슷하였으나, 환원당 함량은 4.8 mg/g으로 콘코프의 1.9 mg/g 보다 2.5배 높게 나타났다. 평판배지를 사용하여 폐 한방슬러지의 첨가농도를 검토한 결과 폐 한방슬러지를 첨가하지 않은 대조구보다 5, 15 및 10%(w/w) 첨가 순으로 팽이버섯 균사 성장이 왕성하였다. 콘코프 및 미송톱밥배지에 폐 한방슬러지를 각각 10% 첨가하여 제조한 배지를 시험관에 충진시킨 다음 팽이버섯 액체종균을 접종하여 $25^{\circ}C$에서 6일 동안 배양한 결과 대조구에서는 약 2.2~3.4 cm, 시험구에서는 약 5.8~6.4 cm의 균사성장이 이루어졌다. 그리고 팽이버섯뿐만 아니라 표고버섯 및 녹각버섯(영지버섯 일종)을 접종한 시험구에서도 동일한 결과를 얻었다. 폐 한방슬러지를 10% 첨가한 배지로 현장실험을 행한 결과 팽이버섯의 수확량은 대조구보다 약 5%정도 떨어졌지만 기형버섯 발생율과 2등품 버섯의 생산량은 시험구에서 월등하게 적었다. 팽이버섯의 생산량이 16만병/1일 행하는 재배사를 기준으로 경제성 분석을 행한 결과 당해 년에는 약 5천만원이 절약되고 그 다음해부터는 인건비와 운영비를 제외한 약 1억3천만원의 생산단가 절약이 예상되었다.

근적외선 분광법에 의한 사초의 성분추정 (Prediction on the Quality of Forage Crop by Near Infrared Reflectance Spectroscopy)

  • 이효원;김종덕;김원호;이종경
    • 한국초지조사료학회지
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    • 제29권1호
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    • pp.31-36
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    • 2009
  • 본 연구는 청예용 사초의 질을 신속하고 정확하게 측정할 수 있는 대안을 모색하기 위하여수행하였다. 근적외선분광분석법을 이용한 사초의 분석가능성을 타진하기 위해 2002년부터 2007년에 거쳐 생산된 각종 사초 258점을 시료로 사용하였다. 즉 시료는 조단백질, 조섬유, NDF, ADF 그리고 건물소화율을 분석하였으며, 또한 NIR System으로 $400{\sim}2,400nm$ 사이의 파장을 얻었다. 그리고 파장과 습식분석치를 이용하여 중회귀식을 만들고 이것을 사용하여 미지의 시료를 분석할 수 있는가를 검증하였다. 근적외선 분석법의 중요한 지표인 결정계수 $r^2$와 표준오차이며 본 실험의 결과 검증식의 $r^2$는 CP(crude protein), CF(crude fiber), ADF (acid detergent fiber), NDF (neutral detergent fiber) 그리고 IVTD(in vitro true digestibility)에서 각 각 0.70, 0.86, 0.94, 0.94 그리고 0.89였다. 검량식은 그 값이 0.47, 0.39, 0.89, 0.90 그리고 0.61이었다. 본 실험 결과 근적외선분광법에 의한 청예사료 질평가가 가능하며 특히 조섬유, ADF 그리고 진정인비트로 소화율 (IVTD)에서 유효할 것으로 나타났다. 그러나 보다 정확한 결과를 얻기 위해서는 시료는 한국사초의 대표성을 갖는 것을 수집하여 사용해야 할 것이다. 앞으로 더 많은 시료를 추가하면 모든 사초를 분석할 강고한 검량식이 작성될 수 있을 것으로 기대된다.