• 제목/요약/키워드: Feature Importance Analysis

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수탁사 개인정보 관리 수준 점검 항목의 상대적 중요도 분석 (Relative Importance Analysis of Management Level Diagnosis for Consignee's Personal Information Protection)

  • 임동성;이상준
    • 예술인문사회 융합 멀티미디어 논문지
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    • 제8권2호
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    • pp.1-11
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    • 2018
  • 최근 ICT와 함께 IoT, 클라우드, 인공지능 등의 신기술들이 정보화 사회를 폭발적으로 변화 시키고 있다. 그러나 APT(Advanced Persistent Threat), 악성 코드, 랜섬웨어 등 최신 위협과 개인정보 처리 위탁 업무 확대로 수탁사 관련 개인정보 유출 사고도 더욱 더 증가하고 있다. 따라서 수탁사 보안 강화를 위해 본 연구는 위수탁 개요 및 특징, 보안 표준 관리 체계, 선행 연구들을 현황 분석하여 점검 항목을 도출하였다. 그리고 수탁관련 정보통신망법, 개인정보보호법 등의 법률들을 분석 매핑한 후 최종 수탁사 개인정보 보호 관리 수준 점검 항목들을 도출하고 이를 토대로 AHP 모형에 적용하여, 점검 항목간 상대적 중요도를 확인하였다. 실증 분석 결과 내부관리체계 수립, 개인정보 암호화, 생명주기, 접근 권한 관리 등의 순으로 중요도 우선 순위가 나타났다. 본 연구의 의의는 수탁사 개인정보 취급시 요구되는 점검 항목을 도출하고 연구 모형을 실증함으로써 고객 정보 유출 위험 감소 및 수탁사의 개인정보 보호 관리 수준을 향상시킬 수 있으며, 점검 항목의 상대적 중요도를 고려하여 점검 활동을 수행한다면 투입 시간 및 비용에 대한 효과성을 높일 수 있을 것이다.

다문화적 시각에서 본 중국 초등학교 도덕과 교과 내용분석 (An Analysis of Moral Textbook in Chinese Primary School with a Multicultural Perspective)

  • 왕금령;박창언;오경희;왕관은
    • 수산해양교육연구
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    • 제23권2호
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    • pp.253-266
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    • 2011
  • The purpose of this study is to analyze the contents of moral textbooks in Chinese elementary school with a multicultural perspective. This can be seen as a plan to prevent conflicts due to migrants in our society. Therefore, the importance of multicultural education in moral education were discussed. And then the contents of Chinese primary moral textbooks(grade 1) was critically analyzed according to content areas. As China was composed of 56 ethnics, the culture of domestic ethnic minority should be understood primarily. As a research result, the educational contents were primarily composed of children's daily lives and social norms which citizens should be abided by. The contents of textbooks do not reflect the feature of china as a typical multi-ethnic society. This can be seen that the Chinese moral education in primary school focuses on social integration. Therefore, we emphasize that the educational contents should be reconstructed with a multicultural perspective. And we hope our research can contribute to recognize and respect the differences between various nations and form a mutually beneficial relationship.

온라인 커뮤니티에서 개인의 참여 동기와 사회적 영향 요인이 몰입에 미치는 영향 (A study on the Effect of Participatory Motives and Social Influence in Online Community on Commitment)

  • 이문봉;김은정
    • 한국정보시스템학회지:정보시스템연구
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    • 제14권2호
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    • pp.191-214
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    • 2005
  • The interests and impacts on the phenomena online are increasing, due to the development of the Internet. Above all, the importance of the online community, which is similar to the community in reality and has a feature being easily committed is on the rise. Firms are transformed into a relationship for successful e-business in line with the online community utilization, as the digitalization society develops. Hereby, this study was intended to empirically analyze the impacts of individual participatory motives (perceived usefulness, perceived. ease of use and perceived playfulness) in the online community and social influences (subjective norm, visibility and image) on the user's attitudinal and behavioral commitment. In the empirical study of this study, a questionnaire survey was conducted targeting individuals who participated in the online community, and the related data was collected through on/offline. Finally, 280 samples were used in the analysis. The results of the major hypotheses test using the covariate structural model analysis are as follows: First, there are differences in the impacts of individual participatory motives in the online community and social influence factors on the commitment. The individual participatory motives in the online community influence the behavioral commitment positively, but the social influence factors are not significant. Second, the attitudinal commitment in the online community shows a mediate effect on the behavioral commitment in the subjective norms and image variables excluding visibility. Third, the relationship between the attitudinal commitment and behavioral commitment is significant.

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텍스타일 디자인 캐드 시스템의 색정리 기능에 대한 정량적 분석 연구 (A Study on the Color Functions of the Textile Design System based on CAD using Image Analysis Methods)

  • 최경미;김종준
    • 패션비즈니스
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    • 제15권4호
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    • pp.43-54
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    • 2011
  • Printing process has been a major sector in the textile industries for a long period of time. With the advent of digital textile printing, the complex procedures of printing preparations and after-treatment processes have been streamlined. For the design of the motives of images to be printed, the use of image handling software, e.g. Photoshop(Adobe), has been of prime importance. Even though the software is extremely useful and functionally versatile, there are many laborious steps involved for the specific textile printing process. The use of a CAD-based textile printing function may help the textile printing process in streamlining the complex processing stages. The image qualities of the output designs have been compared objectively with the aid of several image similarity evaluation schemes including the SSIM, and FSIM Index methods.

의자의 틸트 기능이 사용자의 생체 신호 및 안락도에 미치는 영향 분석 (Analysis of the Impact of Chair Tilt Function on Users' Biometric Signals and Comfort)

  • 경슬기
    • 대한의용생체공학회:의공학회지
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    • 제45권2호
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    • pp.75-80
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    • 2024
  • This research investigates the influence of chair tilt functionality on biometric signals and user comfort, addressing the ergonomic challenges posed by modern sedentary lifestyles. Through an experimental study involving eight male participants, the impact of chair tilt on electromyography (EMG), heart rate, metabolic rate, pressure distribution, and distance between the lumbar spine and the lumbar support part of the chair was measured across different seating postures. The study utilized chairs with both synchronous and non-synchronous tilt mechanisms to explore how adjustments in chair design affect user comfort and physiological responses during prolonged sitting. Key findings suggest that chair tilt functionality can significantly reduce muscle activity and energy expenditure, enhancing user comfort and potentially mitigating health risks associated with prolonged sedentary behavior. Notably, the study revealed a preference among participants for chairs that aligned the rotational center of the tilt with the hip joint, highlighting the importance of this ergonomic feature in enhancing user comfort. Additionally, the research proposes a novel methodology for assessing seating comfort through the analysis of both biometric and physical signals, providing valuable insights for the development of ergonomic chair designs focused on user health and comfort.

객체기반 도로모델을 이용한 고해상도 위성영상에서의 도로 추출 (Road Extraction from High Resolution Satellite Image Using Object-based Road Model)

  • 변영기;한유경;채태병
    • 대한원격탐사학회지
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    • 제27권4호
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    • pp.421-433
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    • 2011
  • 도시 정보시스템 및 위치기반 서비스와 같은 공간정보 분야의 빠른 성장으로 인해 도심지 도로정보 취득 및 갱신에 대한 중요성이 날로 증가하고 있다. 본 연구에서는 고해상도 위성영상으로부터 도로 정보를 추출하기 위하여 최근 화소기반분석의 대안으로 주목을 받고 있는 객체기반 접근법을 이용한 자동 도로추출 방법을 제안한다. 이를 위해 우선 MSRG(Modified Seeded Region Growing)기법을 이용하여 공간객체를 생성한 후, 객체의 형상 특정정보와 인접성을 기반으로 핵심 도로 객체를 자동으로 추출하였다. 또한 추출된 핵심도로 객체와 인접한 객체들과의 공간적 상관성을 이용하여 일부 누락된 도로객체를 추적하였다. 최종적으로 도로의 기하학적인 특성을 이용한 단절된 도로 구간 연결 및 도로 변형 개선 과정을 통하여 최종도로영역을 추출하였다. 제안 기법의 성능 검증을 위한 정량적 평가 결과, 도로영역에 대해 높은 탐지정확도를 보임을 확인하였다. 결과적으로 제안된 방법은 고해상도 위성영상의 도로추출에 유용하게 적용될 수 있으리라 판단된다.

얼굴 특징을 이용한 얼굴영역 검출에 관한 연구 (A study on face area detection using face features)

  • 박병준;김완태;김현식
    • 한국정보전자통신기술학회논문지
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    • 제13권3호
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    • pp.206-211
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    • 2020
  • 얼굴검출 과정은 영상 모니터링에서 매우 중요한 과정이며 생체 인식 기술의 한 종류이다. 검출과정은 변수가 많고 복잡하여 하드웨어가 발전하고 있는 근래에 와서 소프트웨어적인 발전이 이루어지고 있다. CCTV를 이용하는 분야 중 얼굴 검출 기술은 얼굴을 분석하기 이전에 실행되는 과정으로 영상에서 얼굴이 있는 곳을 찾아내는 기술이다. 사람의 얼굴은 조명이나 피부 색, 방향과 각도, 표정 등 여러 가지 환경적 조건에 따라 민감한 반응을 하기 때문에, 얼굴 검출에 관한 연구는 많은 어려움이 있다. 얼굴 검출 기술의 활용성과 중요성은 시간이 지날수록 각광받고 있으나, 얼굴 검출 이전에 선행되어야 하는 얼굴 영역 검출 기술에 대해서는 간과하는 측면이 많다. 본 논문의 시스템은 AdaBoost detector에서 검출 못하는 기울어진 얼굴을 검출할 수 있어 다른 사물의 검출도 같은 기술을 사용할 수 있을 것이다.

비알콜성 지방간 초음파 영상에 GLCM과 인공신경망을 적용한 비알콜성 지방간 질환 분류 (Non-alcoholic Fatty Liver Disease Classification using Gray Level Co-Ocurrence Matrix and Artificial Neural Network on Non-alcoholic Fatty Liver Ultrasound Images)

  • 김지율;예수영
    • 한국방사선학회논문지
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    • 제17권5호
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    • pp.735-742
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    • 2023
  • 비알콜성 지방간은 심혈관계 질환, 당뇨병, 고혈압 및 신장질환의 발생에 있어 독립적인 위험인자에 해당하며, 최근에는 비알콜성 지방간에 대한 임상적 중요성이 증가하고 있다. 본 연구에서는 비알콜성 지방간 환자의 초음파영상에 대하여 질감분석 방법인 GLCM을 적용하여 특징값을 추출하고자 한다. 추출된 특징값들을 이용한 인공신경망 모델의 적용을 통하여 비알콜성 지방간의 지방침착 정도를 정상 간(normal), 경도 지방간(mild), 중등도 지방간(moderate), 중증 지방간(severe)으로 분류를 하고자 한다. GLCM알고리듬 적용 결과 Autocorrelation, Sum of squares, Sum average, Sum variance 파라미터 값들은 경도 지방간, 중등도 지방간을 거쳐 중증 지방간으로 갈수록 특징값의 평균값이 증가하는 경향성을 나타내었다. 인공신경망 모델의 입력은 비알콜성 지방간질환의 초음파영상에 GLCM 알고리듬을 적용하여 추출한 Autocorrelation, Sum of squares, Sum average, Sum variance의 4개의 파라미터들을 인공신경망 모델의 입력값으로 적용하였다. 비알콜성 지방간질환의 초음파영상에 GLCM 알고리듬을 적용하여 추출한 영상을 인공신경망에 적용하여 분류 정확도를 평가한 결과 92.5%의 높은 정확도를 나타내었다. 이러한 결과를 통하여 비알콜성 지방간 환자의 초음파 영상에 대한 질감 분석 GLCM 연구 시 본 연구의 결과를 기초자료로 제시를 하고자 한다.

앤드로지너스 이미지를 응용한 남성 셔츠 디자인 (Men's Shirts Design Applying the Androgynous Image)

  • 강나나;이연희
    • 복식문화연구
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    • 제17권6호
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    • pp.1009-1020
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    • 2009
  • This study aims to express the androgynous image via shirts as a fashion item. Shirts are widely worn as a fashion item regardless of sex and age, with growing importance as a casual outer, with the increase in leisure activities driven by the recent implementation of the 5-Day Work Week system in Korea. As for the theoretical background, the study was reviewed previous studies of books, thesis, a series of publication, and the Internet sites on this topic. Through a careful analysis of these previous studies, it designed and made shirts that inspired by androgynous image. Conclusions of this study are as follows: First, the study found that meanings of symbolism in clothing continue to change, not fixed at all, depending on historic and cultural environments, and so does symbolism for femininity and masculinity of clothing. Second, shirts are widely worn as a fashion item regardless of sex and age, with growing importance as a casual outer, with the increase in leisure activities driven by the recent implementation of the 5-Day Work Week system in Korea. Third, two patters were used for the work in this study in order to emphasize its form, along with mono color white and stripe patterns. For materials, cotton and blend as a most basic material for a shirt were used with unique variations in the form. Fourth, decorative details or trimming such as ribbon tying methods, shirring, attaching in layers, and irregular pleading widely used for women's wear were applied, and silhouettes with strong drape feelings were used to add feminine feature to men' shirts, in an effort to propose a fashion design of the androgynous look. Fifth, clothes proposed in this study are different from feminine clothing item blouse, because they are androgynous shirts mixing masculinity and femininity. Stiff pads were used in collars and cuffs characteristics of men's traditional shirts to maintain masculinity of a shirt, and design was developed by adding feminine decorative elements, which is different from women's blouse.

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Systematic Relationships among Species of the Genus Dendronephthya (Alcyonacea: Octocorallia; Anthozoa) Based on RAPD Analysis

  • Song, Jun-Im;Lee, Young-Ja
    • Animal cells and systems
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    • 제4권1호
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    • pp.1-7
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    • 2000
  • The genus Dendronephthya, generally known as soft corals, is reported as an abundant and variable taxon. They mostly distribute in warmer waters of the Undo-Pacific Ocean region including Korea. In spite of their abundance and ecological importance as habitats of marine organisms, there are difficulties in the study of their identification and systematics because they have morphological variabilities and limited taxonomec characters. To resolve the problems, we attempted to elucidate the genetic relationships in the genus Dendronephthya by using random amplified polymorphic DNA (RAPD) analysis. This study was based on eight dendronephthian species and one Alcyoniidae species, Alcyonium gracillimum, as an outgroup. The results from all analysis suggest that they could be classified into four groups by the growth form and the anthocodial grades as follows: the first one,D. putteri and D. suensoni with the divaricate form and VI grade; the second one,D. sp.1 and D. sp.2 with the divaricate form and III or IV grade; the third one, D. gigantea and D. aurea being closer than D. spinifera with the glomerate form and III grade; the last one, D. castanea related to D. gigantea rather than D. putteri with the umbellate form and IV grade. Moreover, the divaricate form was separated from the group of the glomerate and umbellate form. At the intraspecies level, the types of the D. castanea, D. gigantea and D. spinifera were separated depending on the feature of spicules in the polyp head, and the coloration could not influence genetic variation. From this study, we can confirm that their morphological characters are compatible with the genetic variation, also RAPD analysis is a very useful method for resolving the systematic relationships of den-deonephthians.

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