• Title/Summary/Keyword: 적합도 분석

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Ensemble Projection of Climate Suitability for Alfalfa (Medicago Sativa L.) in Hamkyongbukdo (함경북도 내 미래 알팔파 재배의 기후적합도 앙상블 전망)

  • Hyun Seung Min;Hyun Shinwoo;Kim Kwang Soo
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.44 no.2
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    • pp.71-82
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    • 2024
  • It would be advantageous to grow legume forage crops in order to increase the productivity and sustainability of sloped croplands in Hamkyongbukdo. In particular, the identification of potential cultivation areas for alfalfa in the given region could aid decision-making on policies and management related to forage crop production in the future. This study aimed to analyze the climate suitability of alfalfa in Hamkyongbukdo under current and future climate conditions using the Fuzzy Union model. The climate suitability predicted by the Fuzzy Union model was compared with the actual alfalfa cultivation area in the northern United States. Climate data obtained from 11 global climate models were used as input data for calculation of climate suitability in the study region to examine the uncertainty of projections under future climate conditions. The area where the climate suitability index was greater than a threshold value (22.6) explained about 44% of the variation in actual alfalfa cultivation areas by state in the northern United States. The climatic suitability of alfalfa was projected to decrease in most areas of Hamkyongbukdo under future climate scenarios. The climatic suitability in Onseong and Gyeongwon County was analyzed to be over 88 in the current climate conditions. However, it was projected to decrease by about 66% in the given areas by the 2090s. Our study illustrated that the impact of climate change on suitable cultivation areas was highly variable when different climate data were used as inputs to the Fuzzy Union model. Still, the ensemble of the climate suitability projections for alfalfa was projected to decrease considerably due to summer depression in Hamkyongbukdo. It would be advantageous to predict suitable cultivation areas by adding soil conditions or to predict the climate suitability of other leguminous crops such as hairy vetch, which merits further studies.

A Study on the Structural Relationships of Empowerment, Continuous Learning Activities, and Collaboration in the Effects of Person-Organization and Person-Job Fit on Task Performance : Focusing on Employees in Startups with an Agile Organizational Culture (개인-조직 및 개인-직무 적합성이 과업성과에 미치는 영향에서 임파워먼트, 지속적 학습활동, 협업의 구조적 관계에 관한 연구 : 애자일 조직문화의 스타트업 종사자를 대상으로)

  • Han, Chae-yeon;Ha, Gyu-young
    • Journal of Venture Innovation
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    • v.6 no.3
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    • pp.21-42
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    • 2023
  • The purpose of this study is to examine the structural relationships of empowerment, continuous learning activities, and collaboration in the effects of person-organization fit and person-job fit on task performance among employees of early-stage startups with less than 7 years of experience that have an agile organizational culture. To achieve this purpose, we developed a research model and established hypotheses based on theoretical review and the results of prior research. Data were collected from employees working in startups with less than 7 years of experience that have an agile organizational culture, and a total of 204 responses were utilized for the final analysis. Before hypothesis testing, we examined the characteristics of the sample, conducted confirmatory factor analysis to assess measurement model fit, tested convergent and discriminant validity and analyzed reliability. After confirming the goodness of fit of the structural equation model, it tested the hypotheses, including mediating effects, based on the results of the structural equation model analysis. The results show that person-organization fit has a significant positive effect on empowerment, continuous learning activities, and collaboration. Similarly, person-job fit was found to have a significant positive effect on empowerment, continuous learning activities, and collaboration. However, it was found that empowerment did not have a statistically significant effect on task performance, while continuous learning activities had a significant and negative effect on task performance. Finally, collaboration was found to have a significant positive effect on task performance, and the mediation analysis results indicated that collaboration had a mediating effect on the relationship between person-job fit and task performance. Based on the findings of this study, it discussed the significance of the study and theoretical and practical implications. It also discussed limitations of the research and suggested directions for future research.

Adaptive Binarization for Camera Image by Image Quality Estimation (카메라 영상의 화질 분석에 의한 적응적 이진화)

  • Kim, In-Jung
    • Annual Conference of KIPS
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    • 2006.11a
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    • pp.65-68
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    • 2006
  • 카메라로 촬영한 문서 영상의 분석 및 인식을 위한 적응적 이진화 방법을 제안한다. 먼저 카메라 영상의 화질을 분석하여 정량화하는 방법을 제안한다. 그 후 다양한 화질의 카메라 영상에 대하여 제안한 방법으로 측정한 화질과 그 화질에 적합한 이진화 파라미터간의 상관 관계를 통계적으로 분석한다. 그 후 그들간의 상관 관계를 이용하여 입력 영상의 화질에 적합한 이진화 파라미터를 자동으로 추정하도록 함으로써 화질 변화에 대한 적응력을 강화하였다. 실험을 통해 초점 및 잡영의 상태에 따라 적절한 파라미터를 추정함으로써 화질 변화에 적응하는 결과를 확인하였다.

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Analyses and Comparision of Block Encryption Algorithm in Wireless Network (이동통신망 환경에 적합한 블럭 암호 알고리즘의 비교 분석)

  • Jung Sung-Hyuk;Kim Jung-Tae
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2006.05a
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    • pp.769-772
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    • 2006
  • 본 논문에서는 기존의 관용알고리즘을 비교 분석하고, 유무선 복합 통신망에서의 고속화를 위해 요구되는 암호알고리즘을 비교 분석한다. 기존에 사용되고 있는 블록 알고리즘의 경우, 고비도에 의해서 소프트웨어적 혹은 하드웨어적으로 설계하였을 경우, 현재의 이동통신망에 사용을 하였을 경우, 속도의 차이에 의해 사용이 불가능하다. 따라서, 본 논문에서는 이동통신 환경망에 적합한 블록알고리즘을 제안하고 분석하고자 한다.

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An XAI approach based on Grad-CAM to analyze learning criteria for DCGANS (DCGAN의 학습 기준을 분석하기 위한 Grad-CAM 기반의 XAI 접근 방법)

  • Jin-Ju Ok
    • Annual Conference of KIPS
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    • 2023.11a
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    • pp.479-480
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    • 2023
  • 생성형 인공지능은 학습의 기준을 파악하기 어려운 모델이다. 그 중 DCGAN을 분석하여 판별자를 통해 생성자의 학습 기준을 판단할 수 있는 하나의 방법을 제안하고자 한다. 그 과정에서 XAI 기법인 Grad-CAM을 활용하여 학습 시에 모델이 중요시하는 부분을 분석하여 적합한 학습과 학습에 적합하지 않은 데이터를 분석하는 방법을 소개하고자 한다.

Feasibility Analysis of Introducing CM at Risk Delivery Method to the Korean Public Construction Industry by Analyzing Attributes of the Projects (대상공사의 특성요인 적합도 분석에 의한 공공부문 'CM at Risk 방식' 도입의 타당성 분석)

  • Koh, Min-Hyeok;Kim, Yea-Sang;Kwon, Soon-Wook;Chin, Sang-Yoon
    • Korean Journal of Construction Engineering and Management
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    • v.11 no.2
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    • pp.3-14
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    • 2010
  • A high degree of management skills and functions is essential to the success of construction projects. While the various construction management delivery methods have been realized as the solutions, Korean government is planning to introduce 'CM at Risk Method' to the public construction projects. However, even if its effect has been verified successful in the international market, it must be considered before legally adapting the method that it would be suitable to our public sector, In this respect, the purpose of this study is to evaluate and analyze feasibility of 'CM at Risk Method'. In order to do that, 15 attributes of construction projects were found, which were suitable to 'CM at Risk Method' in general, 'CM at Risk-GMP Method', and 'CM at Risk-Cost Reimbursable Method' and suitability of each attribute to each of 9 categories of public construction facilities was evaluated by questionnaire survey to CM specialists. Results showed that 'CM at Risk Method' might not bring improper effect to the industry but due to the characteristic of public sector, the effect would be very limited.

A Study of multi-channel signal processing algorithm suitable for Digital-transponder (디지털 위성통신중계기시스템에 적합한 다중채널 신호처리 알고리즘 분석)

  • Lee, Jung-sub;Hong, Keun-pyo;Jin, Byoung-il
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.43 no.7
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    • pp.641-647
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    • 2015
  • In this paper, Analyzed the multi-channel signal processing algorithms for digital-transponder. To analyze suitable multi-channel signal processing algorithms, compare algorithms about four criteria. Four criteria are as follows, perfect reconstruction, interference rejection, resource usage and power consumption. Analysis for each algorithm in accordance with these four criteria. then propose the multi-channel signal processing algorithms for digital satellite communication system.

Analysis and Evaluation of Most Clicked Documents of Korean Search Portal (검색 포털의 클릭 집중 문서 분석 평가)

  • Park, So-Yeon
    • Journal of Korean Library and Information Science Society
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    • v.42 no.1
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    • pp.325-338
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    • 2011
  • This study aims to investigate characteristics of most clicked documents of Naver's universal search service. In particular, this study analyzed characteristics of most clicked documents such as click ratio, collection distribution, and yearly distribution. Also, clicked documents were evaluated in terms of relevance, credibility, and currency. In conducting this study, query logs and click logs of unified search service were analyzed. The results of this study show that most clicks occurred in blog collection and average click concentration rate reached almost 50%. Also, the relevance and currency of most clicked documents were quite high, but credibility of these documents were on average level. The results of this study can be implemented to the portal's effective development of searching algorithm and interface.

A Study on the Selection of the Cost-Benefit Analysis for Cybersecurity Investment (사이버보안 투자 비용효과분석 방안 선정에 관한 연구)

  • Kim, Sujin;Kim, Jungduk
    • Annual Conference of KIPS
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    • 2017.04a
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    • pp.370-372
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    • 2017
  • 사이버 위협이 고도화, 지능화되면서 사이버보안 사고로 비롯한 유무형 손실이 점차 증가추세에 있으며, 이러한 피해를 최소화 하기 위해 사이버보안에 대한 필요성이 증대되고 있다. 기업에서는 각종 규제와 법률에 근거하여, 또는 신뢰할 수 있는 서비스를 고객에게 제공하기 위해서 보안 솔루션, 보안 서비스, 보안 컨설팅 등 다양한 방면에서 보안에 대한 투자를 늘리고 있다. 기업의 보안에 대해 투자는 비용과 효과를 분석하여야 효율적이고 효율적인 투자일 것이나, 아직은 이에 적합한 방안이 제시되지 않고 있다. 따라서 본 연구는 사이버보안 환경에 적합한 비용/효과 분석 방안으로 CMU SQUARE 팀의 비용효과분석 프레임워크를 선택하였고, SQUARE의 프레임워크를 기반으로 사이버보안 투자에 적합한 비용/효과 측정 방안을 제시하였다. 특히 기존의 금전적 효과에만 치중되어 연구가 부족했던 정성적 효과를 고려하여, 사이버보안 투자에서 발생되는 효과를 종합적으로 측정할 수 있도록 한다. 본 연구의 결과는 사이버보안과 관련된 투자의 비용/효과를 산출함으로써 기업의 보안 투자 방안 추진의 기준이 될 것이다.

A Development of the Evaluation Metrics of the Object-Oriented Text/Visual Programming Education (객체 지향 텍스트/시각 프로그래밍 교육의 평가 지표 개발)

  • Jung, Deok-Gil;Jung, Min-Po;Cho, Hyuk-Gyu;Lho, Young-Uhg
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2012.10a
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    • pp.331-333
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    • 2012
  • 객체지향 텍스트 프로그래밍 및 시각 프로그래밍 교육에 대한 연구는 학생들이 프로그램 개발을 진행하는 과정 혹은 프로그래밍을 교수하는 방법론과 프로그램 개발을 위한 적합한 분석 및 설계 방법론을 찾는 것이다. 이 논문에서는 컴퓨터 프로그래밍 교육에서 객체지향 텍스트/시각 프로그래밍 교육을 적용하고 평가하기 위한 평가 지표를 개발한다. 이 지표는 시각적 혹은 텍스트 기반 프로그래밍 언어/도구를 사용할 때 학생들의 프로그래밍 교육에 대한 적합성을 측정하고 분석하여 학생들의 이해력, 추상화 능력, 프로그램 구현 능력과 학생들의 수준별 적합성을 측정하고 분석하며, 또한, 측정/분석 방법론을 개발하고 적용하는데 활용할 수 있다.

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