• Title/Summary/Keyword: 분석변수 체계화

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Classification by Clustering Analysis for Watersheds Measuring Sediment Yield (유사량 측정 유역 군집분석에 따른 분류)

  • Shin, Seung Sook;Park, Sang Deog;Park, Sangyeon;Yun, Minu
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.114-114
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    • 2017
  • 하천의 유사량 자료는 하상변동 예측, 저수지 퇴사량 추정, 유사조절 계획 수립 등 유역과 하천관리 그리고 하천 시설물 관리를 위해 필요하다. 최근 4대강 사업구간에 대한 담수용 보로 유입되는 유사량과 하천 유사의 종횡단적 분포와 하상변동량 등의 산정에 기초자료로 활용하고자 유사량 관측망이 구축되어 있다. 본 연구에서는 하천 유사량에 영향을 미치는 유역특성인자에 대한 군집분석을 통해 유사 발생 유역을 분류하고자 한다. 체계화된 유량 및 유사량 측정 방법에 의해 신뢰할만한 유량-총유사량 관계식을 갖는 유량조사사업단의 35개 유역을 대상으로 한다. 유역 군집분석을 수행하고자 유역과 하천에 대한 지형인자, 토양인자, 토지이용 등의 유역특성 매개변수 자료를 수집하였고, 매개변수별 유사도거리 산정에 오류를 줄이기 위해 매개변수를 무차원화 하였다. 유역의 비유사량은 유역면적, 유역경사, 토성, 토지이용 등에 영향을 받았다. K-means 기법에 의해 군집분석을 수행한 결과 유사량 측정 유역은 A, B, C, D 4개의 그룹으로 분류되었다. B그룹 유역은 첨두홍수량이 크고 발생시간이 짧은 유역 및 하천 조건을 가지고 있었으며, 직접유출이 증가하는 지표조건과 침식이 활발한 토양조건을 갖는 것으로 파악되었다. 그룹별로 실측 비유사량을 검토한 결과 B그룹에 포함된 유역의 유사량이 다른 유역에 비해 상대적으로 크게 발생하였다. 이러한 결과는 유역특성 매개변수의 군집분석을 통한 유역의 군집분류가 유역과 하천의 유사관리 측면에서 유용한 관리방안으로 활용될 수 있음을 의미한다.

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A Study on the Determinants of Success in Technology Commercialization of Innovative Technology SMEs : With a Focus on the New Excellent Technology(NET) Certification System (기술혁신형 중소기업의 기술사업화 성공 결정요인에 관한 연구: 신기술(NET) 인증제도를 중심으로)

  • Ma, Changwhan;Choi, Gyung-hyun
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.16 no.2
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    • pp.95-108
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    • 2021
  • Technology innovation activities are very important for companies to secure technological competitiveness and continue to grow. Korea operates a certification system at the national level to promote corporate innovation activities, and strives to enhance SMEs' global technological competitiveness. Among these, the representative system related to technological innovation is the New Excellent Technology (NET) certification. NET is certified through a strict three-stage screening process, and is operated for the purpose of commercialization of new technology, technology trading, and promotion of early market entry by companies. Acquiring NET certification means that the company has a certain level of technological competitiveness. Therefore, this study attempted to conduct an empirical analysis on which technology innovation activities of companies affect the success of R&D projects and improvement of management performance, centering on NET certification system. To verify this, technology strategy, technology planning, systematic R&D process, internal cooperation, and external cooperation activities were set as major variables. As a result of the empirical analysis, it was confirmed that all variables set in this study individually contributed to the success of the R&D project and improvement of management performance. However, when looking at a comprehensive level that considers all variables, it was analyzed that systematic R&D process management and cooperation activities with external organizations have a statistically significant effect on R&D project success, and technology strategy establishment and technology planning activities, which are the initial stages of R&D, have a statistically significant effect on management performance. This study was conducted on innovation-oriented SMEs that have established and operated corporate R&D centers and are actively conducting R&D activities, and multiple regression analysis was used as an analysis method.

A Study on the Factors that Affect Students' Reading Ability - focused on Jeollabuk-do (학생 독서능력에 대한 독서환경, 독서경험, 독서교육의 영향관계에 관한 연구 - 전라북도를 중심으로)

  • Kim, Sung-Jun
    • Journal of Korean Library and Information Science Society
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    • v.45 no.2
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    • pp.51-71
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    • 2014
  • This study investigated an actual condition of students' reading through the survey from 1,285 students in Jeollabuk-do and analysed the casual relationships which affect students' reading ability. 4 variables selected in this study are students' reading ability, reading environment, reading education and reading experiences. The results are as follow: the level of students' reading experience which means the number of books they read and time they consumed for reading is very low compared to the other variables. The reading level of elementary students is revealed higher than that of middle and high school students. The relationships among variables found out through the analysis are that reading education is influenced by reading environment, reading experience is affected by reading education and eventually reading ability is mainly affected by students' reading experience. Through these findings, this study proposed that expansion of students' reading experience and systematization of reading education are needed to strengthen their reading ability effectively.

Correlations among Self-directed Learning, Confidence of Performance in Core Nursing Skills, Clinical Learning Environment and Clinical Competency in Nursing Students (간호대학생의 자기주도학습, 핵심간호술 수행자신감, 임상실습 교육환경과 임상수행능력 간의 관계)

  • Yoon-Jung Koo
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.1
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    • pp.501-511
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    • 2023
  • Purpose: The purpose of this study was to investigate relationship among self-directed learning, confidence of performance, clinical learning environment and Clinical Competency of nursing students. Methods: 178 nursing students participated. Data analysis was performed using descriptive statistics, t-test, ANOVA and pearson's correlation coefficients with IBM SPSS Statistics 21.0. Results: Mean score of self-directed learning, confidence of performance, clinical learning environment and clinical competency was 3.36, 3.42, 3.20 and 3.66 points. There was significant positive correlation among self-directed learning, confidence of performance, clinical learning environment and clinical competency. Conclusion: Therefore, in order to improve the clinical competency of nursing students, it is necessary to systematize core nursing skills education and continuously improve the clinical learning environment through close industry-academia cooperation and relationship.

A Systematic Method for SPICE Simulation of Electrical Characteristics of Poly-Si TFT-LCD Pixel (SPICE를 사용한 다결정 실리콘 TFT-LCD 화소의 전기적 특성 시뮬레이션 방법의 체계화)

  • Son, Myung-Sik;Ryu, Jae-Il;Shim, Seong-Yung;Jang, Jin;Yoo Keon-Ho
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.38 no.12
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    • pp.25-35
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    • 2001
  • In order to analyze the electrical characteristics of complicated thin film transistor-liquid crystal display (TFT-LCD) array circuits, it is indispensible to use simulation programs such as PSPICE and AIM-SPICE. In this paper, we present a systematic method of extracting the input parameters of poly-Si TFT for SPICE simulations. This method was applied to two different types of poly-Si TFTs, fabricated by excimer laser annealing and silicide mediated crystallization methods, and yielded good fitting results to experimental data. Among the SPICE simulators, PSPICE has the graphic user interface feature making the composition of complicated circuits easier. We added successfully a poly-Si TFT device model to the PSPICE simulator, and analyzed easily the electrical characteristics of pixels considering the line RC delay. The results of this work would contribute to efficient simulations of poly-Si TFT-LCD arrays.

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A Study on the Determinant Factors for Dining at Family Restaurant in Sunchon City (순천시의 훼밀리레스토랑을 이용하는 고객들의 외식결정요인에 관한 연구)

  • 강종헌
    • Korean journal of food and cookery science
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    • v.17 no.6
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    • pp.571-582
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    • 2001
  • The purpose of this study was to identify important selection attributes of customers for dining at family restaurants, and the determinant and predicting factors in customers' intentions of revisiting. A closed-ended questionnaire was used, and a systematic sampling approach was employed to survey a sample of customers in family restaurants. A total of 124 questionnaires were used for analysis among 300 distributed. Multivariate analysis(factor and regression analysis) was performed for 19 selection attributes measured on a five-point scale. A four-dimensional structure(harmonized decoration consistent service, valuable food, and attractive facility) was established from 19 selection attributes. The results of the study showed that three dimensions were significantly related with the customer's intention of revisiting. The dimension of consistent service had the greatest impact on customers' choice. It was clear that a family restaurant manager's emphasis on only one dimension to attract customers might not be as effective as applying a multi-dimensional strategy.

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Comparative Analysis on the Green Productivity and Its Determinants among G20 Countries (G20 국가들의 녹색생산성과 그 결정요인의 비교분석)

  • Choi, Yongrok
    • International Area Studies Review
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    • v.15 no.3
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    • pp.307-324
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    • 2011
  • The global economic crisis made most of governments to overcome the economic depression as well as the challenging tasks for global warming. It is not easy political vision to harmonize these two rabbits race, and thus it needs to be developed new paradigm for the sustainable development. Unfortunately, the traditional cost-approach based productivity could not resolve this trade-off relation. Therefore, the paper is aimed to develop new approach on the green productivity index with the DEA models in the 1st stage, and then based on these green productivity scores, the paper is analyzed the determinants of these green productivity in the 2nd stage among the G 20 countries. The empirical result shows that the effect of GDP, carbon intensity, and capital and labor intensity toward the green growth is positive on the green productivity, while the level of government efforts is not significant on the green productivity.

Development of efficient method to reduce the computation time for transient stability time simulation program (과도안정도 시모의해석법의 계산속도 개선 및 프로그램 개발에 관한 연구)

  • Moon, Young-Hyun
    • Proceedings of the KIEE Conference
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    • 2001.11b
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    • pp.88-91
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    • 2001
  • 본 연구에서는 전력계동의 다이나믹스를 정확하게 표현할 수 있는 기계적 시스템인 등가역학 모델(Equivalent Mechanical Model: EMM)을 제안하고, 이를 기초로 확고한 수학적 해석을 통해 에너지 함수의 유도 방법을 체계화 하고 물리적 의미를 파악함으로써 에너지 함수를 이용한 시스템 해석에 대한 이론적 배경을 마련한다. 또한 시영역 모의법을 이용한 과도안정도 해석의 간접법에서 SI법중 Trapezoidal법에서의 오차를 줄일수 있는 알고리즘을 제시한다. 먼저 수학적 이론을 바탕으로 전력계통에 적용하여 상태변수를 업데이트 시킴으로써 Trapezoidal법에서보다 더 정확한 데이터를 얻고자 한다. 본 연구에서는 명확한 수학적 이론의 적용을 위해 1기 무한대 모선을 모델로 시뮬레이션 하였으며 결과의 비교분석을 위해 Runge-Kutta법에 의한 시영역 모의와 비교하였다.

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A Study on Parameters Estimation of Storage Function Model Using the Genetic Algorithms (유전자 알고리듬을 이용한 저류함수모형의 매개변수 추정에 관한 연구)

  • Park, Bong-Jin;Cha, Hyeong-Seon;Kim, Ju-Hwan
    • Journal of Korea Water Resources Association
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    • v.30 no.4
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    • pp.347-355
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    • 1997
  • In this study, the applicability of genetic algorithms into the parameter estimation of storage function method for flood routing model is investigated. Genetic algorithm is mathematically established theory based on the process of Darwinian natural selection and survival of fittest. It can be represented as a kind of search algorithms for optima point in solution space and make a reach on optimal solutions through performance improvement of assumed model by applying the natural selection of life as mechanical learning province. Flood events recorded in the Daechung dam are selected and used for the parameter estimation and verification of the proposed parameter estimation method by the split sample method. The results are analyzed that the performance of the model are improved including peak discharge and time to peak and shown that the parameter Rsa, and f1 are most sensitive to storage function model. Based on the analysis for estimated parameters and the comparison with the results from experimental equations, the applicability of genetic algorithm is verified and the improvements of those equations will be used for the augmentation of flood control efficiency.

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