• Title/Summary/Keyword: 적합도 분석

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Development of Measurement Tool for Students with Nurological Problems (뇌신경생물학적 문제로 발생하는 학습 부진 (난독증)검사도구 개발)

  • Song, Hong-Jun;Lee, Byung-Kwan;Hyun, Sang-Tae
    • The Journal of the Korea Contents Association
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    • v.15 no.11
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    • pp.374-385
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    • 2015
  • This purpose of study is to develop a dyslexia check list for students in middle and high school. To ensure the contents validity, researching related studies was conducted, and then factors and items were made under the 5 experts advisory. The pilot test was done on 265 students who are in middle and high school. To obtain the reliability, SPSS 21,0 was conducted as exploratory factor analysis and to confirm the goodness of fit test, AMOS 7.0 was done as confirmatory factor analysis. The results of study are as below, firstly, 8 measure factors and 34 items were ensured. Secondly, in exploratory analysis, Crombach ${\alpha}=.920$ was obtained, it was high value. Thirdly. in confirmatory factor analysis, the absolute fit index : GFI=.920, RMR=.057, RMSEA=.062 and incremental fit index : CGI=.960, TLI=.977 were ensured. Above results, the developed measurement tool for students in middle and high school in this study was confirmed as a suitable one.

Computation of composite suitability index for fish and macroinvertebrate species in the Gongneung River (공릉천에서의 어류와 저서무척추 동물에 대한 복합 서식처 적합도 지수의 계산)

  • Kim, Seung Ki;Choi, Sung-Uk
    • Ecology and Resilient Infrastructure
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    • v.4 no.2
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    • pp.105-114
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    • 2017
  • This study performed physical habitat simulation for fish and macroinvertebrate species in the Gongneung River. Target fishes were selected as Rhinogobius brunneus and Zacco platypus. Target macroinvertebrate species were selected as Hydropsyche kozhantschikovi and Chironomidae. Habitat suitability curves were constructed by using monitoring data from the monitoring project which is called "the survey and evaluation of aquatic ecosystem health". For calculation of CSI, weighted mean method was used. For macroinvertebrates species, the weighting factor derived from analytic hierarchy method was considered. River2D, which is capable to simulate flow in two-dimensional space, was selected for flow computation. Composite suitability index was simulated for target fish and macroinvertebrate species for discharge of drought, low, normal, and averaged-wet flow. Simulation results show that Chironomidae and Hydropsyche kozhantschikovi prefer the pool and riffle habitat, respectively. Rhinogobius brunneus and Zacco platypus show high suitability in riffle habitat.

Size Distribution of Suspended Cohesive Sediment (점착성 유사의 입도분포 특성 분석)

  • Son, Minwoo;Park, Byeoung Eun;Byun, Jisun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2019.05a
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    • pp.246-246
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    • 2019
  • 점착성 유사는 비점착성 유사보다 작은 입자 크기를 가지며 전자기적 점착력에 의해 연속적인 응집과 파괴의 과정인 응집현상을 겪는다. 응집현상에 의해 생긴 유사 덩어리를 플럭(Floc)이라고 하며 유사의 응집현상은 점착성 유사가 가지는 입자 크기, 침강속도, 밀도를 변화시킨다. 유사의 이동은 크기, 침강속도, 밀도에 영향을 받는다. 따라서 점착성 유사의 여러 특성에 관여하는 입자의 크기에 대한 충분한 이해는 점착성 유사의 이동을 파악하는 데에 필수적이다. 본 연구에서는 점착성 유사의 여러 특성 중, 입자 크기 분포에 대한 특성을 분석하는 것을 수행하였다. 일반적으로 점착성 유사의 연구에서 입도 분포는 Log-normal 분포로 가정하여 사용되고 있다. 그러나 그 적합성에 대해서는 검증된 바가 없다. 따라서 과거 연구에서 조사된 점착성 유사의 입도 분포 자료를 현장에서 측정된 자료와 실험실에서 측정된 자료로 나누어 수집한 후, 표본에 통계학적인 방법인 적합도 검정을 사용하여 실제 어떠한 분포를 모사하는지 살펴보았다. 적합도 검정은 Kolmogorov- Smirnov (K-S)검정을 이용하였으며 K-S 검정의 결과가 유의수준 5%를 통과하는 경우 가정된 분포가 실제 표본을 잘 모사하는 것으로 판단하였다. 적합도 검정 결과, 점착성 유사의 입도 분포는 현장 실험과 실험실 실험에서 다른 특징을 나타내었다. 현장 실험의 경우 입도 분포의 형태가 지수 분포의 형태를 나타내는 경우가 많았으며 Gamma 분포가 우수하게 모사하였다. 실험실 실험의 입도 분포는 일반적인 양의 왜곡도를 가지는 분포를 그렸으며 GEV 분포와 Gamma 분포가 우수하게 모사하였다. 두 경우 모두 Log-normal 분포가 적합하다고 판단되는 경우는 많지 않았다. 그러나 Log-normal 분포에 위치 매개변수를 추가하여 3 매개변수의 분포로 모사한 경우 유의수준 5%를 통과하는 경우가 크게 증가하였다. 향후에는 점착성 유사의 입도 분포를 모사하고 사용함에 있어 Log-normal 분포를 무조건적으로 이용하는 것은 지양해야할 것으로 판단된다. 2 매개변수의 분포를 점착성 유사의 입도분포로 사용할 경우, Gamma 분포를 추천하며, 기존에 사용되던 Log-normal 분포를 사용할 경우 위치 매개변수를 추가하여 3 매개변수의 Log-normal 분포를 이용할 것을 추천한다. 또한 점착성 유사의 입도를 모사하는 분포를 개발하여 사용한다면 점착성 유사의 이동과 특성을 연구할 때 가장 중요한 크기 특성에 대한 많은 정보를 제공할 수 있다고 판단된다.

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Estimation of Habitat Suitability Index for Water Quality of Z acco platypus by Region (권역단위 피라미 수질 서식처적합도지수 산정)

  • Hong, Rok Gi;Park, Jin Seok;Jang, Seong Ju;Hong, Joo Pyo;Song, In Hong
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.458-458
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    • 2021
  • 하천의 환경기능과 생태에 관한 관심이 증가하며 생태를 고려한 하천 유지 유량의 산정이 필요하다. 수문 특성의 물리적 서식처에 관한 연구는 PHABSIM, River2D 등의 소프트웨어 적용을 통한 유지유량증분법(IFIM), 수문 인자별 서식처적합도지수(HSI)를 기반으로 연구되고 있지만, 하천의 수질을 고려한 서식처 연구는 각 수질 인자별 서식처적합도지수 자료의 부족으로 하천유지유량 산정에 반영이 어려운 실정이다. 본 연구는 국내 하천의 수질·생태 모니터링 자료를 바탕으로 수온, DO 등의 수질 인자에 대한 피라미의 서식처적합도지수를 권역 단위로 산정했다. 수질 및 어류조사 자료는 물환경정보시스템의 최근 10년 수질측정망, 생물측정망 조사자료를 이용해 구축하였다. 피라미의 수질별 서식 적합도는 일반화가법모형(GAM)을 적용하여 수질 인자별 어류 개체 밀도 분포의 상관관계를 분석하여 지수화하였다. 특히, 어류의 서식 특성은 수계별로 상이할 수 있어 가용 데이터의 범위를 고려하여 권역별 수질 인자에 따른 피라미의 서식 특성을 분석하였다. 본 연구로 제시된 권역단위 피라미의 수질 서식처 적합도 지수는 생태를 고려한 하천사업의 계획, 평가의 기초자료를 제시할 수 있을 것이다. 또한, 피라미 외 각 하천의 주요 생태 어종 평가를 위한 수질 서식처 적합도지수 산정의 자동화를 위한 알고리즘 개발에 적용가능할 것으로 예상된다.

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The Application of Genetic Algorithm for the Identification of Discontinuity Sets (불연속면 군 분류를 위한 유전자알고리즘의 응용)

  • Sunwoo Choon;Jung Yong-Bok
    • Tunnel and Underground Space
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    • v.15 no.1 s.54
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    • pp.47-54
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    • 2005
  • One of the standard procedures of discontinuity survey is the joint set identification from the population of field orientation data. Discontinuity set identification is fundamental to rock engineering tasks such as rock mass classification, discrete element analysis, key block analysis. and discrete fracture network modeling. Conventionally, manual method using contour plot had been widely used for this task, but this method has some short-comings such as yielding subjective identification results, manual operations, and so on. In this study, the method of discontinuity set identification using genetic algorithm was introduced, but slightly modified to handle the orientation data. Finally, based on the genetic algorithm, we developed a FORTRAN program, Genetic Algorithm based Clustering(GAC) and applied it to two different discontinuity data sets. Genetic Algorithm based Clustering(GAC) was proved to be a fast and efficient method for the discontinuity set identification task. In addition, fitness function based on variance showed more efficient performance in finding the optimal number of clusters when compared with Davis - Bouldin index.

Toward a Key-frame Automatic Extraction Method for Video Storyboard Surrogates Based on Users' EEG Signals and Discriminant Analysis (뇌파측정기술(EEG)과 판별분석을 이용한 영상물의 키프레임 자동 분류 방안 연구)

  • Kim, Hyun-Hee
    • Journal of the Korean Society for information Management
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    • v.32 no.3
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    • pp.377-396
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    • 2015
  • This study proposed a key-frame automatic extraction method for video storyboard surrogates based on users' cognitive responses, EEG signals and discriminant analysis. Using twenty participants, we examined which ERP pattern is suitable for each step, assuming that there are five image recognition and process steps (stimuli attention, stimuli perception, memory retrieval, stimuli/memory comparison, relevance judgement). As a result, we found that each step has a suitable ERP pattern, such as N100, P200, N400, P3b, and P600. Moreover, we also found that the peak amplitude of left parietal lobe (P7) and the latency of FP2 are important variables in distinguishing among relevant, partial, and non-relevant frames. Using these variables, we conducted a discriminant analysis to classify between relevant and non-relevant frames.

Development of a Measure for the Dance Giftedness (무용영재성 판별도구 개발)

  • Lee, Jin-Hyo;Lee, Jin-Hee
    • The Journal of the Korea Contents Association
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    • v.12 no.3
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    • pp.161-170
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    • 2012
  • Based on the qualitative analysis, 4 factors of dance giftedness were operationally defined and test items were initially developed accordingly. The preliminary test data obtained from 206 dancers was analyzed, using item analysis and a series of reliability analyses. In order to dancer the construct validity, four exploratory factor analyses were conducted for 54 items, resulting in 20 items of 4 factors; physique, dance attitude Expressiveness and creativity, movement ability. A confirmatory factor analysis conducted for 292 dancers to test the goodness-of-fit of 4 factor model revealed a satisfactory level of $x^2$, Q, root mean square residual(RMR), goodness of fit index(GFI), Tucker-Lewis index(TLI), comparative fit index(CFI), root mean square error of approximation(RMSEA). The concurrent and cross validity indices proved the validity of 20 items of 4 factors.

A Structural Equation Model on Korean Adolescents' Multi-cultural Acceptance (청소년의 다문화 수용성 구조 모형 구축)

  • Lee, Ha-na
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.2
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    • pp.302-310
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    • 2018
  • This study was conducted to develop a unified structural model that defines relationships among factors that affect Multi Cultural Acceptance (MCA) for adolescents. This study was performed using the dataset from the 2016 Korean Children and Youth Panel Survey (KCPS). We analyzed the survey result from the dataset at the 0.05 significance level using the SPSS and AMOS version 22 programs. Specifically, we investigated several demographic characteristics of the survey participants by a descriptive analysis method that adopted the maximum likelihood estimate method to verify the fitness of the hypothetical model and the hypotheses therein. In addition, we applied the ${\chi}^2$-test, GFI, AGFI, CFI, IFI, and RMSEA to show the fitness level of our structural model. The results showed that our proposed structural model demonstrated a fine fitness level. We found that key factors that affect MCA for adolescents were ego-resilience, peer relationships, and sense of community. Overall, the results of our study indicate that combinational intervention is needed to help adolescents lift their ego-resilience, as well as to develop peer relationships and a sense of community.

A Study on the Factors affecting Cyber-Career-Counseling-Activation based on Structural Equation Model(SEM) (구조방정식 모형을 이용한 사이버진로상담 활성화 영향요인에 관한 연구)

  • Lee, Young-Ja;Baek, Hyeon-Gi
    • Journal of Digital Contents Society
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    • v.9 no.3
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    • pp.379-388
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    • 2008
  • This paper is to redefine the concept of Cyber Career Counseling Activation(=C-C-C-A) and verify the effects of the factors affecting the C-C-C-A at Korean academic high school level in Kyunggi Province. In this research, we hypothesize that the three independent variables increase the effects of Cyber Career Counseling Activation.. To discuss the hypothesis, we analyzed survey data of 322 students who had taken Cyber Career Counseling in December 2007 based on Structural Equation Model. The results are as follows: First, the three crucial factors(Expanding C-C-C Opportunities, Improving C-C-C Service, Establishing C-C-C Service System) increase the C-C-C-A effectiveness. Second, as a result of Confirmatory Factor Analysis(CFA), the goodness of fit indices(GFI, AGFI, CFI, RMSEA) demonstrate statistical significance and fitness of the C-C-C-A Model. Therefore, the outcomes show that the three factors are the significant ones of Cyber Career Counseling Activation Model.

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