• Title/Summary/Keyword: 진단모형

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Development of a Diagnostic System for a Fuelling Machine (핵연료 교환기 이상 진단 시스템 개발 연구)

  • 천정한;채장범;김태환;김윤철;김용배;홍순성;박완규;서언식
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2001.05a
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    • pp.596-602
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    • 2001
  • 본 논문에서는 중수로 원자력발전소에서 사용되는 핵연료 교환기 브리지의 상태를 감시하는데 필요한 진단 방법을 도출하였다. 핵연료 교환기는 고방사능 지역에서 작동하기 때문에 신호의 취득은 원격에서 비침투적으로 이뤄져야한다는 제약이 있다. 따라서 비침투적으로 원격에서 측정 가능한 신호들이 선정되었고 선정된 신호를 이용하여 정확한 진단을 위해서 필요한 여러 가지 진단 신호들의 장단점을 비교하였다. 진단 신호로는 모터의 출력 토크를 선정하였고 진단 신호의 타당성을 모형 브리지를 대상으로 수행한 실험을 통하여 검증하였다. 그리고 마지막으로 다양한 환경에서 실험을 하여 브리지의 작동 특성과 결함과 진단 신호와의 관계를 살펴보았다.

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A Study on Developing and Validating the Modern Physics Conceptual Diagnostic Survey for Pre-Service Physics Teachers based on the 2015 Revised National Science Curriculum (2015 개정 과학과 교육과정에 기초한 예비 물리교사를 위한 현대물리 개념 진단지 개발 및 타당화 연구)

  • Kim, Wanseon;Kim, Sung-Won
    • Journal of The Korean Association For Science Education
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    • v.40 no.3
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    • pp.253-269
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    • 2020
  • This study aims to develop items to diagnose pre-service physics teachers' understanding of the conceptual knowledge of modern physics, based on the achievement criteria presented in the 2015 revised national science curriculum, and to identify the validity and reliability of the newly developed items. Data were collected from 467 pre-service physics teachers in the Physical Education Department or Science Education Department (Physics Education Major) of 15 universities across the nation. In this study the content validity, substantive validity, the internal structure validity, generalization validity, and the external validity proposed by Messick (1995) were examined by various statistical tests. The results of the MNSQ analysis showed that there was no nonconformity in the 23 items. The internal structure validity was confirmed by the standardized residual variance analysis, which shows that the 22 items was unidimensional. The generalization validity was confirmed by differential item functioning (DIF) analysis about groups lectured or not modern physics/quantum mechanics. In addition, item analysis and test analysis based on classical test theory were performed. The mean item difficulty is 0.66, mean item discrimination is 0.47 and mean point biserial coefficient obtained was 0.41. These results for item parameters satisfied the criteria respectively. The reliability of the internal consistency of the KR-20 is 0.77 and the Ferguson's delta obtained was δ = 0.972. By Rasch model analysis, the item difficulty (item measures) was discussed.

Total Information System for Urban Regeneration : City and District Level Decline Diagnostic System (도시재생 종합정보시스템 구축 - 시군구단위 쇠퇴진단시스템 구현을 중심으로 -)

  • Yang, Dong-Suk;Yu, Yeong-Hwa
    • Land and Housing Review
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    • v.2 no.3
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    • pp.249-258
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    • 2011
  • In order to achieve an efficient urban regeneration of the nation, it is required to determine the extent of decline nation-wide and the declined areas for each district and also to evaluate the potentials of the concerned areas. For this task to be accomplished, a construction of a comprehensive diagnostic system based on spatial information considering diversity and complexity is required. In this study, a total information system architecture for urban regeneration is designed as part of the construction of such a diagnostic system. In order to develop the system, a city and district level unit decline diagnostic indicators has been constructed and a decline diagnostic system has been developed. Also, a scheme to promote the advancement of the system is proposed. The DB construction is based on the city and district level nation-wide and metadata for the concerned level is constructed as well. The system is based on the Open API and designed to be flexible for extension. Also, an RIA-based intuitive UI has been implemented. Main features of the system consist of the management of the indicators, diagnostic analysis (city and district level decline diagnosis), related information, etc. As for methods for the advancement, an information model in consideration of the spation relations of the urban regeneration DB has been designed and application methods of semantic webs. Also, for improvement methods for district unit analytical model, district level analysis models, GIS based spatial analysis platforms and linked utiliation of KOPSS analysis modules are suggested. A use of a total information system for urban regeneration is anticipated to facilitate concerned policy making through the identification of the status of city declines to identify and the understanding of the demands for regeneration.

A Study on the Development of Evaluation Model for Undergraduate Students' Information Literacy (대학생의 정보활용능력 평가모형 개발에 관한 연구)

  • Lee, Jung-Yeoun;Jeong, Dong-Youl
    • Journal of the Korean Society for information Management
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    • v.22 no.4 s.58
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    • pp.39-59
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    • 2005
  • This study is aimed to evaluate the undergraduate students' information literacy, examine the current level of their capability of using information, and make a evaluation model to develop information literacy. Information literacy consists of six fields information resources, information needs, information search, information analysis, information technology and presentation, and Information ethics. Based on the result of statistic factor analysis, the integrated evaluation model of information literacy, evaluation factor, and evaluation procedure can be suggested based on the instruction guidance.

Time Series Model을 이용한 주요항만 해상교통량 예측

  • Yu, Sang-Rok;Jeong, Jung-Sik;Kim, Cheol-Seung;Jeong, Jae-Yong
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2013.10a
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    • pp.133-135
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    • 2013
  • 장래의 해상교통량에 대한 정확한 예측은 항로설계 및 해상교통의 안전성 평가 측면에서 중요한 요소이다. 본 연구는 신뢰성 있는 해상교통량을 추정하기 위해 시계열 모델의 지수평활법과 ARIMA 모형을 이용하여 모형의 식별 및 진단 방안을 제시하였다. 제시된 방법의 효과를 검증하기 위하여 주요항만인 부산항, 광양항, 인천항, 평택항의 해상교통량을 예측하였다. 그 결과로 부산항은 ARIMA 모형, 광양항은 Winters 승법 모형, 인천항은 단순계절 모형, 평택항은 ARIMA 모형이 더 적합한 모형으로 알 수 있었으며, 각 항만별 계절에 따라 월별 교통량의 차이를 보이는 것으로 분석되었다. 본 연구 결과는 향후 항로 및 항만설계 또는 해상교통 안전성 평가에 보다 신뢰성 있는 추정치를 제공할 수 있을 것으로 보인다.

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Classification of the Diagnosis of Diabetes based on Mixture of Expert Model (Mixture of Expert 모형에 기반한 당뇨병 진단 분류)

  • Lee, Hong-Ki;Myoung, Sung-Min
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.11
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    • pp.149-157
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    • 2014
  • Diabetes is a chronic disease that requires continuous medical care and patient-self management education to prevent acute complications and reduce the risk of long-term complications. The worldwide prevalence and incidence of diabetes mellitus are reached epidemic proportions in most populations. Early detection of diabetes could help to prevent its onset by taking appropriate preventive measures and managing lifestyle. The major objective of this research is to develop an automated decision support system for detection of diabetes using mixture of experts model. The performance of the classification algorithms was compared on the Pima Indians diabetes dataset. The result of this study demonstrated that the mixture of expert model achieved diagnostic accuracies were higher than the other automated diagnostic systems.

COMPARATIVE STUDY ON THE HORIZOTAL MEASUREMENTS OF SKELETAL CLASS III MALOCCLUSION USING THE ROC ANALYSIS (ROC 분석을 이용한 골격성 III급 부정교합의 수평계측방법간 비교연구)

  • Choi, Hee-Young;Chang, Young-Il
    • The korean journal of orthodontics
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    • v.25 no.2 s.49
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    • pp.153-163
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    • 1995
  • In this study, Receiver Operating Characteristic(ROC) analysis was used to evaluate the ability of cephalometric measurements to identify patients with Class III malocclusions. ROC analysis is the method for determining the validity of a diagnostic measure and for evaluating the relative value of diagnostic tests. The sample consisted of 496 patients with malocclusion. Class III malocclusion is defined as the dental relationship for which The mesiobuccal groove of the lower first molar is deviated mesially from the mesiobuccal cusp of the upper first molar. Of the total sample of 496 patients, 245 had Class III malocclusions. 16 cephalometric measurements were selected, each of which was treated as a diagnostic test. The ROC curves were generated for each cephalometric measurement with intervals of $1.0^{\circ}$ for angular measurements, 1.0mm for linear measurements. The area under the ROC curves was measured for direct comparison among different diagnostic tests. The results were as follows; 1. The 'Wits' appraisal was found to be a better diagnostic criterion for the presence of Class III malocclusion than any other commonly'used cephalometric measurement. 2. AB plane angle, ANB angle, App-Bpp distance, AF-BF distance, APDI, Distance of point A and Pog to N perpendicular, maxillomandibular differential had high diagnostic value. 3. Cephalometric measurements which evaluate the position of the mandible had moderate diagnostic value. 4. Cephalometric measurements related to the maxilla discriminated least between patients with and without Class III malocclusion.

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RegARIMA 모형을 이용한 음력 명절효과의 검정에 관한 연구

  • Mun, Gwon-Sun
    • Proceedings of the Korean Statistical Society Conference
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    • 2005.05a
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    • pp.73-77
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    • 2005
  • 본 논문은 시계열에 내재된 설${\cdot}$추석 등 음력 명절효과의 존재를 검정하기 위해 RegARIMA 모형의 잔차에 대한 t-검정 통계량을 제시하였으며 Box-plot에 의한 그래프적 진단을 시도하였다. 제시된 t-검정 결과를 X-12-ARIMA의 AICC-사전검정 및 RegARIMA 모형에 의해 추정된 명절효과 회귀계수의 t-값과 비교하였다. 사용된 명절효과 변수는 Bell과 Hillmer(1983)의 명절효과 변수이다.

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