• 제목/요약/키워드: scoring method

검색결과 474건 처리시간 0.029초

디지털 마모그램에서 Mass형 유방암 분할을 위한 초기 위치 자동 검출 (Automatic Detection of Initial Positions for Mass Segmentation in Digital Mammograms)

  • 이봉렬;이명진
    • 한국멀티미디어학회논문지
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    • 제13권5호
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    • pp.702-709
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    • 2010
  • Mass형 종양 분할의 성능은 mass의 초기 위치에 큰 영향을 받는다. 따라서 몇몇의 논문들은 방사선 전문의로부터 획득한 mass의 초기 위치를 이용하여 종양의 분할을 진행하였다. 그러나, 본 논문은 mass 검출을 위한 부가정보 없이 디지털 마모그램만을 이용한 컴퓨터 지원 진단 시스템을 구성하여 방사선 전문의에게 mass로 추정되는 곳의 위치를 제시함을 목표로 한다. 제안된 시스템은 영역 확장 기법과 열림 연산을 통한 유방 영역 분할, 분할된 유방영역에서 mass 특성을 갖는 위치의 시드 설정, 설정된 시드 기반 레벨 셋을 통한 mass 영역 분할로 구성된다. Mass 분할을 위한 시드 설정은 부표본화된 유방영상에 대해 블록기반 분산 정보와 마스킹 정보를 이용하는 Mass Scoring Measure(MSM) system을 통하여 수행되었다. 테스트에 사용된 이미지는 DDSM 데이터베이스를 사용하였으며, 실험 결과 종양검출의 정확도는 4 FP/image에서 78%의 민감도를 나타내었고, 상하방향(CC)과 내외사방향(MLO) 이미지를 동시 고려시 92%의 민감도를 보였다.

Evaluation of Antioxidative Effects of Lactobacillus plantarum with Fuzzy Synthetic Models

  • Zhao, Jichun;Tian, Fengwei;Yan, Shuang;Zhai, Qixiao;Zhang, Hao;Chen, Wei
    • Journal of Microbiology and Biotechnology
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    • 제28권7호
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    • pp.1052-1060
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    • 2018
  • Numerous studies suggest that the effects of lactic acid bacteria (LAB) on oxidative stress in vivo are correlated with their antioxidative activities in vitro; however, the relationship is still unclear and contradictory. The antioxidative activities of 27 Lactobacillus plantarum strains isolated from fermented foods were determined in terms of 2,2-diphenyl-1-picrylhydrazyl, hydroxyl radical, and superoxide radical scavenging abilities, reducing activity, resistance to hydrogen peroxide, and ferrous chelating ability in vitro. Two fuzzy synthetic evaluation models, one with an analytic hierarchy process and one using entropy weight, were then used to evaluate the overall antioxidative abilities of these L. plantarum strains. Although there was some difference between the two models, the highest scoring strain (CCFM10), the middle scoring strain (CCFM242), and the lowest scoring strain (RS15-3) were obtained with both models. Examination of the antioxidative abilities of these three strains in $\text\tiny{D}$-galactose-induced oxidative stress mice demonstrated that their overall antioxidative abilities in vitro could reveal the abilities to alleviate oxidative stress in vivo. The current study suggests that assessment of overall antioxidative abilities with fuzzy synthetic models can guide the evaluation of probiotic antioxidants. It might be a more quick and effective method to evaluate the overall antioxidative abilities of LAB.

수업관찰 기법의 특성과 내용 분석 - CLASS 기법의 시범적 적용 - (An Analysis of the Observing Methods for Classroom: Pilot Application of CLASS)

  • 김현욱;안세근
    • 비교교육연구
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    • 제28권2호
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    • pp.77-95
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    • 2018
  • 본 연구는 수업관찰을 위한 양적 측정도구로서 CLASS (Classroom Assessment Scoring System)를 소개하고 그 특성을 이해하는데 목적이 있다. CLASS는 수업의 질을 평가하기 위해 개발되었고 미국 전역에서 활용되고 있다. CLASS는 수업에서 교사와 학생의 상호 작용을 측정하고 주제 영역 및 학생연령 별로 상호 작용을 확인하는 도구로서 세 가지 질적 영역, 즉, 정서적 지원, 학급 조직, 교육지원 등으로 구성된다. CLASS는 학생들의 학습을 위한 핵심으로 교사와 학생들 간의 상호 작용 패턴에 중점을 둔다. 관찰자가 교사와 학생을 10분~15분 동안 3~4번 관찰하며, 관찰은 행동과 반응의 유형에 따라 1에서 7사이의 연속된 등급척도로 평가된다. CLASS의 활용 가능성을 확인하기 위해, 경력이 많은 전문가 교사의 학급과 초임교사의 학급에 적용하여 분석해 보았다. 전문가 교사는 학생들이 주도적으로 수업을 이끌어가는 데 집중을 하였고, 초임 교사는 교과의 내용을 다루는 데 집중을 하였다. 초임교사는 학급 분위기를 긍정적으로 만들고, 학생들에게 피드백 해주는 데 비교적 많은 노력을 기울였다. 전문가 교사는 학생의 의견, 질문, 미세한 감정 등을 파악하고 드러내는 데 보다 많은 노력을 기울였다. CLASS는 교실에서 어떤 유형의 행동과 상호 작용이 발생하는지를 기록하고 이를 분석하는 관찰도구로서 활용이 가능할 것이다.

CVE 동향을 반영한 3-Step 보안 취약점 위험도 스코어링 (3-Step Security Vulnerability Risk Scoring considering CVE Trends)

  • 임지혜;이재우
    • 한국정보통신학회논문지
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    • 제27권1호
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    • pp.87-96
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    • 2023
  • 보안 취약점 수가 해마다 증가함에 따라 보안 위협이 지속해서 발생하고 있으며 취약점 위험도의 중요성이 대두되고 있다. 본 논문에서는 보안 취약점 위험도 판단을 위해 동향을 반영한 보안 위협 스코어링 산출식을 고안하였다. 세 단계에 따라 공격 유형과 공급업체, 취약점 동향, 최근 공격 방식과 기법 등의 핵심 항목 요소를 고려하였다. 첫째로는 공격 유형, 공급업체와 CVE 데이터의 관련성 확인 결과를 반영한다. 둘째로는 LDA 알고리즘으로 확인된 토픽 그룹과 CVE 데이터 간 유사성 확인을 위해 자카드 유사도 기법을 사용한다. 셋째로는 최신 버전 MITRE ATT&CK 프레임워크의 공격 방법, 기술 항목 동향과 CVE 간의 관련성 확인 결과를 반영한다. 최종 보안 취약점 위협 산출식 CTRS의 활용성 검토를 위해 공신력 높은 취약점 정보 제공 해외 사이트 내 데이터에 제안한 스코어링 방식을 적용하였다. 본 연구에서 제안한 산출식을 통하여 취약점과 관련된 일부 설명만으로도 관련성과 위험도가 높은 취약점을 확인하여 신속하게 관련 정보를 인지하고 대응할 수 있다.

고객만족도 조사도구의 차원별 가중치 부여방법 비교 (A Comparative Study on the Methods for Weighting the Dimensions of Customer Satisfaction with Importance Perceived by Customers)

  • 강명근;조우현;이선희;최귀선;문기태
    • 한국의료질향상학회지
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    • 제7권2호
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    • pp.230-242
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    • 2000
  • Background : The measuring instruments for customer satisfaction in hospitals are often composed of some dimensions reflecting the conceptive complexity of them. Then, overall satisfaction would be expected to be equal the 'weighted' sum of scores by dimensions because the importance rated by customers may be different across the dimensions. But the issue of how to weight the dimensions with importance is not yet solved. We examined 3 sets of weighting methods as to make effect on predictive power against overall satisfaction. Methods : We conducted a survey included 483 subjects who had visited or admitted to a university hospital, using the short form questionnaire being developed by The Korean Society of Quality Assurance in Health Care for out-patient and in-patient. By using a multiple linear regression model, we compared among changes of explanatory powers against overall satisfaction as dependent variable after weighting 4 dimensions of the survey questionnaire as independent variables with importance scores of dimensions perceived by consumers. And we compared the feasibility of each weighting, methods by checking missing cases. Results : There were no weighting methods increasing the explanatory power after applying them. The method of absolute scoring was found higher explanatory-power than others, but this finding had no statistical significance. Regarding the number of missing value, method of absolutely scoring had the least cases. Conclusion : Our findings suggested that weighting the dimensions with importance might have little significance in the cases of scales having items highly correlated, such as consumers' satisfaction. Though asking with items to be answered absolutely, customers might be rating relatively in some degree and this method produced least missing cases. Considering these points, in the cases when weighting the dimensions with importance would be required, we suggest that weighting method by absolute scoring might be better than others.

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호흡기계 표준화 환자를 이용한 간호대 학생의 임상수행능력평가 타당도와 신뢰도 검증 (Validity and Reliability of a Clinical Performance Examination using Standardized Patients)

  • 최자윤;장금성;최순희;홍미순
    • 대한간호학회지
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    • 제38권1호
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    • pp.83-91
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    • 2008
  • Purpose: The purpose of this study was to test the validity of a modified clinical performance examination (CPX) for preclinical students in nursing. Method: 70 nursing students in their second semester of the junior year at C University participated in CPX. Scenarios and checklists were developed by our research team from September to October 2005. Six stations were organized. Evaluation included physical examination of a patient with lung cancer, education on usage of a metered dosage inhaler, and lobectomy postoperative care. Students were randomly assigned to a station. Result: There was a difference in the CPX scores according to stations. The agreement of scoring between trained faculty members and SPs was more than moderate (r=.647). The correlation between the CPX score and the average grade in the previous semester and between the CPX score and the average grade of a paper and pen test of the pulmonary system of adults was low (r=.276; r=.048). Conclusion: Traditional CPX is generally recommended, however, modified CPX is appropriate for preclinical students in the current Korean Nursing school setting if there are additional scoring systems to balance the testing level at each station.

패널요원 수행능력 평가에 사용된 분산분석, 상관분석, 주성분분석 결과의 비교 (Evaluation of Panel Performance by Analysis of Variance, Correlation Analysis and Principal Component Analysis)

  • 김상숙;홍성희;민봉기;신명곤
    • 한국식품과학회지
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    • 제26권1호
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    • pp.57-61
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    • 1994
  • Performance of panelists trained for cooked rice quality was evaluated using analysis of variance, correlation analysis, and principal component analysis. Each method offered different information. Results showed that panleists with high F ratios (p=0.05) did not always have high correlation coefficient (p=0.05) with mean values pooled from whole panel. The results of analysis of variance for the panelists whose performance were extremely good or extremely poor were consistent with those of correlation analysis. Outliers designated by principal component analysis were different from the panelists whose performance was defined as extremely good or extremely poor by analysis of variance and correlation analysis. The results of principal component analysis descriminated the panelists with different scoring range more than different scoring trends depending on the treatments. Our study suggested combination of analysis of variance and correlation analysis provided valid basis for screening panelists.

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베벨기어의 강도평가 시스템에 관한 연구 (Rating Systems for Power Transmission Bevel Gears)

  • 정태형;지중조;변준형
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1993년도 추계학술대회 논문집
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    • pp.632-637
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    • 1993
  • Rating systems of bevel gears(straight, spiral, and zerol bevel gears) which are commonly used as power transmission devices for non-parallel axes are developed on the personal computer, which analyze and/or evaluate the gear design and the service performance at the point of view of strength and durability. The typical considerations of the ratings are the bending strength the surface durability, and the scoring resistance. The ratings are carried out using the reliable standards of AGMA & Gleason Works. Therefore, the system is built so that the variables or factors considered differently in those standards and the strength, durability, and scoring partially in Gleason are appraised separatedly by each method, and a series of the estimation processes is integrated into the system so as to compare each result. The developed rating system can be used in the initial stage of gear design process, and also a better design can be performed by the evaluation of the initial design at the view point of gear strength and durability. Additionally, it is useful for the trouble-shooting of bevel gear systems and to the purpose of introducing the methods for maintaining design strength in service with appraising the gear strength after design or with appraising the influencing factors, as a whole. Therefore, this rating systems can help the aim of design automation of bevel gears.

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플라스틱 관종의 물리적 상태예측모형 개발 (A Study of Physical Condition Predicting Model Development of Plastic Pipes in Water Mains)

  • 기남연;배철호;이두진;정관수
    • 상하수도학회지
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    • 제26권6호
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    • pp.871-881
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    • 2012
  • This study suggested a model that can predict a degradation condition over time of two plastic pipes, PE and PVC, which are currently used in the country. This study was analyzed physical characteristics change of plastic pipes by comparison with initial physical characteristics (on the case of new pipes). Since this is dependent on accidents that already occurred, there are limitations that it only decides a priority on improvement based on relative corrosion status rather than precautionary aspects. The comparison results between physical degradation by the deducted performance rating and a conventional numerical scoring method showed that correlation coefficient was 0.67 for PE pipes and 0.86 for PVC pipes, indicating a high correlation. According to this result, it has been decided that the performance rating suggested herein can be applied naturally to the criterion of an improvement decision, which was based on Scoring System. From results of the research, it is expected that a reliable result can be provided to an improvement decision process related to degradation of plastic pipes by comprehensively comparing and evaluating a condition of pipe materials(direct factors) and an environmental impact(indirect factors).

Listeria spp.의 RAPD typing을 위한 Primer의 분리력 비교 (Primers for typing Listeria spp. using Random Amplified Polymorphic DNA (RAPD) ANalysis)

  • 임형근;홍종해;박경진;최원상
    • 한국식품위생안전성학회지
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    • 제18권2호
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    • pp.67-72
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    • 2003
  • RAPD 분석은 한 개의 primer를 이용하여 임의의 DNA 조각을 증폭하는 것이다. 이때 만들어지는 여러 형태의 DNA pattern을 이용하여 리스테리아 모노사이토제네스를 분류할 수 있다. 리스테리아균들을 효과적으로 RAPD typing 할 수 있는 primer들을 엄선하기 위하여 리스테리아 표준균주 13종을 대상으로 총 31가지 primer들의 RAPD 분리력을 비교하여 보았다. 결과는 재현성이 높았으며 이중 6가지 primer(primer 6, HLWL74, UBC155, UBC127, Lis5, Lis11)가 discrimination index, band의 숫자, band scoring의 난이도 등을 고려해 볼 때 나머지 primer 들에 비해 우수한 분리력을 보였다. 이들 primer들은 장차 리스테리아의 RAPD typing에 이용될 수 있을 것으로 보이며, 현재는 이들을 이용하여 돈육공장의 오염원 규명을 위한 연구를 수행 중이다.