• 제목/요약/키워드: Classification of Quality

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성장곡선모형의 판별분석에서 균형이차분류법의 적용 (An Application of the Balanced Quadratic Classification Rule on the Discriminant Analysis in Growth Curve Model)

  • 심규박
    • 품질경영학회지
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    • 제23권2호
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    • pp.53-67
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    • 1995
  • The problem considered here is to find the optimal discriminant analysis method in growth curve model. It has been studied how to find correct prior probability for the effective classification in discriminant analysis. We use the balanced condition to calculate prior probability. From the informative simulation study, new classification rule for the growth curve model is suggested. The suggested classification rule has better classification result than the other previously suggested method in terms of error rate criterion.

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수정된 이원평가표를 이용한 품질속성의 분류에 관한 연구 (Classification of Quality Attributes Using Two-dimensional Evaluation Table)

  • 김광필;송해근
    • 대한안전경영과학회지
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    • 제20권1호
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    • pp.41-55
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    • 2018
  • For several decades, attribute classification methods using the asymmetrical relationship between an attribute performance and the satisfaction of that attribute have been explored by numerous researchers. In particular, the Kano model, which classifies quality attributes into 5 elements using simple questionnaire and two-dimensional evaluation table, has gained popularity: Attractive, One-dimensional, Must-be, Indifferent, and Reverse quality. As Kano's model is well accepted, many literatures have introduced categorization methods using the Kano's evaluation table at attribute level. However, they applied different terminologies and classification criteria and this causes confusion and misunderstanding. Therefore, a criterion for quality classification at attribute level is necessary. This study is aimed to suggest a new attribute classification method that sub-categorizes quality attributes using 5-point ordinal point and Kano's two-dimensional evaluation table through an extensive literature review. For this, the current study examines the intrinsic and extrinsic problems of the well-recognized Kano model that have been used for measuring customer satisfaction of products and services. For empirical study, the author conducted a comparative study between the results of Kano's model and the proposed method for an e-learning case (33 attributes). Results show that the proposed method is better in terms of ease of use and understanding of kano's results and this result will contribute to the further development of the attractive quality theory that enables to understand both the customers explicit and implicit needs.

군수품의 적정 품질보증형태 분류를 위한 제언 (Suggestion for Proper Quality Assurance Type Classification Criteria of Military Supplies)

  • 안남수;김성곤
    • 한국산학기술학회논문지
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    • 제19권3호
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    • pp.648-654
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    • 2018
  • 군수품의 품질보증을 담당하는 국방기술품질원에서는 크게 4가지 형태로 군수품을 구분하여 품질보증 활동을 수행하고 있다. 이러한 군수품에 대한 품질보증형태 분류는 품질보증기관의 입장에서만 결정되었기에 다른 이해관계자라 할 수 있는 방위사업청, 제조업체 및 수요군에서 요구되는 분류 기준과 상이할 수 있다. 이에 본 논문에서는 군수품에 대한 효율적인 조달 및 생산, 품질보증을 위한 적정 군수품 품질보증 형태 분류 기준을 제시하고자 하였다. 이를 위해 군수품에 대한 정부 품질보증기관인 기품원 뿐만 아니라 정부 조달물자의 품질확인을 담당하는 한국조달연구원의 품목 분류제도에 대해 살펴보았다. 또한 방사청 등 계약 및 제조, 품질보증, 수요군 등 모든 관련기관 입장에서의 적절한 군수품 분류기준을 정의하고 분석하였으며, 현 기준에 따른 군수품 분류 데이터 현황을 파악하였다. 아울러 제시된 품질보증형태 분류 기준을 활용한 적용사례 역시 제시하였다. 끝으로 본 연구에서 제시된 품질보증 형태 분류 기준을 적용한 차등화된 정부 품질보증 활동을 통해 업무 효율성 개선을 통한 군수품 품질향상에 기여할 것으로 판단된다.

품질비용의 항목분류와 산출방법에 관한 연구 (A Study on the Classification of Ietms concerned Quality Cost and the Method of Calculation)

  • 강지호
    • 산업경영시스템학회지
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    • 제18권35호
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    • pp.17-24
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    • 1995
  • The classification of quality costs by item is essencial to sum up the entire quality cost but the reality of classifying the quality cost by the firm is facing with difficulty in terms of grouping the concerned items. Meanwhile, the classification of items and calculating method of quality costs should be prepared in adcance with a certain standards and or regulations to figure out the accurate quality costs successfuly. This case study provides the contents of quality costs calulated by item and the method of calculation in detail which is applicable to automobile component industry md, also introduce how to set up the computing system of quality costs.

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직교 다항식 근사법과 고차 통계를 이용한 전력 외란의 자동식별 (Automatic classification of power quality disturbances using orthogonal polynomial approximation and higher-order spectra)

  • 이재상;이철호;남상원
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.1436-1439
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    • 1997
  • The objective of this paper is to present an efficient and practical approach to the automatic classification of power quality(PQ) disturbances, where and orthogonal polynomial approximation method is emloyed for the detection and localization of PQ disturbances, and a feature vector, newly extracted form the bispectra of the detected signal, is utilized for the automatic rectgnition of the various types of PQ disturbances. To demonstrae the performance and applicabiliyt of the proposed approach, some simulation results are provided.

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품질코스트시스템의 체계적 분류 및 산정모형 개발 (Systematic Classification and Estimation of Quality Cost.)

  • 서경범;박명규
    • 산업경영시스템학회지
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    • 제22권50호
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    • pp.363-372
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    • 1999
  • This paper is to propose models for systematic classification and estimation of quality costs. Especially in this research, quality costs are categorized into three aspects, ie., conventional quality cost system, ZD(Zero Defect) quality cost system and Taguchi quality system. In conclusion, I hope that this study will have contribution to application of quality loss system for all the business in Korea.

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역대 본초서(本草書)의 본초분류체계에 대한 연구 (A Study on the Bencao Classification System in Materia Medica of East Asian Medical History)

  • 白明勳;辛相元
    • 대한한의학원전학회지
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    • 제36권3호
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    • pp.89-128
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    • 2023
  • Objectives : This study aims to diachronically examine the classification systems of all materia medica, followed by categorization and analysis of each category to deduce each category's characteristic. This will provide foundation for further examining classifications of bencao in contemporary herbology. Methods : Classification systems from a total of 93 bencao related texts were collected and categorized. Each category's classification system was analyzed to determine its meaning. The classification systems were compared from a diachronic perspective, to further deduce each system's problem from a historical context. Results : The classification systems of materia medica could be summarized as following three standards: quality, origin, and medical application. In reality, bencao could be generally classified according to origin and medical application. The origin-based classification system provided a stable and flexible classification outline in the expansion process of bencao. The medical application-based classification strengthened the relationship between bencao and illness pattern, improving clinical applicability. Conclusions : In the history of herbology, the two classification systems created the current of herbology through mutual contribution and conflict. We hope that further discussion on the direction towards which classification system of bencao in contemporary herbology should head will proceed based on this study.

분류와 회귀나무분석에 관한 소고 (Note on classification and regression tree analysis)

  • 임용빈;오만숙
    • 품질경영학회지
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    • 제30권1호
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    • pp.152-161
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    • 2002
  • The analysis of large data sets with hundreds of thousands observations and thousands of independent variables is a formidable computational task. A less parametric method, capable of identifying important independent variables and their interactions, is a tree structured approach to regression and classification. It gives a graphical and often illuminating way of looking at data in classification and regression problems. In this paper, we have reviewed and summarized tile methodology used to construct a tree, multiple trees and the sequential strategy for identifying active compounds in large chemical databases.

Kano 모형에 기반한 소비자 요구사항 분류: 퍼지 접근방법 (Fuzzy KANO Model: Fuzzy Set-Based Classification of Customer Requirements)

  • 임정훈;민대기;김광재
    • 품질경영학회지
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    • 제31권3호
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    • pp.98-113
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    • 2003
  • Kano model distinguishes three types of customer requirements, namely, one-dimensional quality, must-be quality, and attractive quality. There are a few methods for classifying a given customer requirement into one of the Kano's quality elements. However, the existing methods have a common limitation in that they are based on Kano evaluation table. Kano evaluation table is not always effective for the classification task, and suffers from a significant information loss. This paper proposes an alternative to Kano's evaluation table and a new classification scheme based on fuzzy set concept. The proposed method is illustrated using a case study on the ADSL service.

공동주택 단위세대의 품질차별화 유형에 관한 사레 조사 연구 (A Study on a Pattern Analysis of Quality Differentiation on Apartment Housing)

  • 조인식;박태근
    • 한국건설관리학회논문집
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    • 제9권1호
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    • pp.126-133
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    • 2008
  • 최근 고객중심으로의 시장변화는 자연히 주택공급업체로 하여금 품질의 경쟁시대를 맞이하도록 하였다. 이러한 품질경쟁시대에 부응하는 주택상품 기획을 위하여 단위세대 품질의 차별화 사례 및 대상 부위에 대한 유형분석 등을 실시하여 공동주택의 단위세대에 대한 품질의 차별화 유형 분류체계를 구축하였다. 건축적 요소인 평면요소와 인테리어요소는 공간위계를 기준으로 품질요소를 세분하여 분류체계를 구축하였고, 사용자 편익과 관련 있는 설비시스템부위는 친환경성, 안전성, 에너지절약효과, 편리성으로 구분하여 분류체계를 구축하였으며, 제품요소는 가구와 설치제품 및 편의품으로 구분하여 분류체계를 구축하였다. 향후 이 분류체계는 공동주택상품의 마케팅 전략수립단계에서의 제품 포지셔닝과 상품기획단계에서의 상품의 차별화요소 결정에도 유용하게 활용할 수 있을 것이다.