• 제목/요약/키워드: Attribute analysis

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베이지언 정보엔트로피에 의한 불완전 의사결정 시스템의 불확실성 향상 (Uncertainty Improvement of Incomplete Decision System using Bayesian Conditional Information Entropy)

  • 최규석;박인규
    • 한국인터넷방송통신학회논문지
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    • 제14권6호
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    • pp.47-54
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    • 2014
  • 러프집합을 구성하는 식별불가능 관계를 표현하는 정보시스템에서 데이터의 중복이나 비일관성은 피할 수 없기 때문에 속성의 감축은 매우 중요하다. 러프집합이론에 있어서 일관적인 정보시스템과 비일관적인 정보시스템의 속성감축의 차이를 극복하고 자, 본 연구에서는 조건 및 결정속성에 대한 상관분석에 베이지언 사후확률을 적용한 새로운 불확실성 척도와 속성감축 알고리즘을 제안한다. 정보시스템의 불확실성에 대하여 제안된 척도와 기존의 조건부 정보엔트로피 척도를 비교해 본 결과, 정보시스템의 조건속성과 결정속성의 상호정보를 이용하여 속성간의 불확실성을 측정하는데 있어 제안된 방법이 조건부 정보엔트로피에 의한 방법보다 정확성이 있음을 보여준다.

Reliable monitoring of embankment dams with optimal selection of geotechnical instruments

  • Masoumi, Isa;Ahangari, Kaveh;Noorzad, Ali
    • Structural Monitoring and Maintenance
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    • 제4권1호
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    • pp.85-105
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    • 2017
  • Monitoring is the most important part of the construction and operation of the embankment dams. Applied instruments in these dams should be determined based on dam requirements and specifications. Instruments selection considered as one of the most important steps of monitoring plan. Competent instruments selection for dams is very important, as inappropriate selection causes irreparable loss in critical condition. Lack of a systematic method for determining instruments has been considered as a problem for creating an efficient selection. Nowadays, decision making methods have been used widely in different sciences for optimal determination and selection. In this study, the Multi-Attribute Decision Making is applied by considering 9 criteria and categorisation of 8 groups of geotechnical instruments. Therefore, the Analytic Hierarchy Process and Multi-Criteria Optimisation and Compromise Solution methods are employed in order to determine the attributes' importance weights and to prioritise of instruments for embankment dams, respectively. This framework was applied for a rock fill with clay core dam. The results indicated that group decision making optimizes the selection and prioritisation of monitoring instruments for embankment dams, and selected instruments are reliable based on the dam specifications.

포항 향토음식의 품질속성과 대중화 및 관광상품화 방안의 중요도와 만족도 분석연구 (Analysis of Importance and Satisfaction of Quality Attribute, Popularization and Tourism Commercialization Strategy of Pohang Local Food)

  • 백서영;이연정
    • 한국조리학회지
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    • 제23권3호
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    • pp.227-241
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    • 2017
  • This study was conducted to examine the importance and satisfaction of quality attribute, popularization and tourism commercialization of Pohang local food. The purpose of this study was to provide useful information for establishing efficient marketing direction that serves the popularization and the activation of the Pohang local food. On the prospects and improvement of Pohang local foods and its use, 86.1% of subjects stated that the status quo was being maintained or only a portion of the foods was being transmitted. On the dissemination of local foods as world foods, subjects stated 'cooking methods' and 'simplified cooking methods' were required. In the IPA result of Pohang local food quality attributes, it is important to continuously keep 'health', 'nutrition', 'hygiene', 'preference (taste)', 'freshness', and 'credibility toward the ingredients', while 'service' needs to do intensive care and operation. The importance and satisfaction of attributes regarding plans for popularizing local foods and commercializing tourism differed, with importance and satisfaction on average being high, although attributes on plans for popularizing local foods and commercializing tourism was lower than the expectation of customers. Such results mean that residents have high expectations for Pohang local foods, on the other hand, the quality of local foods fails to satisfy the expectations of residents. Therefore, it is important to improve the quality of local foods overall.

Kano-SERVQUAL 통합 접근법을 이용한 자동차 서비스 품질에 대한 고객인식 연구 - H사(社)의 자동차 서비스를 중심으로 - (Customer perception of auto service quality using Kano-SERVQUAL integrated approach - Focusing on the auto service of 'H' company -)

  • 김학균;송해근;박영택
    • 품질경영학회지
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    • 제44권4호
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    • pp.965-981
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    • 2016
  • Purpose: This study aims to propose Kano-SERVQUAL integrated approach as an effective tool for evaluating auto service quality attributes to enhance the use of SERVQUAL. Methods: The Kano-SERVQUAL survey was conducted to evaluate customer perception for 28 auto service quality attributes which were obtained from auto service expert in 'H' company. The correlation analysis of SI(Satisfaction Index), DI(Dissatisfaction Index) and expectation values are conducted in this study. Results: The 28 auto service quality attributes are classified into attractive attributes and one-dimensional attributes. The results of this study show that the correlations between the customers' expectation values and DI is strongly positive correlation with 1% significance level, expectation values and SI is negative correlation with 10% significance level. Conclusion: The results show that the purposed Kano-SERVQUAL integrated approach provides a deeper understanding of service quality attributes in that it distinguishes the customers' expectation values between highly expected attributes(e.g. must-be attribute) and less expected attributes(e.g. attractive attribute).

프레스 끼임 재해 사례분석을 통한 안전금형 모델 연구 (A Study on safety die model through samples of the disaster analysis which gets jammed in)

  • 이춘규;남승돈;김영춘
    • 대한안전경영과학회지
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    • 제15권2호
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    • pp.71-77
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    • 2013
  • The accident which is caused by the press work remains a Permanent obstacle in worker's hand or arms, the disaster ratio is high and the fatal case is many. Mainly Like this accident occurs because the hand to enter with inside of the press die, therefore, basic countermeasure is the safety press. In order to prevent access to mechanical moving part by the hand or any part of the body, it is important to making a safety die design Structurally. It presents the design of the safety press die with suitable structure in the Product's attribute which it had shown in samples, There is a possibility of being difficult because the attribute of safety die design that had present all the productions from research does not agree each other. but because the representative process which is used most at sample had designed, If you were imitates with safety die design base which is presented from this research, It comes to be thought to be the part which can are used at the various sides.

공항 소음에 대한 퍼지 헤도닉 분석 (Fuzzy Hedonic Analysis of Airport Noise)

  • 이성태;이광석
    • 자원ㆍ환경경제연구
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    • 제17권1호
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    • pp.147-164
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    • 2008
  • 주택에 포함된 여러 가지 환경적 요인에 대한 가치추정을 시도할 경우 전형적인 헤도닉 가격기법에서는 시장균형을 가정한다. 이때 개별 요인들의 추정가치는 시장가격에 근거한 암묵적 가치가 된다. 따라서 이 접근법의 논리는 기본적으로 현시선호이론을 배경으로 한다. 그런데 주택시장의 참여자들이 주택과 관련된 요인들에 대해 완전한 정보를 갖지 못하거나 판단이 애매할 경우에는 전형적인 헤도닉 접근법이 제공하는 추정치의 적절성에 대해 의문이 제기될 수 있다. 이 문제의 해결방안으로 퍼지 헤도닉 기법이 제안된 바 있다. 본 논문은 우리나라 주요 공항주변의 비행기 소음이 주택가격에 미치는 영향을 추정하기 위해 퍼지 헤도닉 기법을 응용함으로써 추정치에 포함된 불확실성 또는 모호성 부분을 파악하고자 하였다.

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의복품질의 개념정의와 차원분류 (Concept Definition and Multi-Dimensional Classification of Apparel Quality)

  • 오현정;이은영
    • 한국의류학회지
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    • 제22권3호
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    • pp.374-383
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    • 1998
  • Apparel Quality was one of the most important elements to evaluate the reputations of companies and products which affect the consumer's purchasing behavior. From researches on apparel quality, there was no common concept of quality as well as no common dimensions. The purposes of this study were to identify apparel quality concept and to classify the multi-dimensional concept of apparel quality. The research was carried out in theoretical as well as empirical studies. The theoretical study was conducted to find out apparel quality concept and divide apparel quality concept into four dimensions groups. The empirical study followed the theoretical study to confirm the multi-dimensional concept of apparel quality. The empirical study was investigated that the questionnaire was administered to 634 housewives in Seoul, Kwangju, and Busan during the fall of 1996. The data were analysed by LISREL analysis. This study identified that apparel quality was characteristics of consumer's desires for apparel. The results of the theoretical study verified that apparel quality concept was organized into four different dimensions: physical attribute, physical function, instrumental performance, and expressive performance.

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TOPSIS방법을 이용한 물류서비스품질 우선순위 선정에 관한 연구 (A Study on the Selection of Logistic Service Quality Priority with TOPSIS)

  • 김석철;강경식
    • 대한안전경영과학회지
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    • 제19권3호
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    • pp.137-150
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    • 2017
  • Logistic enterprises want to be competitive enterprises in fierce logistic market and worry about the securement of discriminative competitiveness for it. The standards for the judgement of logistic industry's maintenance of competitiveness are not only economic feasibility of logistic costs but also the satisfaction of users because well-established service system for variety and enhancement of logistic needs. Some of the quality attributes sufficiently satisfy expectation of customers, but not guarantee high-quality satisfaction. Therefore, it's difficult to grasp quality attributes with the existing approach of perceived service quality. Quality attribute model suggested by Kano is widely used as the concept is accurate, there is high possibility to be used at the stage of product/service planning, and it can be easily applied. Kano model has a limitation that quality attributes are classified with mode and the differences between strong property of the quality attribute and week property in quality attributes were ignored. Therefore, Timko calculated customer satisfaction coefficient with the result of Kano's survey and effects of customer satisfaction and unsatisfaction through relations between satisfaction coefficient and unsatisfaction coefficient. The purposes of this study are to use ASC, the average of satisfaction coefficient and unsatisfaction, as the satisfaction of quality characteristics, decide the importance of quality characteristics with TOPSIS, a representative multi-standard decision-making method, and calculate strategy improvement propriety of logistic service quality.

Factors Affecting Consumer Goods Buyers' Choice in E-Commerce Sites: Evidence from Vietnam

  • PHAM, Hung Cuong
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.947-953
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    • 2020
  • The main purpose of this study is to find the factors affecting the consumer goods buyers' choice on e-commerce sites in Vietnam. By using the quantitative method, the paper examines the theoretical research model and tests four hypotheses. The sample was drawn from the population of e-commerce sites in Vietnam comprising about 1,000 respondents. This study used the questionnaire method to collect primary data to test the hypotheses. Data analysis of the questionnaire was done using SPSS. The results show that there is a correlation between personal preferences of consumers on colors and brands and their actual final choice on e-commerce sites in Vietnam. The most important factor affecting the consumer goods buyers' choice on e-commerce in Vietnam is the brand of E-commerce site, following by the color and position. Among all educational groups, respondents with a Master degree pay the biggest attention to the site's color attribute, and those with a Bachelor degree pay more attention to the brand attribute. Women pay much more attention to the location of the products on the screen than men, as do consumers with a PhD degree, over respondents with a Bachelor or Master degree, and foreigners over Vietnamese consumers.

데이터 마이닝을 위한 제어규칙의 생성 (The Generation of Control Rules for Data Mining)

  • 박인규
    • 디지털융복합연구
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    • 제11권11호
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    • pp.343-349
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    • 2013
  • 러프집합에서는 동치류와 근사공간의 개념을 이용하여 데이터 마이닝 분야에서 중복되는 정보로부터 특징점을 효율적으로 추출하여 최적화된 제어규칙을 유도할 수 있다. 이러한 추출과정에서 가장 중요하게 고려되어져야 할 부분은 많은 속성에 대한 감축이다. 본 논문에서는 속성간의 관계에서 러프엔트로피를 이용하여 가장 신뢰도가 우수한 속성을 구할 수 있는 정보이론적인 척도를 제시한다. 제안된 방법은 러프엔트로피를 기반으로 불필요한 속성을 제거함으로써 유용한 리덕트를 생성하고 이들에 대한 코어를 형성한다. 결과적으로 원시정보의 내용은 변하지 않으면서 지식감축을 통하여 간소화된 제어규칙을 구축할 수 있음을 보인다.