• 제목/요약/키워드: Data Quality Testing

검색결과 523건 처리시간 0.035초

The Effect of Service Quality and Value of Five-Star Hotel Services on Behavioral Intentions with the Role of Consumer Satisfaction as Mediator

  • GOELTOM, Vasco Adato H.;KRISTIANA, Yustisia;JULIANA, J.;BERNATO, Innocentius;PRAMONO, Rudy
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.967-976
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    • 2020
  • This study aims to improve knowledge of consumers' decision-making by testing a conceptual model that considers the hotel's service quality and service value toward customers' behavioral intentions using a mediator, which is the role of consumers' satisfaction. The object of this research is five-star hotels, which has become a significant segment of the general hotel industry and is undergoing rapid expansion. This research is a quantitative research using questionnaire as the sampling method answered by people who have stayed at five-star hotels before. The total of 150 valid respondents were used in this study. The collected data was processed by a statistical tool software, Partial Least Square (PLS). The major findings of this research showed that the relations between service quality and service value of five-star hotels do not have significant positive impact on consumers' behavioral intention, nonetheless the mediation analysis shows that customers' satisfaction partially mediates service quality and service value with consumers' behavioral intentions to stay. It means that in this case, consumers' satisfaction has an important role to mediate service value quality and service value. As a result, the study shows that four out of six hypotheses are supported. A couple of recommendations are suggested for further research.

퍼지추론을 이용한 저항 점용접부위의 품질평가 알고리듬 (Quality assurance algorithm using fuzzy reasoning for resistance spot weldings)

  • 김주석;이재익;이상룡
    • 대한기계학회논문집A
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    • 제22권3호
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    • pp.644-653
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    • 1998
  • In resistance spot weld, the assurance of weld quality has been a long-standing problem. Since the weld nuggets if resustance spot welding form between the workpieces, visual detection of defects in usually impossible. Welding quality of resistance spot welding can be verified by non destructive and destructive inspections such as X-Ray inspection and testing of weld strength. But these tests, in addition to being time-consuming and costly, can entail risks due to sampling basis. The purpose of this study is the development of the monitoring system based on fuzzy inference, aimed at diagonosis of quality in resistance spot welding. The fuzzy inference system consists of fuzzy input variables, fuzzy membership functions and fuzzy rules. For inferring the welding quality(strength), the experimental data of the spot welding were acquired in various welding conditions with the monitoring system designed. Some fuzzy input variables-maximum, slop and difference values of electrode movement signals-were extracted from the experimental data. It was confirmed that the fuzzy inference values of strength have a .${\pm}$5% error in comparison with actual values for the selected welding conditions(9-10.5KA, 10-14 cycle, 250-300 $kg_f$). This monitoring system can be useful in improving the quality assurance and reliability of the resistance spot welding process.

전자정부 서비스의 지속적 수용 강화를 위한 통합적 접근 : 실증연구 (An Integrative Approach for Strengthening Continual Adoption of e-Government Services : An Empirical Study)

  • 임세헌
    • Journal of Information Technology Applications and Management
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    • 제20권1호
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    • pp.19-41
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    • 2013
  • This study analyzed the users acceptance of e-Government services. Many IT(Information Technology) adoption studies appeared the TAM(technology adoption model) of Davis[1989] as a theoretical background. The TAM composed of three factors those are the perceived easy of use, the perceived usefulness, and intention to adoption of IT. However, TAM did not explain the consequences of intention to adoption and antecedents of the ease of use and usefulness in IT adoption. To overcome limitations of TAM, many technology acceptance studies done. In this study, the researcher suggested the IT acceptance model for explaining users adoption of e-Government service based on the model of IT acceptance of Wixom and Todd[2005]. The model of Wixom and Todd[2005] based on the TAM of Davis[1989], IT adoption model of Taylor and Todd[1995] and, IS(Information Systems) success model of Delone and Mclean[1992, 2003]. For testing our research model, the researcher collected data from 200 users of e-Government services. The researcher analyzed in measurement model and structural model using statistical software. This study analyzed relationships among interaction, information quality, Web systems quality, satisfaction, ease of use, usefulness, and attitude to explain and predict influences of the users acceptance of e-Government services. The results of this study will provide useful information about develop a strategy for usage spread of e-Government services.

설계, 개발 및 양산 정보를 활용한 신뢰성 지수 개발 (Development of a Reliability Index using Design, Development and Production Information)

  • 김성규;박정원;김용수
    • 품질경영학회지
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    • 제43권3호
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    • pp.373-382
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    • 2015
  • Purpose: In this paper, we developed a reliability index (RI) to efficiently compare reliability of products based on the design, development and production information such as reliability tests, quality, product life-cycle management. RI also can be applied to reliability prediction of a novel product as well as comparison evaluation among existing products. Methods: For evaluating RI, we proposed evaluation process which is composed of five steps. Target modules are selected based on warranty data and correlation analysis. Scores of selected target modules are calculated by scoring function. Finally, weights of RI model are determined by optimization method. Results: This paper presented an empirical analysis based on failure data of mobile devices. In this case study, we demonstrated that there is a direct correlation between evaluated RI and field failure probability of each product. Conclusion: We proposed the index for comprehensive and effective assessment of product reliability level. From the procedure of this study, we expected to be applied for reliability estimation of novel products and deduction of field failure-related factors.

석면 함유 천장재에 대한 석면 안정화제 내구성 평가 연구 (Research on Durability Assessment of Asbestos Stabilizer for Asbestos-containing Ceiling Materials)

  • 하주연;신현규
    • 한국산업보건학회지
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    • 제30권1호
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    • pp.18-27
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    • 2020
  • Objectives: For testing asbestos stabilizer products which are used for the maintenance and management of asbestos-containing materials, durability assessment should accompany the evaluation of basic properties and performance. Therefore, in this study we designed a testing method and constructed a database of durability performance, thereby providing basic data for reliability studies of asbestos stabilizer. Methods: Since the ceiling materials targeted in this study are interior materials, test conditions of 95% relative humidity and 60℃ temperature were designed in consideration of the effect of high relative humidity in summer and seasonal indoor temperatures. Plate-shaped specimens treated with asbestos stabilizers were maintained in a thermo-hygrostat for 5, 10, and 20 days, and then the asbestos scattering prevention rate was measured by air erosion testing. Results: The scattering concentration tended to increase with time under the single humidity condition, and exceeded the indoor air quality standard of 0.01 f/cc, during the 20 days of maintenance. On the other hand, there was little change according to the temperature condition. In the case of a complex condition with temperature and humidity, the results were similar to the humidity test, but the scattering concentration increased more sharply at 20 days. Conclusions: The main deterioration factor that affects the durability of asbestos stabilizer is humidity, and the deterioration is caused by a mechanism in which the stabilizer coated on the surface is re-dissolved by moisture and evaporates or the coating layer is peeled off, which is accelerated by high temperatures.

한국형 합동 전술데이터링크체계의 소프트웨어 신뢰성 시험수행 방안에 관한 연구 (A Study on the Weapon System Software Reliability Testing for the Joint Tactical Data Link System Project Case)

  • 송영중;이윤정;구영훈
    • 한국전자통신학회논문지
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    • 제17권4호
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    • pp.663-670
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    • 2022
  • 본 연구는 한국형 합동 전술데이터링크 체계 사업의 사례를 통해 무기체계 소프트웨어 개발 및 관리 매뉴얼에서 규정하고 있는 무기체계 소프트웨어 신뢰성 시험이 정의되기 전에 획득한 소프트웨어 자산을 안정적으로 무기체계에 통합하는 방안을 제시한다. 이를 위하여 무기체계 소프트웨어 신뢰성 시험에 대한 개요와 한국형 합동 전술데이터링크체계 사업의 특성에 따른 신뢰성시험 적용의 문제점을 기술하고, 각 문제점에 대한 사업의 결정안과 이를 통한 기대 효과를 기술한다.

수질자료의 특성을 고려한 앙상블 머신러닝 모형 구축 및 설명가능한 인공지능을 이용한 모형결과 해석에 대한 연구 (Development of ensemble machine learning model considering the characteristics of input variables and the interpretation of model performance using explainable artificial intelligence)

  • 박정수
    • 상하수도학회지
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    • 제36권4호
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    • pp.239-248
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    • 2022
  • The prediction of algal bloom is an important field of study in algal bloom management, and chlorophyll-a concentration(Chl-a) is commonly used to represent the status of algal bloom. In, recent years advanced machine learning algorithms are increasingly used for the prediction of algal bloom. In this study, XGBoost(XGB), an ensemble machine learning algorithm, was used to develop a model to predict Chl-a in a reservoir. The daily observation of water quality data and climate data was used for the training and testing of the model. In the first step of the study, the input variables were clustered into two groups(low and high value groups) based on the observed value of water temperature(TEMP), total organic carbon concentration(TOC), total nitrogen concentration(TN) and total phosphorus concentration(TP). For each of the four water quality items, two XGB models were developed using only the data in each clustered group(Model 1). The results were compared to the prediction of an XGB model developed by using the entire data before clustering(Model 2). The model performance was evaluated using three indices including root mean squared error-observation standard deviation ratio(RSR). The model performance was improved using Model 1 for TEMP, TN, TP as the RSR of each model was 0.503, 0.477 and 0.493, respectively, while the RSR of Model 2 was 0.521. On the other hand, Model 2 shows better performance than Model 1 for TOC, where the RSR was 0.532. Explainable artificial intelligence(XAI) is an ongoing field of research in machine learning study. Shapley value analysis, a novel XAI algorithm, was also used for the quantitative interpretation of the XGB model performance developed in this study.

군수품 시험성적서 위·변조 방지 시스템 아키텍처에 대한 연구 (A Study on Test Report Information Service Architecture for Preventing Forgery and Alteration in Defense Industry)

  • 이동헌;전수연;배만재
    • 한국산학기술학회논문지
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    • 제17권4호
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    • pp.43-51
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    • 2016
  • 군수품 시험성적서에 대한 위 변조 방지는 군수품의 신뢰성 확보를 위한 중요한 활동의 일환이다. 본 연구에서는 군수품 시험분석기관에 대한 설문조사를 수행하고, 공공부문 전자문서시스템, 국방품질보증 업무체계 그리고 관련법령 분석을 하였다. 연구 결과로 시험성적서에 대한 위 변조를 원천적으로 차단하고 법적효력을 갖춘 표준화된 전자화문서 시스템 아키텍처를 제안하였으며, 전자서명방식의 타임스탬프를 적용하여 공문서와 사문서의 요건을 모두 충족하고 동기화서버를 통한 국방망과 인터넷망의 정보교환을 통해 보안성을 확보할 수 있는 전자화문서 시스템을 설계하였다. 제안된 아키텍처를 구현하여 시험기관 및 관련업체가 시험의뢰 및 성적서 발급까지 처리할 수 있는 일원화된 시스템을 구축하였다. 군수품 시험성적서 위 변조 방지 시스템의 주요기능은 계약번호 등의 관련자료 연계 및 계약 협력업체의 관리 등을 제공하여 업무 프로세스의 추적을 가능하게 하였고, 통계처리 등의 제공을 통해 정책제언 활용 및 회계처리를 간소화 할 수 있도록 하였다. 군수품 시험성적서 위 변조 방지 시스템은 군수품의 신뢰성 확보 및 품질관리, 정책제언 등의 유용한 도구로써 활용될 수 있을 것으로 기대된다.

소프트웨어 신뢰도 측정에서 고장률 비교 (Comparison of Failure Rates in Measuring Software Reliability)

  • 정혜정
    • 융합정보논문지
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    • 제12권5호
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    • pp.15-20
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    • 2022
  • 본 연구는 소프트웨어 품질 특성인 기능적합성, 신뢰성, 사용성, 이식성, 유지보수성, 성능효율성, 보안성, 호환성 중에서 신뢰성에 대한 평가 방안을 연구하였다. 소프트웨어 품질 측정에 있어 신뢰성의 정량적 평가 방안을 제시한다. 본 연구는 소프트웨어 품질 특성 중 하나인 신뢰성 평가 중 성숙성에 포함되는 고장률을 측정하는 방법에 대해서 소개하고 고장 데이터의 형태에 따라 고장률이 어떻게 변화하는지에 대해 실험데이터를 가지고 연구한 내용이다. 소프트웨어 테스팅을 중심으로 매일의 고장 수를 중심으로 소프트웨어 신뢰성 성장 모델에 적용하여 고장률을 측정하여 고장 데이터의 형태에 따라 비교 분석하였다. 6일간의 테스트를 통해서 발견된 고장 시간을 중심으로 고장률을 측정하고 측정결과를 이용해서 국제표준 ISO/IEC 25023에서 제시하고 있는 고장률과 비교 하였으며 데이터 형태에 따라 적용방안을 검토하였다.

National Genetic Evaluation (System) of Hanwoo (Korean Native Cattle)

  • Park, B.;Choi, T.;Kim, S.;Oh, S.H.
    • Asian-Australasian Journal of Animal Sciences
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    • 제26권2호
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    • pp.151-156
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    • 2013
  • Hanwoo (Also known as Korean native cattle; Bos taurus coreanae) have been used for transportation and farming for a long time in South Korea. It has been about 30 yrs since Hanwoo improvement began in earnest as beef cattle for meat yield. The purpose of this study was to determine the trend of improvement as well as to estimate genetic parameters of the traits being used for seedstock selection based on the data collected from the past. Hanwoo proven bulls in South Korea are currently selected through performance and progeny tests. National Hanwoo genetic evaluations are implemented with yearling weight (YW), carcass weight (CW), eye muscle area (EMA), backfat thickness (BF) and marbling score (MS). Yearling weights and MS are used for selecting young bulls, and EMA, BF, and MS are used for selecting proven bulls. One individual per testing room was used for performance tests, and five individuals per room for progeny tests. Individuals tested were not allowed to graze pasture, but there was enough space for them to move around in the testing room. Feeds including roughages and minerals were fed ad libitum, and concentrates were provided at the rate of about 1.8% of individual weight. Overall means of the traits were $352.8{\pm}38.56$ kg, $335.09{\pm}44.61$ kg, $77.85{\pm}8.838\;cm^2$, $8.6{\pm}3.7$ mm and $3.293{\pm}1.648$ for YW, CW, EMA, BF and MS. Heritabilities estimated in this study were 0.30, 0.30, 0.42, 0.50 and 0.63 in YW, CW, EMA, BF and MS, respectively, which are similar to results from previous research. Yearling weight was 315.54 kg in 1998, and had increased to 355.06 kg in 2011, resulting in about 40 kg of improvement over 13 yrs. YW and CW have improved remarkably over the past 15 yrs. Breeding values between 1996 and 2000 decreased or did not change much, but have moved in a desirable direction since 2001. These improvements correspond with the substantial increase in use of animal models since the late 1990s in Korea. Hanwoo testing programs have practically contributed to the improvement in aspects of quality and quantity. In sum, the current selection system is good enough to accommodate circumstances where fewer sires are used on many more cows. Although progeny tests take longer and cost more, they seem to be appropriate under the circumstances of the domestic market with its higher requirement for better meat quality. Consequently, accumulative data collection, genetic evaluation model development, revision of selection indices, as well as cooperation among farms, associations, National Agricultural Cooperative Federation, universities, research institutes, and government agencies must be applied to the Hanwoo selection program. All these efforts will assist the domestic market to secure a competitive position against imported beef under Free Trade Agreement trade system and will provide farmers with higher profits as well as the public with a higher quality of beef.