• Title/Summary/Keyword: Data Quality Testing

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A Study of the Data Qualituy Evaluation (데이터 품질 평가에 관한 연구)

  • Jung, Hye-Jung
    • Journal of Internet Computing and Services
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    • v.8 no.4
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    • pp.119-128
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    • 2007
  • In this paper, We study on the Data Quality Model of ISO/IEC 25012 among the Software product Quality Requirements and Evaluation(SQuaRE) in ISO/IEC 25000 Series. Because of the increasing data, user require the accuracy data, recent data, suitable data for used tools, complied security and not open to be public. We research the data quality management in the point of application of be affect influenced low quality in business. We propose the testing items and we propose the method of the evaluation proposed testing items. We study on the basis international Standards ISO/IEC 25012 and ISO/IEC 9126-2 and we proposed the testing method quantitatively on the basis of ISO/IEC 25000.

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Equivalence testing and its applications in industry (공업통계분야에서 동등성 검정 및 그 응용)

  • Baik, Jai-Wook
    • Journal of Korean Society for Quality Management
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    • v.36 no.4
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    • pp.1-6
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    • 2008
  • As more and more data are collected one may ask whether the data collected within a short period of time are same. In this case traditional hypothesis testing of $H_o:{\mu}_1={\mu}_2$ vs $H_1:{\mu}_1{\neq}{\mu}_2$ is used to determine whether the data are same when there is no knowledge about equivalence testing. However, this type of hypothesis testing has the undesirable property of penalizing higher precision. So TOST is to be performed in the event of equivalence testing. In this study equivalence testing is introduced where one can find the applications in industry. Traditional two sample t testing is to be compared with the equivalent testing and the procedure to perform the equivalence testing is to be presented along with an example. Finally equivalence testing in terms of the other parameters such as variance, proportion or failure rate is to be sought.

A Study on the use of Automotive Testing Data for Updating Quality Assurance Models (새로운 품질보증(品質保證)을 위한 자동검사(自動檢査)데이터의 활용(活用)에 관(關)한 연구(硏究))

  • Jo, Jae-Ip
    • Journal of Korean Society for Quality Management
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    • v.11 no.2
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    • pp.25-31
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    • 1983
  • Often arrangement for effective product assessment and audit have not been completely satisfactory. The underlying reasons are: (a) The lack of early evidence of new unit quality. (b) The collection and processing of data. (c) Ineffective data analysis techniques. (d) The variability of information on which decision making is based. Because of the nature of the product the essential outputs from an affective QA organization would be: (a) Confirmation of new unit quality. (b) Detection of failures which are either epidemic or slowly degradatory. (c) Identification of failure cases. (d) Provision of management information at the right time to effect the necessary corrective action. The heart of an effective QA scheme is the acquisition and processing of data. With the advent of data processing for quality monitoring becomes feasible in an automotive testing environment. This paper shows how the method enables us to use Automotive Testing data for the cost benefits of QA management.

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The Quality Analysis Model for Software Testing (소프트웨어 평가를 위한 품질 분석 모델)

  • Jung, Hye-Jung
    • Journal of Digital Convergence
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    • v.11 no.3
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    • pp.293-298
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    • 2013
  • We consider about software quality nowadays. The company considers about software quality more and more compare to software development. We analyze the software testing data in this paper. We find the software effect according to the number of testing, the number of testing date, the number of fault according to characteristics. Also, we analyze the result by regression. Also, we propose the testing effect by sex.

The Software Quality Testing on the basis of the International Standard ISO/IEC 25023 (국제표준 ISO/IEC 25023 을 기반으로 한 소프트웨어 품질평가)

  • Jung, Hye-Jung
    • Journal of the Korea Convergence Society
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    • v.7 no.6
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    • pp.35-41
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    • 2016
  • As software is very important, modern men are interesting software quality testing. In this paper, we analyze the Internation standard and Test data, so, we propose the testing method by analysing testing data. We compare ISO/IEC 9126-2 testing model with ISO/IEC 25023 testing model. On the basis of ISO/IEC 25023, we classify the test data and we analyze the difference of International Standard to functionality, reliability, usability, efficiency, maintainability, portability, compatability, and security. By reality 331 testing data, we classify test data, and analyze difference according to sex. We find regression model by functionality, usability and testing date and we prove difference of testing date and the number of error by tester. Also, we prove difference of the number of error in software type.

Bayesian Hypotheses Testing for the Weibull Lifetime Data (와이블 수명자료들에 대한 베이지안 가설검정)

  • 강상길;김달호;조장식
    • Journal of Korean Society for Quality Management
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    • v.28 no.3
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    • pp.1-10
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    • 2000
  • In this paper, we address the Bayesian hypotheses testing for the comparison of Weibull distributions. In Bayesian testing problem, conventional Bayes factors can not typically accommodate the use of noninformative priors which are Improper and are defined only up to arbitrary constants. To overcome such problem, we use the recently proposed hypotheses testing criterion called the intrinsic Bayes factor. We derive the arithmetic and median intrinsic Bayes factors for the comparison of Weibull lifetime model and we use these results to analyze real data sets.

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Hypotheses Testing for the Shape Parameter of the Weibull Lifetime Data

  • Kang, Sang-Gil;Kim, Dal-Ho;Cho, Jang-Sik
    • Journal of Korean Society for Quality Management
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    • v.27 no.4
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    • pp.153-166
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    • 1999
  • In this paper, we address the Bayesian hypotheses testing for the shape parameter of weibull model. In Bayesian testing problem, conventional Bayes factors can not typically accommodate the use of noninformative priors which are improper and are defined only up to arbitrary constants. To overcome such problem, we use the recently proposed hypotheses testing criterion called the intrinsic Bayes factor. We derive the arithmetic and median intrinsic Bayes factors and use these results to analyze real data sets.

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Influences of Power Fluctuation on In-Situ Ground Thermal Response Testing (지중 열반응 현장시험에서 소비전력 변동의 영향)

  • Kim, Jin-Sang;Park, Keun-Woo
    • Proceedings of the SAREK Conference
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    • 2006.06a
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    • pp.707-712
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    • 2006
  • Knowing the ground thermal conductivity is very importnat in designing ground heat exchangers. Knowledge of the ground soil and rock composition information dose not guarantee the prediction of accurate thermal information. In Situ testing of ground heat exchangers is becoming popular. However, in situ testing are performed at construction sites in real life. Adequate data collection and analysis are not easy mainly due to poor power quality. Power fluctuation also causes the fluctuation of received data. The power quality must be maintained during the entire in situ testing processes. To accurately analyse the test data, the understanding of the response of the power fluctuation is essential. Testing under the power quality varied by tester is very difficult. Analyzing power variation by numerical simulation is a realistic option. By varying power in a sinosuidal manner, its effects on predicting thermal conductivity from thermal response plots made from the test data are examined.

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A Study on Reality and Quality Improvement of Aviation Security Equipments Performance Certification System in Korea (항공보안장비 성능 인증제의 현실과 품질개선에 관한 연구)

  • Lee, Wonjoo;You, Sangwoo;Park, Soohong;Kim, Kyunghoon;Seol, Eunsuk;Han, Soojin;Park, Seoha;Lee, Jisu;Kim, Chanhwi;Kang, Jingu;Lee, Kiyoung
    • Journal of Korean Society for Quality Management
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    • v.49 no.2
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    • pp.113-125
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    • 2021
  • Purpose: This study focused on reality and quality improvement of aviation security equipment performance certification system. Methods: For this propose, we analyzed aviation security equipment performance certification system related legislations. Using analyzed data, we suggested advancement plan of aviation security equipment performance certification system. Results: In results, South Korea has been implementing aviation security performance certification system since October 2018. Parts for improvement of system are mutual certification with major countries that operate aviation security equipment performance certification systems, the spread of the defense industry's system, development of similar substances for handling explosives, and introduction of preliminary inspections. Conclusion: The research result could be used as a basic data for upgrading Korea's aviation security performance certification system.

A Study of the Software Testing Methods and fitness of the Reliability Models (소프트웨어 시험 전략과 신뢰도 모델적응 연구)

  • 문숙경
    • Journal of Korean Society for Quality Management
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    • v.29 no.4
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    • pp.92-102
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    • 2001
  • Software testing during development and operation should exercise to obtain the desired software quality and leave failure data set. So far, many software reliability models are classified and can be used to measure a software reliability only based on its failure history But, in practice, developers or testers of software systems must decide which existing software reliability model can be fitted. In this paper, we will show that an appropriate reliability model can be selected by considering relations between characteristics of each testing environment and models' assumptions. Several methods of software testing are presented and discussed. Also, unit test, integrated test, function test and system test that are sequentially exercised during development will be introduced.

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