• Title/Summary/Keyword: 데이터 성숙도

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A Study on the Effects of Social Support on Career Maturity and Self-reliance of Inmates of a Juvenile Reformatory (사회적 지지가 소년원 내 남자청소년의 진로성숙과 자립 의지에 미치는 영향에 대한 연구)

  • Kim, Nayeong;Bae, Imho
    • Korean Journal of Social Welfare Studies
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    • v.49 no.2
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    • pp.233-256
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    • 2018
  • The purpose of this study was to investigate the effects of social support on career maturity and self-reliance of inmates in a juvenile reformatory. This survey was administered to the adolescents in S juvenile reformatory, which represents juvenile reformatory across the nation. Statistical analysis were performed using SPSS 22.0 for 115 complete responses. Results are as follows: First, the effects of social support on career maturity was found to be statistically significant, $R^2=.411$, p<.001. That is, support by friends and religious program personnel remained a significant influence on career maturity, after controlling for sociodemographic variables. Second, the effects of social support on self-reliance was also found to be statistically significant, $R^2=.520$, p<.001. It was shown that the support of friends and family as dependent variables, had statistically significant effects on self-reliance. The results of this study suggest the need to expand programs that reinforce support by friends, a meaningful variable, along with the need to seek and link available resources within the local community in order to build social support systems. It is also necessary to establish education and related organizations to provide effective socail support.

Population Dynamics of Crangon hakodatei from Coastal Area of Geoje Island, Korea (거제도 연안에 서식하는 마루자주새우, Crangon hakodatei의 개체군 역학)

  • Choi Jung Hwa;Kim Jung Nyun;Kim Sung Tae;Cha Hyung Kee
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.35 no.4
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    • pp.380-385
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    • 2002
  • The sand shrimp, Crangon hakodatei commonly occured in the southern coast of Korea. The population structure, growth, mortality, and size at sexual maturity of C. hakodatei were examined by the samples collected from the coastal area of Geoje Island, Korea from October 2000 to October 2001. For estimation of parameters of growth and mortality, monthly length-frequency data were analysed by ELEFAN. Parameters of growth were estimated, using the modified yon Bertalanffy growth function model. The female grew faster and reached larger size at the same age than the male, There was a breeding season showing a peak in winter (January to february). Total mortality by length-converted catch curve was estimated at $3.10 yr^{-1}$, fishing mortality was $0.62 y^{-1}$ and natural mortality was $2.48 yr^{-1}$. The size at $50\%$ sexual maturity for the female ranged from CL 11.00 to 11.50 mm.

A Study on the Estimation of Launch Success Probability for Space Launch Vehicles Using Bayesian Method (베이지안 기법을 적용한 우주발사체의 발사 성공률 추정에 관한 연구)

  • Yoo, Seung-Woo;Kim, In-Gul
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.48 no.7
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    • pp.537-546
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    • 2020
  • The reliability used as a performance indicator during the development of space launch vehicle should be validated by the launch success probability, and the launch data need to be fed back for reliability management. In this paper, the launch data of space launch vehicles around the world were investigated and statistically analyzed for the success probabilities according to the launch vehicle models and maturity. The Bayesian estimation of launch success probability was reviewed and analyzed by comparing the estimated success probabilities using several prior distributions and the statistical success probability. We presented the method of generating prior distribution function and considerations for Bayesian estimation.

Effects of Researcher Characteristics on the Technology Transfer of Knowhow (연구자 특성이 노하우 기술이전에 미치는 영향 -대학교수의 기술이전 시장데이터를 중심으로-)

  • CHEE, Seonkoo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.3
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    • pp.478-484
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    • 2017
  • This study analyzed statistically the determinants that affect the royalties of knowledge technology transfer, which accounts for a considerable portion of university technology transfer. As knowledge technology transfer certainly includes a move from tacit knowledge from one side to the other side per se, the scope of knowledge technology transfer is unclear and numerical information of technology transfer, such as research fund scale, which is used widely in previous studies, cannot be used in the analysis. Therefore, this study focused on the researcher characteristics and included its explanatory variables in the present study. In addition, it included the technical characteristics of the knowledge transferred and the characteristics of the contracting company. The knowledge maturity calculated from the appointment year and contract date positively affects the technology royalties, but work experience and patent activity of the researcher are not statistically significant. Statistically significant differences in the technology royalty according to the type of technology transfer and the company location were observed, but there was no meaningful change in the technology royalty depending on the technical field and company business scale.

Design and Application of App-Inventor-Software Class using Artificial Intelligence (인공지능을 활용한 앱인벤터 소프트웨어 교육 수업 설계 및 적용)

  • Park, Mi Hee;Hu, Kyeong
    • 한국정보교육학회:학술대회논문집
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    • 2021.08a
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    • pp.13-23
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    • 2021
  • This study requires SW education that can adapt to the advent of the fourth industrial revolution and the new normal environment of COVID-19 pandemic. Small and powerful smartphones, which have become a necessity in digital society, are designed and applied to create apps with useful apps or artificial intelligence modules that have been trained with data using the App Inventor program as a good teaching tool. After conducting the class in a blended method that combines face-to-face and non-face methods, the survey questioned the technical and cognitive maturity of artificial intelligence and the pros and cons of blended software classes. We also found changes in career orientation, which is intended to explore SW-related talent occupations that require a lot of demand in terms of national development before and after artificial intelligence classes. Significant results were reached in three of the sub-elements. Even in non-face-to-face situations, it is expected that an app vendor software education program using artificial intelligence will be provided to the actual site.

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A Study of SLA's Maturity Level on Performance (SLA의 수행 단계별 성숙도가 SLA 성과에 미치는 영향에 관한 연구)

  • Nam, Ki-Chan;Kim, Ju-Hee
    • Journal of Information Technology Applications and Management
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    • v.14 no.1
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    • pp.1-20
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    • 2007
  • IT outsourcing becomes one of the important shills for managing diverse and complex information systems, SIA is considered as an one of the success factors for the successful outsourcing management. Since it helps to establish common goal and provides better visibility of trends and performance, the SLA process must go beyond mere measurement to include a methodology for the ongoing management of service levels, and for the continuous improvement of service activities, functions and processes. Despite SLA is one of the most important skills for the successful outsourcing, few studies have been conducted for academic as well as practical purpose. For this reason, The objective of this study is to develop an SLA's maturity model and empirically demonstrate how SLA's maturity level affects its Performance through SLA's maturity model. The major contributions of this study are in two areas. This study contributes to academicians as well as practitioners. First, from the academic perspectives this study tries investigating the maturity level of the SLA based on empirical data. Second, practitioners can self-test their firms' maturity level using the proposed model. The results of this study show that the SLA's maturity level affected positively SLA's performance. It is founded that the SLA's maturity level had a significant impact on SLA's performance.

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Study of the Improvement Measurement of Test project through Software Defect trend analysis (소프트웨어 결함 추이분석을 통한 테스트 프로젝트 개선방안에 대한 연구)

  • Jang, Jin-WooK
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.1
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    • pp.691-696
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    • 2015
  • The interest in software defects is growing. Companies are working on reducing them by various ways with a software development part, customer service part and quality management part. The defect data collected from them will be analyzed according to the condition and purpose to minimize the defect, and it will contribute to improving the quality of products. This study analyzed the software defect progress for companies based on the test maturity model, and set up the defect preventing process. They were applied to the project, and the number of defects decreased from 106 to 16. This study focused on the existing defect, which is a basic requirement for software quality management, and have importance by presenting a way to improve the software product quality with minimum resources.

The Development of a Maturity Evaluation Model on the Technology Management Competence (MEMTMC) (국내 기업의 기술경영 역량수준의 성숙도 평가 모형 개발)

  • Ahn, Yeon S.;Kim, Wha Young
    • Journal of Information Technology Applications and Management
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    • v.22 no.4
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    • pp.77-94
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    • 2015
  • This research aims to develope a maturity evaluation model on the technology management competence (MEMTMC) and to investigate the relationship between technology management competencies and maturity evaluation level in Korean firms. After research framework building through literature review and field study focusing on interview process, a maturity evaluation model was suggested, including technology management competency factors such as vision and strategy, leadership, resources, projects, performance management, and systematic procedures. Through the empirical study on the 111 Korean firms, the MEMTMC model was tested and some hypotheses were examined. As a result of the research, we found that the MEMTMC is significant statistically to evaluate the technology management competencies of firms from a practical point of view. Additionally, these findings suggest that firms can build up their technology management competencies, including the vision and strategy, leadership, resources, projects, performance management, and systematic procedures in order to raise their maturity level of technology management competencies. But this research has some limitations such as this MEMTMC has not considered separately the variety of industry, not enough survey respondents and 5 level group firms etc.

A Study on the Method of Software Reliability Quality Testing (소프트웨어 신뢰성 품질 평가 방법론에 대한 연구)

  • Jung, Hye-Jung
    • 한국IT서비스학회:학술대회논문집
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    • 2006.05a
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    • pp.301-306
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    • 2006
  • ISO/IEC 9126에 의하면 스프트웨어 품질 특성은 기능성, 신뢰성, 사용성, 효율성, 유지보수성, 이식성의 6가지 품질 특성으로 나누어 평가를 실시하고 있다. 각 특성은 부특성으로 나누어지고 이러한 부특성에 따른 평가 항목을 메트릭으로 정의하고 있다. 그러나 품질 특성 중 신뢰성의 경우는 ISO/IEC 9126에서 제시한 부특성인 성숙성, 오류허용성, 복구성, 준수성에 따라 품질 평가 항목이 메트릭으로 제시되어져있다. 그러나 제시되어져 있는 신뢰성 평가 항목은 소프트웨어 신뢰성 성장 모델을 이용하여 신뢰도를 평가하고 메트릭 값을 얻도록 구성되어져 있으나 수리적인 어려움과 데이터 수집에 따르는 문제점으로 인하여 적용하고 있지 못한 실정이다. 이러한 문제점을 고려하여 고장 데이터를 이용하여 소프트웨어 신뢰성을 평가할 수 있는 방안을 검토하고 현재 연구가 진행되어지고 있는 국제 표준 문건 ISO/IEC 25000 시리즈를 국내 표준으로 적용할 수 있는 방안에 대해서 연구한다.

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Twitter Sentiment Analysis for Natural Language Processing (자연어 처리를 위한 트위터 감정 분석)

  • Li, Ang;Joe, Inwhee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.457-458
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    • 2022
  • 인터넷 시대에 소셜 미디어는 사람들의 삶에 완전히 침투했다. 많은 사용자 기반을 보유한 성숙한 온라인 플랫폼 중 하나인 Twitter를 통해 사용자는 최신 뉴스, 삶의 경험 및 흥미로운 삶의 이야기를 독립적으로 게시할 수 있다. 하지만 때론 부정적인 뉘앙스를 풍기며 기업이나 개인의 브랜드에 영향을 미치며 이익을 훼손하는 경우가 있기 때문에 욕설을 식별해 트위터 발신을 차단할 필요가 있다. 이 기사의 가장 큰 혁신은 Twitter 데이터를 사용하여 다양한 방법을 동시에 비교한다는 것입니다. 더 많은 데이터를 처리할수록 딥 러닝을 시도하면 좋은 결과를 얻을 수 있다. Transformer 분류기를 통합하여 최상의 결과를 얻었다