• Title/Summary/Keyword: BIG4

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Proliferation of Smart Agriculture through Advanced ICT Technology (ICT 기술 고도화를 통한 스마트농업 확산)

  • Kim, Joo-Man;Chung, Wonho
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.18 no.4
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    • pp.117-122
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    • 2018
  • This paper suggests smart agricultural diffusion strategy through advanced ICT technology. Today, the world is threatened by environmental pollution and traditional warming due to global warming, and the decrease in agricultural workers due to low fertility and aging is expected to bring social problems to future food resources. The convergence of ICT technology and agriculture is not a labor-intensive primary industry, but a new paradigm that includes cultivation, manufacturing and services. It is urgent to spread smart farm technology that can supply stable food with low labor force. In this paper, we review the current state of smart farm technology, analyze the impediments to diffusion, and present the direction of smart agricultural development in the future by upgrading ICT technology.

A Study on Design and Application of Central Archives Management System Based on Cloud Computing (클라우드 컴퓨팅 기반 중앙기록물관리시스템 설계 및 적용에 관한 연구)

  • Jung, Yeyong;Shim, Gab-Yong;Kim, Yong
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.25 no.4
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    • pp.209-233
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    • 2014
  • This study is to propose an archive management model based on cloud computing for preservation and utilization, as analyzing the characteristic of business model, electronic records and archival system. To achieve the goals this study classifies hardware and software resources by cloud computing models and redesigns business processes based on cloud computing. Adopting cloud computing technology in a central archives management system can be a exemplary case for other archives management systems to improve system and business performance.

Run related probability function and their application to start-up demonstration tests

  • Bi, Yi-Ming;Oh, Jung-Taek;Cho, Gyo-Young
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.4
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    • pp.1067-1074
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    • 2016
  • A start-up demonstration test is a mechanism that is usually used to determine the reliability of equipment, for example water pumps, car batteries and power generators. The simplest and oldest start-up demonstration tests are called CS (consecutive successes) which have been studied by Hahn and Gage (1983), Viveros and Balakrishnan (1993).At first Hahn and Gage (1983) discussed the start-up demonstration test. I was based on i.i.d (independently and identically distributed) binary outcomes with the specified number of consecutive successful start-ups. Oh (2016) studied CSNCF (consecutive successful, but not consecutive failures). In this paper, we investigated the CS and CSNCF models, also their applications to start-up demonstration tests. The numerical results showed that the expectations and variances of the total number of attempted start-ups until the acceptance of the unit are gradually increasing in all of the specified number of successes as the p (probability of a successful start-up in an single trial) decreases from 0.99 to 0.90. The difference between means of the CS mode and CSNCF model is small, but variances of the CS and CSNCF are big.

Application of quasi-Monte Carlo methods in multi-asset option pricing (준난수 몬테칼로 방법을 이용한 다중자산 옵션 가격의 추정)

  • Mo, Eun Bi;Park, Chongsun
    • Journal of the Korean Data and Information Science Society
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    • v.24 no.4
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    • pp.669-677
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    • 2013
  • Quasi-Monte Carlo method is known to have lower convergence rate than the standard Monte Carlo method. Quasi-Monte Carlo methods are using low discrepancy sequences as quasi-random numbers. They include Halton sequence, Faure sequence, and Sobol sequence. In this article, we compared standard Monte Carlo method, quasi-Monte Carlo methods and three scrambling methods of Owen, Faure-Tezuka, Owen-Faure-Tezuka in valuation of multi-asset European call option through simulations. Moro inversion method is used in generating random numbers from normal distribution. It has been shown that three scrambling methods are superior in estimating option prices regardless of the number of assets, volatility, and correlations between assets. However, there are no big differences between them.

Collective Sentiments and Users' Feedback to Game Contents : Analysis of Mobile Game UX based on Social Big Data Mining (집단 감성과 모바일 게임 사용경험 : 카카오게임 사례연구)

  • Cheon, Youngjoon;Kwak, Kyu Tae
    • Journal of Korea Game Society
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    • v.15 no.4
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    • pp.145-156
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    • 2015
  • Existing researches have been limited to one-dimensional analysis of game experience (enjoyment, addictive user, usability). However, we considered to analyze complex sentiments of mobile game users due to diffusion of multitasking in these days. In this study, We focused on 'collective sentiments' of mobile game users and studied 'connected emotions and mental model' of them. To support theoretical assumption, we analyzed social data which reflect intention and unintended behavior of users. As a result, multiple consumption of service, diversified patterns of information recommendation and quest experience based on networking were critical to mobile game UX.

Bankruptcy Risk Level Forecasting Research for Automobile Parts Manufacturing Industry (자동차부품제조업의 부도 위험 수준 예측 연구)

  • Park, Kuen-Young;Han, Hyun-Soo
    • Journal of Information Technology Applications and Management
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    • v.20 no.4
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    • pp.221-234
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    • 2013
  • In this paper, we report bankruptcy risk level forecasting result for automobile parts manufacturing industry. With the premise that upstream supply risk and downstream demand risk could impact on automobile parts industry bankruptcy level in advance, we draw upon industry input-output table to use the economic indicators which could reflect the extent of supply and demand risk of the automobile parts industry. To verify the validity of each economic indicator, we applied simple linear regression for each indicators by varying the time lag from one month (t-1) to 12 months (t-12). Finally, with the valid indicators obtained through the simple regressions, the composition of valid economic indicators are derived using stepwise linear regression. Using the monthly automobile parts industry bankruptcy frequency data accumulated during the 5 years, R-square values of the stepwise linear regression results are 68.7%, 91.5%, 85.3% for the 3, 6, 9 months time lag cases each respectively. The computational testing results verifies the effectiveness of our approach in forecasting bankruptcy risk forecasting of the automobile parts industry.

Field Measurements of Compaction-Induced Lateral Earth Pressure on a Reversed-T Type Retaining Wall (역 T형 옹벽에 뒤채움다짐으로 유발된 횡토압의 현장계측)

  • Jeong, Seong-Gyo;Lee, Man-Ryeol;Jeong, Jin-Gyo
    • Geotechnical Engineering
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    • v.11 no.2
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    • pp.5-18
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    • 1995
  • A Compaction-induced lateral earth pressure was measured for a reversed-T type retaining wall of 4m high for three months. As a result of in-situ measurements, the lateral earth pressure fluctuated sharply with time after backfill, which was closely dependent upon the displacement of the retaining wall. The measured results showed big discrepancy with theoretical predictions made by existing theories, which are applicable to rigid wall. However, the in -situ data twas compared relatively well with those obtained by the finite element method. Analysis showed that the discrepancy may be caused by the displacement of the retaining wall during the compaction of the backfill.

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A study on simulation to current flow by short circuit of medical machine (대형의료기기의 회로 단락시 전류흐름에 대한 시뮬레이션 연구)

  • Choi, Do-Soon
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.5 no.4
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    • pp.211-215
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    • 2012
  • Surgery equipment in operating room is very important at treatment procedure of patients. In this circuit of large equipment, a sudden change of current make big problem such as short circuit. when the current is converted suddenly, the current converter becomes in saturate and it caused by the induction curve of the inductor. in this case, the rates of the primary and secondary winding are broken and it becomes a open circuit. in this paper, we will look around the current transform of the primary and secondary winding when current converter becomes in saturate.

Research for Development of Thermal Comfort Uniforms of Workers on a Low Temperature Storage (저온창고 작업자의 열적 쾌적성 증진을 위한 유니폼 조사 연구 - 대형 할인 마트 종사자를 대상으로 -)

  • Yoo, Hwa-Sook
    • Fashion & Textile Research Journal
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    • v.12 no.4
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    • pp.513-522
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    • 2010
  • The aim of this study is to investigate the actual state for the development of the thermally comfortable uniform for workers on a low temperature storage. Observation, interview and survey were executed focusing on the environment, clothing, and human factors which have effects on the comfort of workers. Of 400 distributed, 253 questionnaires were analyzed through descriptives, frequency, ANOVA, t-test, multi-response analysis, correlation analysis with SPSS 12.0. The results are following. Coming and going between a selling area and cold storages, the workers showed to experience a big temperature gap. They indicated to feel cold on face and hands which were not covered by clothing and have got sick because of low temperature. The workers wanted the uniform made of functional fabrics, especially heat insulation fabrics. Female workers rather than male workers, the older, and the longer their working period were, the more uncomfortable they revealed to feel. The workers who works on the daily products part or mainly on the freezer appeared to feel cold more than any other workers. In conclusion, it was found that the uniform which consider steady state and unsteady state heat transfer together must be developed.

Consumer Perception of Halal Cosmetics : Insights from Twitter Text Mining (할랄 인증 화장품에 대한 소비자 인식: 트위터 텍스트 분석)

  • Choi, Yeong-Hyeon;Lee, Kyu-Hye
    • Fashion & Textile Research Journal
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    • v.22 no.4
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    • pp.481-494
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    • 2020
  • This study examined consumer perceptions and consumer responses of Halal cosmetics and compared them with vegan cosmetics, which is a term similarly used. Twitter API of Python 3.7 was used to collect the keywords '#halalcosmetics' and '#vegancosmetics'. First, the main perception of consumers on Halal cosmetics focused on the original concept, image, expected efficacy, and factors to consider before purchase, religious keywords, labels and packaging for Halal cosmetics. Second, the main consumer perception of vegan cosmetics was the product concept, expected efficacy, factors to consider before purchase, related vegan industry, image, and vegan cosmetic components. Third, the consumer perceptions of Halal cosmetics and vegan cosmetics were similar in multiple ways, and both concepts included the Cruelty-free concept. Fourth, consumer satisfaction factors included cosmetics color, brand's consumer service, efficacy, smell, packaging design, reasonable price, effects, and formulation of cosmetics as well as satisfaction with Halal certification, and satisfaction of Vegan consumers. Consumer dissatisfaction factors included smell, flavor, delay in shipping, dissatisfaction with formulation, discrepancy between actual color and computer screen, concern and distrust about the use of prohibited ingredients for Halal products. This study examined consumer perceptions and reactions to Halal and vegan cosmetics to create basic knowledge for niche markets that are emerging as an ethical beauty consumption trend.