• The Journal of Asian Finance, Economics and Business
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• 제6권3호
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• pp.173-183
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• 2019

This study aims to utilize big data contents of news and social media for developing a corporate strategy of multinational enterprises and their global decision-making through the data mining technique, especially text mining. In this paper, the data of 2 news media (BBC and CNN) and 2 social media (Facebook and Twitter) were collected for the three global leading Korean companies (Samsung, Hyundai Motor Company, and LG) from April, 2018 to April, 2019. The findings of this paper have shown that traditional news media and also modern social media have become devastating tools to extract global trends or phenomena for businesses. Moreover, this presents that a company can adopt a two-track strategy through two different types of media by deriving the key issues or trends from news media channels and also grasping consumers' sentiments, preference or issues of interest such as battery or design from social media. In addition, analyzing the texts of those media and understanding the association rules greatly contribute to the comparison between two different types of media channels to see the difference. Lastly, this provides meaningful and valuable data empowered insights to find a future direction comprehensively and develop a global strategy for sustainability of business.

• Environmental Analysis Health and Toxicology
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• 제18권1호
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• pp.63-67
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• 2003

Benzoic acid is produced about 700 tons/year in Korea as of 1998 survey. Most is used as a stabilizer in the processes of synthesis of pharmaceuticals and dyes. It is also used for ingradient of paint, disinfections, and antifungals. Due to the antioxidant activity of benzoic acid, the chemical is also used as food preservatives. Although the chemical is widely used in Korea, exposure levels in air, water, soil or sediment have not been monitored or estimated so that risk evaluation of benzoic acid was not possible. In this study, distribution of the chemical among environmental media was estimated using EQC model based on the chemical-physical properties. In Level I and II of which the chemical are hypothesized in equilibrium and no transfer through the media, more than 93％ of benzoic acid are estimated to be distributed in water. However, in Level III of which non-equilibrium and intermedia transfer could be occurred, the chemical is estimated to distributed to soil, 64％ and water,35% as of total amount.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2000년도 하계학술대회 논문집 A
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• pp.483-485
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• 2000

This paper presents the operation technology and the remote monitoring system of distribution pole transformer. Especially, this system uses CDMA wireless data communication network as media which is serviced on a national scale. It has four major components such as sensor for measuring the secondary voltage and currents of distribution transformer, CDMA wireless modem for data modulating/demodulating, communication media for sending/receiving of data, and PC server for monitoring the results of sensing or computing information. This paper also describes the configuration of each component's functions with its development process.

• 스마트미디어저널
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• 제5권4호
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• pp.41-48
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• 2016

In mobile ad hoc networks(MANETs), all the nodes in a network have limited resources. Therefore, communication topology which has long lifetime is suitable for nodes in MANETs. And MANETs are exposed to various threats because of a new node which can join the network at any time. There are various researches on security problems in MANETs and many researches have tried to make efficient schemes for reducing network power consumption. Power consumption is necessary to secure networks, however too much power consumption can be critical to network lifetime. This paper focuses on energy efficient monitoring node distribution for enhancing network lifetime in MANETs. Since MANETs cannot use centralized infrastructure such as security systems of wired networks, we propose an efficient IDS node distribution scheme using minimum spanning tree (MST) method to cover all the nodes in a network and enhance the network lifetime. Simulation results show that the proposed algorithm has better performance in comparison with the existing algorithms.

• 스마트미디어저널
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• 제2권3호
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• pp.47-53
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• 2013

최근 융합 IT의 대표적 응용분야로서 물류시스템에 RFID/NFC 등의 기술이 사용되고 있으며, 물류의 흐름에 따른 많은 빅 데이터(Big Data)가 생성되고 있다. 이러한 분산된 데이터를 수집하여 하둡 시스템의 병렬처리 기능으로 생산 아이템의 물류 정보와 물류의 이력관리를 위한 정보를 생성할 수 있다. 이를 지원하기 위한 하둡 시스템 설계 및 프로토타입을 개발하여 이의 활용가능성을 타진하였다.

• 한국원자력학회:학술대회논문집
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• 한국원자력학회 1997년도 추계학술발표회논문집(1)
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• pp.451-456
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• 1997

Temperature distribution measurements in the mockup apparatus of reactor vessel were performed to determine the effective thermal conductivity of porous media with different geometry and to obtain the experimental data for the heat transfer processes by natural convection occurring in the air duct. The temperature distributions at four separated sections with different arrangements of porous media have different slopes according to the geometrical configuration. From the measured temperature distribution, effective thermal conductivity have been derived using the least square fitting method. The test at air duct was performed to the high heat removal at 3.4kW/$m^2$ by the natural convection from the outer wall to the air. And also the temperature distributions in the air duct agree well with the 1/7th power-law turbulent temperature distribution. The obtained heat transfer data have been compared with the Shin's and Sieger's correlations.

• 상하수도학회지
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• 제10권2호
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• pp.55-69
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• 1996

Backwashing is one of the most important processes in water treatment. Several models have been utilized to predict minimum fluidization velocity and expansion of media. However, it is not unusual that the actual bahavior of media dose not agree well with the prediction. This study has investigated the applicability of models in predicting the minimum fluidization velocity of sand media. However even the better model has predicted minimum fluidization velocity 1.1 to 1.8 times higher than actual fluidization velocity. The expansion rate of sand media was inspected. It is found that the actual expansion rate was greater than the predicted. In this study condition, use of $d_{10}$ instead of $d_{60}$ was better to predict the expansion of media. On the contrary to the sand media, the actual expansion of anthracite media was less than that predicted. Sometimes it is reported that the dual media has been overflown during backwashing and mixed severely at the interface. It is because the grain size distribution of anthracite has not been selected properly. The numerical values for media expansion found in this study could be referred as the useful data in operating and/or designing filter media.

• 스마트미디어저널
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• 제9권3호
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• pp.80-89
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• 2020

Out - of - distribution (OOD) samples are frequently encountered when deploying a classification model in plenty of real-world machine learning-based applications. Those samples are normally sampling far away from the training distribution, but many classifiers still assign them high reliability to belong to one of the training categories. In this study, we address the problem of removing OOD examples by estimating marginal density estimation using variational autoencoder (VAE). We also investigate other proper methods, such as temperature scaling, Gaussian discrimination analysis, and label smoothing. We use Chonnam National University (CNU) weeds dataset as the in - distribution dataset and CIFAR-10, CalTeach as the OOD datasets. Quantitative results show that the proposed framework can reject the OOD test samples with a suitable threshold.

• 한국콘텐츠학회논문지
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• 제15권10호
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• pp.127-137
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• 2015

세계 1위의 콘텐츠 생산 및 소비국이며, 최근에는 스마트 미디어 환경이 빠른 속도로 조성되고 있는 미국 시장에서 최근 한국 프로그램에 대한 관심이 높아지고 있다. 이러한 현상은 프로그램 수출 지역의 편중 현상이 여전히 존재하는 한국 방송 시장에 새로운 출구를 모색하게 하는 청신호가 아닐 수 없다. 이에 따라 미국 시장 진출을 활성화하기 위해서는 해당 시장을 겨냥한 한국 방송 프로그램의 차별화된 수출 전략이 필요할 것으로 여겨진다. 본 연구에서는 각 사의 홈페이지와 신문 기사, 보고서 등의 자료를 2차 분석하고, 유통 담당자들을 대상으로 심층 인터뷰를 실시하여 국내 지상파 방송사를 중심으로 미국 시장 진출 현황 및 특성을 살펴보고 향후 지속적인 수출 활성화를 위한 방안을 모색해 보고자 한다.

• 한국통신학회논문지
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• 제31권8B호
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• pp.730-735
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• 2006

본 논문에서는 보안이 적용된 VoIP 시스템에서 합법적 감청 지원을 위한 미디어 키 분배 기법을 제안하였다. 현재 제정되고 있는 미국과 유럽의 감청 표준은 양단간에 보안이 적용된 VoIP 시스템의 경우, 보안이 적용된 키정보를 수집하는 메커니즘이 정의되어 있지 않아 감청에 어려움이 예상된다. 제안된 기법은 미디어 트래픽의 암호화를 위해 사용한 미디어 키를 ISP AAA 서버, TSP 등록 서버와 UA 간의 대칭키로 이중 암호화하여 각 서버에 보관하였다가 합법적 감청 기관으로부터 승인된 감청 요청이 있을 경우 각 서버에서 미디어 키를 합법적 감청 기관으로 전달하여 암호화된 미디어 트래픽을 감청 할 수 있는 방법을 제안하였다. 이 방법은 이중으로 암호화된 미디어 키를 어느 한쪽 서버에서 임의로 확인할 수 없으며, 합법적 감청 승인을 받은 감청 기관에 의해서만 미디어 키를 확인할 수 있기 때문에 무분별한 감청 시도를 방지할 수 있어 개인의 사생활을 보호할 수 있다.