• 대한건축학회논문집:구조계
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• 제34권5호
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• pp.35-42
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• 2018

In order to seek out methods to reduce safety accidents caused by construction machinery and equipment, this study collects data about safety accidents and draws main risk factors by construction from the data, through SNA. It aimed to suggest safety management points to be used in future construction fields, by analyzing risk index of such factors. The finding can be summarized: First, Backhoe Bucket is the risk factor for crash accidents of average workers in earth works; boring machines-maintenance is the risk factor for fall accidents of construction machinery operators in foundation works; bending machine-reinforcing rod processing is the risk factor for jamming accidents of reinforcing rod engineers in frame works; and mobile crane-hook is the risk factor for crash accidents of average workers in lifting works. Second, works can be arranged in turn, according to the risk index: earth, lifting, frame and foundation works. Risk factors can be also arranged according to the risk index: Backhoe in earth works, pile drivers in foundation works, bending machines in frame works and mobile cranes in lifting works. This study has some limits, in that it only analyzed main machinery/equipment, among various kinds of them, for earth, foundation, frame and temporary works (lifting works) and used data collected over three years. Therefore, it is necessary to conduct an analysis using big data, by collecting additional data about a lot of machinery/equipment in future construction fields.

• International journal of advanced smart convergence
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• 제10권2호
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• pp.145-150
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• 2021

Patients with Pressure injuries (PIs) may have pain and discomfort, which results in poorer patient outcomes and additional cost for treatment. This study was a part of larger research project that aimed at prediction modeling using a big data. The purpose of this study were to describe the characteristics of patients with PI in critical care; and to explore comorbidity and diagnostic and interventive procedures that have been done for patients in critical care. This is a secondary data analysis. Data were retrieved from a large clinical database, MIMIC-III Clinical database. The number of unique patients with PI was 2,286 in total. Approximately 60% were male and 68.4% were White. Among the patients, 9.9% were dead. In term of discharge disposition, 56.2% (33.9% Home, 22.3% Home Health Care) where as 32.3% were transferred to another institutions. The rest of them were hospice (0.8%), left against medical advice (0.7%), and others (0.2%). The top three most frequently co-existing kinds of diseases were Hypertension, not otherwise specified (NOS), congestive heart failure NOS, and Acute kidney failure NOS. The number of patients with PI who have one or more procedures was 2,169 (94.9%). The number of unique procedures was 981. The top three most frequent procedures were 'Venous catheterization, not elsewhere classified,' and 'Enteral infusion of concentrated nutritional substances.' Patient with a greater number of comorbid conditions were likely to have longer length of ICU stay (r=.452, p<.001). In addition, patient with a greater number of procedures that were performed during the admission were strongly tend to stay longer in hospital (r=.729, p<.001). Therefore, prospective studies focusing on comorbidity; and diagnostic and preventive procedures are needed in the prediction modeling of pressure injury development in ICU patients.

• 대한간호학회지
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• 제52권3호
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• pp.291-307
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• 2022

Purpose: The aims of study were to identify the main keywords, the network structure, and the main topics of press articles related to nurses that have appeared in media reports. Methods: Data were media articles related to the topic "nurse" reported in 16 central media within a one-year period spanning July 1, 2019 to June 30, 2020. Data were collected from the Big Kinds database. A total of 7,800 articles were searched, and 1,038 were used for the final analysis. Text network analysis and topic modeling were performed using NetMiner 4.4. Results: The number of media reports related to nurses increased by 3.86 times after the novel coronavirus (COVID-19) outbreak compared to prior. Pre- and post-COVID-19 network characteristics were density 0.002, 0.001; average degree 4.63, 4.92; and average distance 4.25, 4.01, respectively. Four topics were derived before and after the COVID-19 outbreak, respectively. Pre-COVID-19 example topics are "a nurse who committed suicide because she could not withstand the Taewoom at work" and "a nurse as a perpetrator of a newborn abuse case," while post-COVID-19 examples are "a nurse as a victim of COVID-19," "a nurse working with the support of the people," and "a nurse as a top contributor and a warrior to protect from COVID-19." Conclusion: Topic modeling shows that topics become more positive after the COVID-19 outbreak. Individual nurses and nursing organizations should continuously monitor and conduct further research on nurses' image.

• Nutrition Research and Practice
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• 제17권1호
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• pp.62-72
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• 2023

BACKGROUND/OBJECTIVES: Many studies have revealed an association between fat mass and the obesity-related gene (FTO) and obesity. On the other hand, no meta-analysis was conducted with data from only Koreans. Therefore, this study performed a meta-analysis using Korean data to provide evidence for the association between FTO single nucleotide polymorphisms (SNPs) and the risk of obesity among Korean adults. SUBJECT/METHODS: Meta-analysis was finally conducted with data extracted from seven datasets of four studies performed on Korean adults after the screening passed. Five kinds of FTO SNPs (rs9939609, rs7193144, rs9940128, rs8050136, and rs9926289) were included, and the relationship between FTO SNPs and body mass index (BMI) was investigated using linear regression with an additive model adjusted for covariants, such as age, sex, and area. RESULTS: The minor alleles of FTO SNPs were associated with increased BMI (odds ratio [OR], 1.31; 95% confidence interval [CI], 1.21-1.42). In sub-group analysis, FTO rs9939609 T>A was significantly associated with BMI (OR, 1.23; 95% CI, 1.06-1.42). The other FTO SNPs together were significantly associated with BMI (OR, 1.37; 95% CI, 1.25-1.49). The publication bias was not observed based on Egger's test. CONCLUSIONS: This meta-analysis showed that minor alleles in the FTO SNPs were significantly associated with an increased BMI among Korean adults. This meta-analysis is the first to demonstrate that minor alleles in the FTO SNPs contribute significantly to the increased risk of obesity among Korean adults using data from a Korean population.

• International Journal of Computer Science & Network Security
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• 제23권4호
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• pp.139-145
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• 2023

These days, protecting location privacy has become essential and really challenging, especially protecting it from smart applications and services that rely on Location-Based Services (LBS). As the technology and the services that are based on it are developed, the capability and the experience of the attackers are increased. Therefore, the traditional protection ways cannot be enough and are unable to fully ensure and preserve privacy. Previously, a hybrid approach to privacy has been introduced. It used an obfuscation technique, called Double-Obfuscation Approach (DOA), to improve the privacy level. However, this approach has some weaknesses. The most important ones are the fog nodes that have been overloaded due to the number of communications. It is also unable to prevent the Tracking and Identification attacks in the Mix-Zone technique. For these reasons, this paper introduces a developed and enhanced approach, called Multi-Obfuscation Approach (MOA that mainly depends on the communication between neighboring fog nodes to overcome the drawbacks of the previous approach. As a result, this will increase the resistance to new kinds of attacks and enhance processing. Meanwhile, this approach will increase the level of the users' privacy and their locations protection. To do so, a big enough memory is needed on the users' sides, which already is available these days on their devices. The simulation and the comparison prove that the new approach (MOA) exceeds the DOA in many Standards for privacy protection approaches.

• 한국정보교육학회:학술대회논문집
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• 한국정보교육학회 2021년도 학술논문집
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• pp.289-294
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• 2021

인공지능의 발달로 인해 전 세계적으로 4차 산업혁명의 물결이 일고 있다. 빅데이터, 사물인터넷 기반의 인공지능 기술로 모든 것이 하나로 융합되는 초연결 사회로 향하고 있다. 이에 따라 인공지능 시대의 교육 인재상으로 창의 융합형 인재 양성과 더불어서 감성적 창조 인재 양성을 추구하고 있다. 인간의 창의성 및 감성을 중심으로 인공지능과 협업하고 다양한 분야의 지식을 융합하여 새로운 것을 창조할 줄 알아야 한다. 이에 따라 본 연구는 인문학적 성향인 국어와 공학적 성향인 인공지능을 융합한 프로그램을 개발하여, 학생들이 인문학적 소양과 공학적 사고력을 융합해 창의적으로 문제를 해결하는 경험을 할 수 있도록 하였다. 교육 프로그램의 내용은 'AI와 함께하는 도서' 및 'AI와 함께하는 연극'과 같은 두 가지이었으며, 학생들이 인문학적 문제를 인공지능을 활용하여 해결하도록 하는 15차시 수업으로 구성하였다.

• 한국소프트웨어감정평가학회 논문지
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• 제13권2호
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• pp.9-17
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• 2017

소프트웨어 개발 단계에 오픈소스 소프트웨어를 활용함으로써 발생할 수 있는 라이선스 위반 문제 등의 이유로 소프트웨어 컴플라이언스는 반드시 행해져야하는 작업 중 하나이다. 하지만 다수의 개발자가 참여한 규모있는 소프트웨어를 분석한다는 것은 많은 시간과 높은 난이도를 요구한다. 이와 같은 문제점을 개선할 수 있는 방안 중 하나인 SPDX 문서는 소프트웨어 패키지에 대한 메타데이터를 규격화한 문서이다. 해당 규격이 활성화된다면 소프트웨어 패키지의 정보 분석 작업이 간소화될 뿐만 아니라 오픈소스 소프트웨어의 건전한 유통에도 기여할 수 있을 것이다. 본 연구에서는 오픈소스 소프트웨어의 라이선스 정보를 포함하고 있는 SPDX 문서를 특정 중앙서버에 의존하지 않고 분산화 된 장부의 기록물로 공유하고, 사용자에게 목적과 자격 요건에 따라 SPDX 라이프사이클 서비스를 제공하는 블록체인 기반의 SPDX 유통 플랫폼을 개발하였다. 또한 블록체인 기반의 SPDX 유통 플랫폼의 활성화에 기여하는 것을 목적으로 통합개발환경용 SPDX 문서 생성 플러그인을 개발하였다.

• 만화애니메이션 연구
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• 통권6호
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• pp.152-171
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• 2002

This study analyses the avatar service, which is recognized as an alternative strategy of animation industry. The research questions of this study are following: (1) How have the avatar services been developed and what are the present dominant types? (2) Which structural characteristics of e-business environment are needed for the success of avatar services? (3) What is the economic characteristics of avatar business model? To solve these research questions, the basic conditions and the structural characteristics of avatar services have been investigated. In the first place, two forms of avatar service are classified. One is the internet service site whole primary service is to provide chatting service based on avatar service. The other is the portal site in which many kinds of products and services are presented as bundles to meet the needs of internet users. So avatar service is one of bundles which those portal sites are providing with. In this study, the big five internet service sites are selected based on the profits they earned through the sales of avatar service. The result of analysis is that the pricing strategy of those big five sites is very different from those of traditional off-line markets. The pricing mechanism are based on the value which internet users endow with the avatar items, not based on the costs of making the products. Avatar is the representative informative goods. The informative goods have the original cost structures, constant fixed costs and zero marginal costs, so the providers of avatar services make much of the subjective values of consumers. The sayclub, which is the most successful avatar service site and earn the average sales of 3 billing won a month, takes the aggressive strategy of pricing avatar items at highest price in the industry. The avatar service providers which make lots of profits are planning of making differentiate the services, introducing well-known brand items and star-named items. Nevertheless, the fact that the members of the sayclub are not decreasing means that the network effect of the site is so strongly manifest. Moreover, the costs the members have paid for the avatar items are so big not as to switch from one site to the other site, it can be very costly. These switching costs are endemic in high-technology industries and digital contents industries. It can be so large that switching suppliers is virtually unthinkable, a situation known as 'lock-in'. When switching costs are substantial, competition can be intense to attract new customers, since, one they are locked in, they can be a substantial source of profit. The consumers of avatar items have switching costs if they subscribe for the new avatar service site. The switching costs can be subscription costs as well as the costs of giving up the items they already paid for. One common example of switching costs involves specialized supplies, as with inkjet printer cartridges. In this example, the switching cost is the purchase of a new printer. The market is competitive ex ante, but since cartridges are incompatible, it is monopolized dx post. So the providers of printer/cartridges set pricing printer so cheap and cartridges expensive. On the contrary, since the avatar service can be successful with the strong network effect, the providers of avatar services have to compete aggressively for new customers. So they allow the subscription at a low price(almost marginal cost) in the early market. The network effect can be maximized when the members are sufficiently growing. The providers which have the monopoly power with sufficient subscribers. begin to raise the prices over the lifetime of the product and make profits.

• 한국식품영양학회지
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• 제25권2호
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• pp.368-382
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• 2012

규장각 한국학연구원 및 한국고전종합 데이터베이스를 통하여 문집, 조선왕조실록, 일성록, 승정원일기, 의궤, 공문서 등의 문헌에 나타난 33가지 장의 종류 및 소요량, 장에 의한 백성의 구제, 장 관련 제도 등을 밝혔다. 우리나라 지명에는 삼국시대 이전부터 콩(豆)이 들어간 지명이 많다. 만주지역과 우리나라가 콩의 원산지이기 때문이다. 조선조에서는 콩과 소금, 메주를 세금으로 받거나, 공납 받아 장을 만들었다. 현종 5년(1664) 호조의 콩 저장량은 90,000여 섬(16,200 $k{\ell}$), 1년 소요량은 42,747섬(7,694 $k{\ell}$)이었다. 영조 32년(1756) 재해에 콩 10,000섬(1,800 $k{\ell}$)을 백성에게 나누어 주고, 영조 36년 (1756) 재해에는 전국의 세두 85,700섬(15,426 $k{\ell}$)을 감면하여 주었다. 조선조의 장 담당 관청은 내자시, 사선서, 사도시, 예빈시, 봉상시 등이고, 총융청(경기군영)의 장은 973섬(175.14 $k{\ell}$), 예빈시의 장은 1,100여 섬(198 $k{\ell}$)이다. 장을 담당한 직책은 장색, 장두, 사선식장 등이 있다. 정조 때(1777~1800) 왕실에서는 메주를 가순궁, 혜경궁, 왕대비전, 중궁전, 대전에 연간 20섬(3.6 $k{\ell}$)씩 공급하고, 감장은 가순궁 74섬 5말 1되(13.41 $k{\ell}$), 혜경궁 95섬 7말 2되 6홉(17.23 $k{\ell}$), 왕대비전 94섬 9말 5되 4홉(17.09 $k{\ell}$), 중궁전 84섬 11말 3되 4홉(17.17 $k{\ell}$)을 공급하였다. 장독은 어장고에 112개 있고, 남한산성 장창고에 690개가 있는데, 연간 15섬(2.7 $k{\ell}$)씩 장을 담갔다. 백성들이 굶주리면 나라에서 장으로 백성을 구제하였는데, 조선왕조실록에 대량 구제 기록이 20여 차례 있다. 세종 5년(1423) 굶주린 사람들에게 콩 2천섬(360 $k{\ell}$)으로 장을 담가주고, 세종 6년(1424)에는 쌀, 콩, 장을 47,294섬(8,512.92 $k{\ell}$)을 주고, 세종 28년(1446)에는 콩 46,236섬(8,322.68 $k{\ell}$)으로 장을 담가주었다. 조정에서는 장을 급료로도 주었다. 상을 당하여 장을 먹지 않고 참으면 효행으로 표창하였다. 조선왕조실록에 기록된 장은 19종류로 장(108), 염장(90), 말장(11), 육장(5), 감장(4)의 순이다. 승정원일기에는 11종류로 장(6), 청장(5), 말장(5), 토장(3)의 순이고, 일성록에는 5종류로 장(15), 말장(2), 감장(2)의 순이다. 의궤 및 공문서에는 13종류로 감장(59), 간장(37), 장(28), 염장(7), 말장(6), 청장(5)의 순이고, 시로는 전시(7)와 두시(4)가 있다. 이 중 육장 외에는 모두 콩만으로 만드는 장이다. 문집, 조리서, 조선왕조실록, 일성록, 승정원일기, 의궤 및 공문서 여섯 자료에 가장 많이 수록된 장류는 장(372), 염장(194), 감장(73), 청장(46), 간장(46), 수장(33), 말장(26) 등 콩으로 만든 장으로, 조리서에 존재하는 중국계 장은 문집과 왕실자료에는 없다. 따라서 조선시대 백성들과 왕실, 조정의 식생활에서는 콩으로 만든 전통 장이 사용되었다.

• 핵의학기술
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• 제15권1호
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• pp.121-125
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• 2011

배경 : B형간염표면항원(HBsAg)은 B형간염의 진단에 있어 가장 중요한 혈청학적 지표 중 하나이다. HBsAg 검사에 대한임상검사실의 수요에 맞추어 자동화 장비 및 검사법이 계속 개발되어 왔다. 본 연구는 국내에 보급된 RIAKEY, BNIBT, RIAKEY Ultra Sensitive HBsAg, ROCHE 키트의 민감도 및 변이형 검출능과 CLIA법의 CENTAUR 장비와 RIAKEY Ultra Sensitive HBsAg의 상관계수를 알아보고자 하였다. 방법 : WHO $1^{st}$ International Standard 1985(80/549), WHO $2^{nd}$ International Standard 2003 (00/588) 표준물질 2개를 이용하여 농도별 0.08, 0.04, 0.02, 0.01, 0.005 IU/ml 까지 계단희석을 시행하였으며, Subtype ad 9종, Subtype ay 변이시료 1종을 이용하여 RIAKEY, BNIBT, RIAKEY Ultra Sensitive HBsAg, ROCHE 키트를 이용하여 시행하였다. 그리고, 아형 검출에 사용된 변이시료 10종에 대한 IRMA법의 RIAKEY Ultra Sensitive HBsAg와 CLIA법의 CENTAUR 장비를 이용한 상관계수를 비교하였다. 결과 : 표준물질의 농도별 측정 시 WHO 0.01 PANEL 에서 Index 1.0 이상의 결과 값을 얻었으며, 그 결과 민감도는 0.01 IU/ml로 측정되었다. RIAKEY Ultra sensitve HBsAg 키트가 민감도측면에서 우수함을 알 수 있었다. RIAKEY Ultra sensitve HBsAg IRMA 키트에서는 adw2 9종과 ayw1 1종의 변이형 형태에 따라 모두 Index 1.0 이상으로 혈청중의 HBsAg을 100% 측정할수 있었다. RIAKEY Ultra sensitive HBsAg와 CLIA의 결과가 Y=1.0075 X + 1.2434, $R^2$=0.9982으로 우수한 상관성을 보였다. 결론 : 4세대인 IRMA법의 Ultra Sensitive HBsAg 키트로 혈청중의 HBsAg과 여러 가지 아형을 신속하고 정확히 측정하여 질병을 진단 할 수 있을 것으로 여겨진다.