Our research is aimed at predicting recent trend and leading technology for the future and providing optimal Nano technology trend information by analyzing Nano technology trend. Under recent global market situation, Users’ needs and the technology to meet these needs are changing in real time. At this point, Nano technology also needs measures to reduce cost and enhance efficiency in order not to fall behind the times. Therefore, research like trend analysis which uses search data to satisfy both aspects is required. This research consists of four steps. We collect data and select keywords in step 1, detect trends based on frequency and create visualization in step 2, and perform analysis using data mining in step 3. This research can be used to look for changes of trend from three perspectives. This research conducted analysis on changes of trend in terms of major classification, Nano technology of 30’s, and key words which consist of relevant Nano technology. Second, it is possible to provide real-time information. Trend analysis using search data can provide information depending on the continuously changing market situation due to the real-time information which search data includes. Third, through comparative analysis it is possible to establish a useful corporate policy and strategy by apprehending the trend of the United States which has relatively advanced Nano technology. Therefore, trend analysis using search data like this research can suggest proper direction of policy which respond to market change in a real time, can be used as reference material, and can help reduce cost.

『자류주석』의 전거가 된 『훈몽자회』의 각 표제자를 『자류주석』에서 찾아 그 분류항목을 비교하여 분류항목의 분할과 통합의 양상을 살펴보았다. 먼저 분류 항목의 통합은 『훈몽자회』에서 여러 부류에 분류되어 나타나던 표제자가 『자류주석』에서는 하나의 부류에 분류 수록 되어 나타나는 현상을 말한다. 『자류주석』에서 하나로 통합되어 나타나는 『훈몽자회』 의 여 러 부류를 살펴보면 그 부류 역시 의미적으로 연관성이 있는 것으로 『자류주석』에서 『훈몽자회』의 여러 부류들을 하나로 통합할 수 있는 보다 폭넓은 의미 범주의 분류항목이 설정되어 통합이 이루어졌음을 알 수 있다. 그리고 분류항목의 분할은 『훈몽자회』에서 하나의 부류에 수록된 표제자가 『자류주석』의 여러 부류에 나타나는 분할의 양상을 말한다. 이러한 분류항 목의 분할은 『훈몽자회』에서 일반적이고 포괄적인 의미로 분류항목이 설정되었다면 『자류주석』에서는 보다 구체적이고 개별적인 의미로 분류항목이 설정되어 이루어졌음을 알 수 있다. 이처럼 『자류주석』에서는 『훈몽자회』에 수록된 한자들의 의미 구분을 매우 정밀하게 하여 분할과 통합이 이루어졌음을 알 수 있다.

This study was conducted to investigate the effects of fermented spent mushroom substrates (F-SMS) of Flammulina velutipes on growth performance, carcass traits, and economic characteristics of Hanwoo steers. A yeast strain (Saccharomyces sp. UJ14) and Bacillus strain (Bacillus sp. UJ03) isolated from fresh spent mushroom substrates of Flammulina velutipes were used as probiotics to prepare F-SMS. Twenty-four Hanwoo steers (14 months old) were allocated to three dietary treatments via a randomized block design and were slaughtered at 30 months of age. These treatment groups included Control (TMR), T1 (TMR containing 10% of F-SMS) group, and T2 (TMR containing 30% of F-SMS). Body weight gain was not influenced by the experimental diets. DM and TDN intakes in the finishing period were significantly (p < 0.05) greater in group T1 than in other groups. CP intake was significantly (p < 0.05) greater in group T2 than in other groups during the whole experimental period. Among carcass traits, rib-eye area and back fat thickness tended to increase with F-SMS supplementation. The appearance rate (%) of a meat yield more than grade A was the highest in group T1. The net profits increased by 1.2% and 13.3% in groups T1 and T2, respectively. In conclusion, if a proper feeding program (including feed safety) can be ensured, spent mushroom substrates of Flammulina velutipes can prove to be a highly profitable feed source for Hanwoo steers.

PURPOSES : The objective of this study is to identify the characteristics affecting traffic accidents that have occurred in 564 industrial complexes nationwide from 2011 to 2015.METHODS : The traffic accidents were specified using various factors such as industrial complex type (national VS. general), industrial complex degradation (old VS. non-old), location of complex (capital VS. non-capital), and traffic law violation (speeding, signal violation, and median invasion). The average number of crashes and accident ratio (fatal, severe, and both) in terms of characteristics of industrial complexes were calculated. With a sample of crashes of the industrial complexes for 5 years, statistical significances were tested to analyze and compare the differences based on industrial complex and traffic law characteristics using parametric and non-parametric methods.RESULTS: From statistical results, it is observed that the crash frequency occurring in old industrial complexes is three times higher than that in non-old industrial complexes. Old industrial complexes located in a capital area, old national industrial complexes, and old general industrial complexes are considerably related to higher crash frequency, but the fatal accident ratio appeared to have no statistical difference across industrial complex characteristics. Severe crashes are more likely to occur in non-old industrial complexes on an average.CONCLUSIONS : It is necessary to eliminate potential threats to roads and traffic in the same manner as illegal parking in industrial complexes through the restoration of old industrial complexes. To improve the efficiency of road infrastructure, efforts should be made to improve traffic safety in accordance with industrial characteristics such as planning and operation of relevant local government programs.

Good Agricultural Practices (GAP) is the world's leading quality certification for food safety. Since its introduction in Korea in 2006, its importance has been increasing every year. In particular, food safety issues are becoming increasingly important in society, and food safety is directly linked to health. The core of GAP certification is the traceability of the production, distribution, and consumption of hazardous materials, including pesticide residues, heavy metals, and microbes. In the present study, pesticides and heavy metals in button mushroom (Agaricus bisporus) and associated cultivation materials were analyzed. Tricyclozole (0.0144 ppm), flubendiamide (0.147 ppm), and trifloxystrobin (0.0340 ppm) were detected in rice straw and wheat straw, and carbendazim (0.0142 ppm) was detected in mixed wheat straw and rice straw medium. Lead and cadmium were detected at levels higher than the standard level in rice straw and mixed medium. However, lead and cadmium were not detected in mushrooms, and levels of arsenic and mercury were below the safety limit. Therefore, it was confirmed that the residual pesticides and heavy metals are safely managed in the investigated mushroom species. The results of the present study suggest that if these materials are adequately managed in the surroundings during cultivation, all hazardous materials can be managed during mushroom production.

2010년 에야피얏라흐요쿳(Eyjafjallajökull) 화산 분화에 의한 화산재의 확산은 유럽 전역의 항공기 운항을 중단시켰으며 전 지구적인 사회 및 경제적 관심을 불러일으켰다. 또한 국내에서도 한반도에 영향을 미칠 수 있는 주변 화산 분화 활동과 백두산 분화 전조현상에 대한 연구 활동이 꾸준히 진행되고 있다. 화산재 확산 예측은 기상데이터를 이용한 확산 수치 모형이 일반적으로 이용되는데, 기상데이터와 수치 모형의 불확실성을 줄이기 위한 방법으로 앙상블 분석이 주로 활용되고 있다. 본 연구에서는 오일러 방법 기반의 수치 모형에 의한 화산재 확산 해석을 유사한 기상장을 갖는 날짜에 대하여 수행했으며, 앙상블 분석을 통한 불확실성 감소 방법을 제시하였다. 특히 대부분의 앙상블 방법은 현장 관측데이터를 주요 데이터로 간주하는데 반하여, 화산재의 현장 측정은 얻기가 매우 어려운 상황이다. 그러므로 신뢰도 앙상블 평균(REA; Reliability Ensemble Averaging) 방법의 과거기간 시나리오의 모의 변수에 대 한 오차항을 배제하고 시나리오간 모의 변수의 평균 차이항만을 고려하여 화산재 확산 해석 결과만을 이용해 앙상블을 수행했으며 단순 모형 평균(SMA; Simple Model Averaging) 방법과 비교하여 불확실성이 감소하는 것을 확인할 수 있었다.

Solar energy has been known as a successful alternative energy source, however it requires a large area to build power generation facilities compared to other energy sources such as nuclear power. Weather factors such as rainy weather or night time impact on solar power generation because of lack of insolation and sunshine. In addition, solar power generation is vulnerable to external elements such as changes in temperature and fine dust. There are four seasons in the Republic of Korea hereby variations of temperature, insolation and sunshine are broad. Currently factors that cause find dust are continuously flowing in to Korea from abroad. In order to build a solar power plant, a large area is required for a limited domestic land hereby selecting the optimal location for the plant that maximizes the efficiency of power generation is necessary. Therefore, this research analyze the optimal site for solar power generation plant by implementing analytic hierarchy process based on weather factors such as fine dust. In order to extract weather factors that impact on solar power generation, this work conducts a case study which includes a correlation analysis between weather information and power generation.

The mortality rate in industrial accidents in South Korea was 11 per 100,000 workers in 2015. It’s five times higher than the OECD average. Economic losses due to industrial accidents continue to grow, reaching 19 trillion won much more than natural disaster losses equivalent to 1.1 trillion won. It requires fundamental changes according to industrial safety management. In this study, We classified the risk of accidents in industrial complex of Ulju-gun using spatial analytics and data mining. We collected 119 data on accident data, factory characteristics data, company information such as sales amount, capital stock, building information, weather information, official land price, etc. Through the pre-processing and data convergence process, the analysis dataset was constructed. Then we conducted geographically weighted regression with spatial factors affecting fire incidents and calculated the risk of fire accidents with analytical model for combining Boosting and CART (Classification and Regression Tree). We drew the main factors that affect the fire accident. The drawn main factors are deterioration of buildings, capital stock, employee number, officially assessed land price and height of building. Finally the predicted accident rates were divided into four class (risk category-alert, hazard, caution, and attention) with Jenks Natural Breaks Classification. It is divided by seeking to minimize each class’s average deviation from the class mean, while maximizing each class’s deviation from the means of the other groups. As the analysis results were also visualized on maps, the danger zone can be intuitively checked. It is judged to be available in different policy decisions for different types, such as those used by different types of risk ratings.

본 연구에서는 국내에서 주로 사용되는 롤러식 양파 파종기의 작동 특성을 분석하였다. 롤러식 양파 파종기의 주요 구성요소 및 전체 작동 메커니즘을 분석하였다. 또한, 동력전달경로를 분석하여 주요 성능인자인 포트의 이동속도와 롤러의 회전속도를 파악하였으며 계측을 통하여 검증하였다. 롤러식 양 파 파종기의 주요부에 대한 3D모델링 및 시뮬레이션을 수행하였으며 이를 바탕으로 롤러에 의한 상토 의 압축정도를 파악하였다. 본 연구를 통해 파악한 포트트레이의 이동속도는 7.49×10-2m/s이며 4개 의 롤러의 회전속도는 모두 22.13rpm인 것으로 나타났다. 롤러 돌기에 의한 상토 압축 정도는 약 9.8×10-3m인 것으로 나타났다. 롤러식 양파 파종기의 주요 성능 파라미터는 롤러 돌기 형상, 포트트레 이 및 롤러 속도, 배종드럼의 표면마찰계수 및 구멍크기/형상인 것으로 판단되며 향후 연구로써 시뮬레 이션 및 시험을 통한 파라미터의 최적화가 필요하다.

The Ministry of Science, ICT and Future Planning made law for Pre-Hazard Risk Analysis in December 31, 2014 to protect researchers from continuing accidents in laboratory. Conducted before an experiment, Pre-Hazard Risk Analysis finds hazards of the experiment and rules to manage the hazards.So the Pre-Hazard Risk Analysis can support laboratory safety system by prevent accidents in laboratory. Pre-Hazards Risk Analysis is newly created system so that executors need Guidelines to perform this analysis properly. This study is to develop guide tool for Pre-Hazard Risk Analysis by analyzing other risk assessment systems; PSM, Off-site Consequence Assessment, laboratory safety system. Also, this study suggested how to establish database for Pre-Hazard Risk Assessment by analyse KRAS.

본 연구의 목적은 군사작전 지형분석에 활용할 수 있는 오픈소스 GIS SW가 무엇인지를 파악하는 것이다. 야전 군사작전에 있어서 지형분석 또는 지형분석체계가 무엇인지를 살펴본 후 야전 군사작전을 비롯한 다양한 국방분야에서 오픈소스 GIS SW를 도입하여 활용한 선행사례를 살펴보았다. 이를 바탕으로 우리나라 군사작전 지형분석에서 요구되는 환경과 조건을 살펴보고, 8개의 오픈소스 GIS SW의 지형분석에 필요한 기능뿐만 아니라 개발과 및 사용자 커뮤니티, 연계활용성, 개발의 용이성, 발전속도 등 다양한 기준으로 확인하였다. 비교결과 QGIS와 GRASS GIS가 군사작전 지형분석에 장점이 많은 것으로 나타났다. 빠르게 변하는 군사작전 지형분석 여건과 다양한 기능을 활용해야 하는 수요를 고려할 때, GRASS 뿐만 아니라 SAGA, R 등 다양한 오픈소스 SW를 연계하여 활용할 수 있는 QGIS가 유리할 것으로 판단된다.

본 연구는 서울지역에 위치한 영유아 복지시설 종사자 148명을 대상으로 직무스트레스, 교사효능감, 교사-영유아 상호작용을 분석하고, 직무스트레스와 교사효능감이 교사-영유아의 상호작용에 미치는 영향을 검증하였다. 분석 결과 연구대상자의 직무스트레스 중 업무 과부하가 가장 높은 수준을 보였으며, 교사효능감의 경우 일반적 교수 효능감이 개인적 교수 효능감보다 높게 나타났다. 교사-영유아 상호작용의 경우 적극적인 활동 참여가 가장 높았으며 기타 하위영역들 또한 비교적 높은 수준을 보였다. 직무스트레스와 교사효능감이 교사-영유아 상호작용에 미치는 영향을 분석한 결과 직무스트레스 중 원장 지도력 및 행정적 지원 부족 변인이 교사-영유아 상호작용에 가장 크게 부적 영향을 미치는 것으로 나타났다. 교사효능감의 경우 교사-영유아 상호작용의 전 하위영역에 걸쳐 긍정적 영향을 미치는 것으로 나타났다. 곧 교사효능감이 높을수록 교사-영유아 상호작용은 증가하는 것으로 나타났으며, 교사효능감이 교사-영유아 상호작용을 설명하는 수준 또한 매우 높게 나타나 강력한 영향 요인임을 알 수 있었다. 이를 토대로 종사자의 직무스트레스 중 원장지도력 및 행정적 지원의 수준을 높일 수 있는 방안 마련, 교사효능감의 수준을 높일 수 있는 제도 마련의 필요성을 제시하였다.

This study highlights the theme of safety leadership in railway organization, conducting empirical analysis on the relationship between safety climates, safety leadership, safety behavior, and accident. The empirical test results based on questionnaires received from 223 train drivers working at A subway firm indicated that relationship between CEO's safety philosophy, and safety communication showed a significant positive effect on boss's safety leadership. And boss's safety leadership showed a positive influence on observation belonging to safety behavior, which in turn showed a significant negative relationship with mistake. However, mistake, observation and violation were shown that there are no relationship with accidents.

According to a survey conducted in the United States of America, 43% of mobile-device-use by children aged between zero and eight years old falls into the sector of educational games. However, that percentage rises to 39% and 51% among children aged 2-4 and 5-8 years, respectively. The question, therefore, is: how can numerous mobile educational games attract the attention of children? Children are attracted to educational games because of various factors including vivid characters and enticing colors, among other elements. This research paper focuses on analyzing the character examples in eight children’s mobile educational games with differently gendered characters. The top elements considered in the eight games include the top-selling games, color distribution, and the hue frequency of every character to obtain the results. The research paper also discusses the characteristics of children’s mobile educational games for different gender characters and the methods of possibilities and considerations for effective design.

PURPOSES: The occurrence of unexpected disasters, including fire events, increases as the road network becomes complicated and traffic volume increases. When a fire event occurs on and under bridges, the damage extensively influences direct damage to structures, vehicles, and human life and secondary socioeconomic issues owing to traffic blockage. This study investigated potential fire-hazard risks on bridges of the Korean national route roadMETHODS: The investigation was conducted using field investigation and analysis with satellite pictures and road views from commercial websites and the Bridge Management System (BMS). From the filed investigation, various potential fire resources were identified. The satellite pictures and road views were helpful in measuring and recognizing conditions underneath bridges, stowage areas, etc.RESULTS : There are various potential fire resources underneath bridges such as piled agricultural products, parked petroleum tanks, construction equipment, and attached high-voltage cables. A total of 94.6% of bridges have underneath clearances of less than 15 m. A bridge underneath volume that can stow a potential fire hazard resource was 7,332 m3 on average, and most bridges have about 4,000 m3 of space. Based on the BMS data, the amounts of PSC and steel girders were 29% and 25%, respectively.CONCLUSIONS : It was found that the amount of stowed potential fire hazard resources was proportional to the underneath space of bridges. Most bridges have less than 15 m of vertical clearance that can be considered as a critical value for a bridge fire. The fire risk investigation results should be helpful for developing bridge fire-protection tools.

Spatial Structure has suffered from a lot of damage due to the use of lightweight roofs. Among them, the damage caused by strong winds was the greatest, and the failure of the calculation of the wind load was the most frequent cause. It provides that wind tunnel test is used to calculate the wind load. However, it is often the case that the wind load is calculated based on the standard of wind load in the development design stage. Therefore based on this, the structure type and structural system and member design are often determined. Spatial structure is usually open at a certain area. The retractable roof structure should be operated with the open roof in some cases, so the wind load for the open shape should be considered, but it is not clear on the basis of the wind load standard. In this paper, the design wind pressure of a closed and retractable roof structure is calculated by KBC2016, AIJ2004, ASCE7-10, EN2005, and the applicability of wind pressure coefficient is compared with wind tunnel test.

Among the industrial disasters caused by drop, ladder related drop disasters are occurred the mostly. The victims are occurred continuously. This study analyzed current situation of industrial disasters for recent 10 years(2005~2014) and compared・analyzed statistics of death disasters of ladder by workplace scale, age, occupation, employment type, working content, scarred area, etc. in detail. This study suggested direction of safety standard modification for ladder that is an original cause material of many drops, direction of safety training strengthening of small-scaled workplace, and safety model based on disaster statistics and should contribute to reduction of disaster rate for ladder working.

디스플레이 기술이 다양한 상품으로 점차 발전함에 따라 소비자가 선호하는 디스플레이 유형을 선택할 수 있는 효과적이고 객관적인 비교 평가 방법이 필요하다. 그러나 객관적이고 주관적인 디스플레이 품질 평가 방법은 디스플레이가 상이한 특성을 가지므로 다양한 디스플레이에서 일반적으로 유사하지 않다. 이에, 본 논문은 상대적으로 특성이 서로 다른 디스플레이의 인지 화질 평가를 위해 분석 네트워크 프로세스 (ANP)를 사용하여 이들 디스플레이의 상대적 화질 을 평가할 수 있는 체계적인 시스템을 제안한다. 제안된 평가 방법의 검증은 4 개의 모바일 디스플레이를 사용하여 평가 되었고, 주관적 평가와 제안한 방법의 선호도가 일치함을 보였다.

DMSP OLS 영상은 도시의 가로등과 건물과 같은 인공조명시설로부터 방출되는 야간 빛 에너지 세기 정보를 제공하는 것으로 알려져 있다. 이 자료는 대상 지역의 시가화 건조지역의 면적과 공간 범위를 추정하는 연구에 활용되어왔다. 본 연구는 DMSP OLS 연간 영상자료를 활용하여 중국 랴오닝 성의 시가지의 시계열 변화, 도시개발의 특성, 그리고 도시개발의 방향성을 분석하였다. 본 연구의 결과에 따르면, 야간 인공위성 영상에서 도출된 랴오닝 성 시가지의 공간적 확산은 이성의 경제수준을 향상시키기 위한 경제발전 정책을 잘 반영하였다. 선양과 다롄 등 대도시는 지속적인 도시 성장을 경험하고 있으나, 대부분의 도시들은 최근에 이르러 도시개발이 이루어진 것을 알 수 있었다. 선양, 안산, 다롄 등 랴오닝 성의 대도시는 북동-남서 방향의 축 선상에 위치한다. 이러한 도시발달 축은 연도별 시가화 중심점의 공간 분포에서도 확인되었다. 이와 같은 결과에 따르면, DMSP OLS 영상자료는 도시화 관련 연구를 수행하기 위한 공간적 대안 자료로서 활용 가능성이 클 것으로 기대된다.

Base isolation system is generally used for low-rise buildings. For high-rise buildings subjected to earthquake loads, a mid-story isolation system was proposed and applied to practical engineering. In this study, seismic responses of high-rise buildings considering the installation story of the mid-story isolation system were evaluated. To do this, the 20-story and 30-story building were used as example structures. Historical earthquakes such as Kobe (1995), Northridge (1994) and Loma Prieta (1989) earthquakes were employed applied as earthquake excitations. The installation location of the mid-story isolation system was changed from the bottom of the 1st floor to the bottom of the top floor. The seismic responses of the example building were investigated by changing the location of the isolation layer. Based on the analytical results, when the seismic isolation system is applied, story drift ratio and acceleration response are reduced compared to the case without the isolation system. When the isolation layer is located on the lower part of the building, it is most effective. However, in that case, the possibility that the structure is unstable increases. Therefore, an engineer should consider both structural efficiency and safety when a mid-story isolation system for a high-rise building is designed.