• Title/Summary/Keyword: environment condition

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Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV (디지털 TV에서 시멘틱 환경의 유헬스 서비스를 위한 나이브 베이지안 필터링 기반 개인화 서비스 추천 방법)

  • Kim, Jae-Kwon;Lee, Young-Ho;Kim, Jong-Hun;Park, Dong-Kyun;Kang, Un-Gu
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.8
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    • pp.81-90
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    • 2012
  • For digital TV, the recommendation of u-health personalized service of semantic environment should be done after evaluating individual physical condition, illness and health condition. The existing recommendation method of u-health personalized service of semantic environment had low user satisfaction because its recommendation was dependent on ontology for analyzing significance. We propose the personalized service recommendation method based on Naive Bayesian Classifier for u-health service of semantic environment in digital TV. In accordance with the proposed method, the condition data is inferred by using ontology, and the transaction is saved. By applying naive bayesian classifier that uses preference information, the service is provided after inferring based on user preference information and transaction formed from ontology. The service inferred based on naive bayesian classifier shows higher precision and recall ratio of the contents recommendation rather than the existing method.

Preliminary Experimental Study on Biofouling in Real Sea Environment (실해역 환경에서 생물부착에 관한 기초실험 연구)

  • Jung, Dong-Ho;Kim, Ah-Ree;Moon, Deok-Soo;Lee, Seung-Won;Kim, Hyeon-Ju;Ham, Yun-Ho
    • Journal of Ocean Engineering and Technology
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    • v.23 no.6
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    • pp.39-43
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    • 2009
  • A flow and low temperature of deep seawater the biofouling properties in a seawater environment of different materials, such as a steel pipe, polyethylene pipe, and nylon net, used for ocean industries. Experiments in a real sea environment were performed to grasp the quantitative and qualitative biofouling from diatoms attached to materials by measuring the Chlorophyll-a density. Experimental samples were placed under five types of ocean environmental conditions and analyzed every month for five months. It is shown that the biofouling by diatoms was strongly affected by the seawater temperature for all of the experimental samples. It was found that diatoms mainly adhered to the nylon net, while crustaceans prefer polyethylene, under a high temperature condition. It is believed that the biofouling properties are strongly related to the surface roughness of a material. The biofouling under the low temperature condition of deep seawater was rare and stable for the experimental periods. The inside of a pipe conveying deep seawater can be presumed to remain clear without biofouling on the condition of a flow and low temperature of deep seawater.

Optimal inspection frequency to mitigate the risk of building system failure

  • Au-Yong, Cheong Peng;Ali, Azlan Shah;Ahmad, Faizah;Chua, Shirley Jin Lin
    • Structural Engineering and Mechanics
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    • v.64 no.3
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    • pp.347-352
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    • 2017
  • The poor maintenance practice increases the possibility of system failure. Subsequently, the consequences of failure fall on the aspects of output, safety and healthy, environmental integrity, system quality, and customer satisfaction. Conditionbased maintenance is seen as a potential strategy to improve performance. Whereby, the key success factor of this maintenance strategy is identified as the system inspection. This study aims to investigate the association between system breakdown rate and frequency of inspection. A mixed method approach is implemented by distributing questionnaire and interviewing for data collection. Subsequently, descriptive analysis, correlation analysis and regression are adopted to analyse the collected data from 100 respondents and the results are validated with interview data of 10 interviewees. The research result establishes significant relationship between the system breakdown rate and the frequency of inspection. Additionally, the result of regression analysis confirms that the frequency of inspection is the significant predictor of system breakdown rate. Planning of accurate inspection frequency is crucial to secure the system performance. Hence, the research signifies the importance to carry out regular inspection towards the building systems and components. As a recommendation, the maintenance personnel should assess the risk criticality of the building systems. Then, continuously monitor the condition of critical building systems; regularly inspect the condition of non-critical building systems and randomly inspect all of them.

A Study on the Composition and Planning Guidelines of Outdoor Play Environment at Child Care Centers in Seoul (서울지역 어린이집의 실외놀이 환경 구성과 개선방향에 관한 연구)

  • Byun, Hea-Ryung;Choi, Mock-Wha
    • Korean Journal of Human Ecology
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    • v.15 no.2
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    • pp.209-225
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    • 2006
  • The purpose of this study is to research the actual condition of environment and management of outdoor play at child care centers in Seoul, and to present a planning guideline for outdoor play environment. For this purpose, data were collected by a structured questionnaire and subjects were 164 directors of child care centers located in Seoul. The contents of the questionnaire were composed of general facts about the respondent and facility, environmental condition, managerial condition, and director's understanding about outdoor play. The data were then analyzed using the frequency, percentage, mean and crosstab. The major results have shown the following: 1) Most child care centers in Seoul had some space for outdoor play. 62% of them used front yard and 11 % a rooftop. 2) The space usually included fixed play instruments such as slide and complex unit structures, sand play area, and open area. It also had many natural elements as shrubs and earth. 3) 78% of the centers had a schedule for outdoor play. The schedule operates flexibly according to each center's own day schedule. Generally, a time for outdoor play was 21 to 30 minutes. 4) The directors of child care centers thought highly of outdoor play for it contributes to the balanced development of children. They answered that equipments and spaces, program devices, and teacher's understanding are some of the important factors for active outdoor play. 5) Most of them wanted wood-working area (construction activity area), water play area, and cages.

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Evaluation of Upper Ocean Temperature and Mixed Layer Depth in an Eddy-permitting Global Ocean General Circulation Model (중해상도 전지구 해양대순환 모형의 상층 수온과 혼합층 깊이 모사 성능 평가)

  • Jang, Chan-Joo;Min, Hong-Sik;Kim, Cheol-Ho;Kang, Sok-Kuh;Lie, Heung-Jae
    • Ocean and Polar Research
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    • v.28 no.3
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    • pp.245-258
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    • 2006
  • We investigated seasonal variations of the upper ocean temperature and the mixed layer depth (MLD) in an eddy-permitting global ocean general circulation model (OGCM) to assess the OGCM perfermance. The OGCM is based on the GFDL MOM3 which has a horizontal resolution of 0.5 degree and 30 vertical levels. The OGCM was integrated for 68 years using a monthly-mean climatological wind stress forcing. The model sea surface temperature (SST) and sea surface salinity were restored to the Levitus climatology with a time scale of 30 days. Annual-mean model SST shows a cold bias $(<\;-2^{\circ}C)$ in the summer hemisphere and a warm bias $(>\;1^{\circ}C)$ in the winter hemisphere mainly due to the restoring boundary condition of temperature. The model MLD captures well the observed features in most areas, with a slightly deep bias. However, in the Ross Sea and Weddell Sea, the model shows significantly deeper MLD than the climatology-mainly due to weak salinity stratifications in the model. For amplitude of seasonal variation, the model SST is smaller $(1{\sim}3^{\circ}C)$ than the observation largely due to the restoring surface boundary condition while the model MLD has larger seasonal variation $({\sim}50m)$. It is suggested that for more realistic simulation of the upper ocean structure in the present eddy-permitting ocean model, more refinements in the surface boundary condition for the thermohaline forcing and parameterization for vertical mixing are required, together with the incorporation of a sea-ice model.

A study on the factors affecting chronic disease and economic activity of work environment in manufacturing industry with men (제조업 남성 근로자의 작업환경이 만성질환 및 경제활동에 영향을 미치는 요인)

  • Choi, Kil-Yong;Park, Kwang-Sung
    • Proceedings of the Korea Contents Association Conference
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    • 2017.05a
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    • pp.103-104
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    • 2017
  • Objectives: The manufacturing industry was the one with the most repeated occurrence industrial disasters, and it is important to study the safety environment known by workers in the industry in order to prevent industrial accidents. Methods: Research objects were 1,123 male among members of employees who responded to 2015 PSWCI panel report. Research objects underwent affected subjective health and then categorized subjects into some groups according to changes in employment condition during one year. Statistical analyses were performed using the SAS version 9.4 (SAS Institute Inc., Cary, NC, USA). Results: According to results of analysis, manufacturing industry had differences in economic activity and health conditions based on employees conditions. Dynamic change aspects of manufacturing industry condition had differences between sex and cases where going back and forth between temporary condition and unemployment status had higher percentage in male. Conclusions: The results of this study may serve as the refer to taking a bill to improve the level of safety of the work environment felt by employees in the manufacturing industry.

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The Fate of As and Heavy Metals in the Flooded Paddy Soil Stabilized by Limestone and Steelmaking Slag (석회석과 제강슬래그를 이용하여 안정화한 담수된 논토양의 비소 및 중금속의 거동변화)

  • Koh, Il-Ha;Kim, Eui-Young;Ji, Won Hyun;Yoon, Dae-Geun;Chang, Yoon-Young
    • Journal of Soil and Groundwater Environment
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    • v.20 no.1
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    • pp.7-18
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    • 2015
  • The characteristics of As and heavy metals depend on the oxidation/reduction condition of the soil environment. The most heavy metals are immobilized by the reduction condition whereas As, Fe and Mn become more soluble. Therefore this study estimated the stabilization efficiency of the agricultural paddy soil in the vicinity of the abandoned mine using a flooded column test including analysis of the soil solution, contaminants fractionation and rice grain. Limestone and steelmaking slag were used as amendments for stabilization of the contaminated soil. In an analysis of the soil solution, the mobile characteristics of Fe and Mn, which were used as electron acceptors of the microorganisms, were controlled by increasing the pH by adding alkali amendments. This means that the contaminants combined with Fe and Mn can be stable under flooded reduction condition. However, the concentrations of cationic heavy metals (Cd, Pb, and Zn) were also decreased without amendments because the carbonates produced from microbial respiration increased the pH of the soil solution. In the amended soil, the specific sorbed fraction of As and carbonates fraction of heavy metals were increased when compared to the control soil at the end of the column test. Especially in heavy metals, the increase of carbonates fraction seems to be influenced by alkali amendments rather than microbial respiration. Because of the stabilization effect in the flooded paddy soil, the contents of As and Zn in rice grain from amended soil were lower than that of the control soil. But additional research is needed because of the relatively higher Pb content identified in the rice grain from the amended.

A Plain on Operation Improvement according to the Analysis of Radio Field's Environment in Domestic Coastal (연안해역 전파환경의 분석과 운용개선 방안)

  • Yun, Jae-Jun;Kim, Byung-Ok;Choi, Jo-Cheon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • v.9 no.1
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    • pp.1117-1124
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    • 2005
  • The radio field environment is very different according to frequency band, therefore communication condition is equation that VHF is passed by direct radiation and HF is via reflect radiation in ionosphere. Load a ship according to the enforcement regulations of the ships safety act have specificated the radio equipment that should be operating. This paper have analysed by the simulation program about radio field environment for research the communications condition, which is VHF & HF band in domestic coastal. We have Predicted to radio field environment and communications condition using the data of analysis and domestic radio regulation regard to coast navigational ship. Therefore have proposed the necessity for rationally plan on improvement the radio regulation and network cooperation of VHF radio station.

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Acoustic Target Strength of Live Japanese Common Squid(Todarodes pacifica) for Applying Biomass Estimation (살오징어 (Todarodes pacifica)의 음향 반사강도 측정)

  • KANG Donhyug;HWANG Doojin;MUKAI Tohru;IIDA KohjI;LEE Kyounghoon
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.37 no.4
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    • pp.345-353
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    • 2004
  • Target strength (TS) of Japanese common squids (Todarodes pacificus) were measured using 38 and 120 kHz split beam scientific echosounders under the live condition. For the TS measurement of an individual, a total of 3 squids (mantle length (ML): 22.8, 25, and 27 cm) were used using small fishhook method, whereas for measurement of swimming angle, a total of 8 squids (ML: 21-27 cm) were used under live condition, confined with net cage with 2 m diameter At the same time, two underwater video cameras enabled continuous monitoring of squid behavior. Considering normal behavior, the mean TS at 38 and 120 kHz varied from -48.6 to -45.9 dB, and from -46.5 to -44.6 dB, respectively In both frequencies, mean TS at 120 kHz is relatively higher than that of 38 kHz, approximately 1.3-2.5 dB. From free living condition, the mean swimming angle of the squlds was $-24^{\circ}$. The results of the measurement will be provided basic information for conducting acoustic surveys of the squid.