• KSII Transactions on Internet and Information Systems (TIIS)
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• v.14 no.8
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• pp.3567-3582
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• 2020

Human activities are often affected by weather conditions. Automatic weather recognition is meaningful to traffic alerting, driving assistance, and intelligent traffic. With the boost of deep learning and AI, deep convolutional neural networks (CNN) are utilized to identify weather situations. In this paper, a three-channel convolutional neural network (3C-CNN) model is proposed on the basis of ResNet50.The model extracts global weather features from the whole image through the ResNet50 branch, and extracts the sky and ground features from the top and bottom regions by two CNN5 branches. Then the global features and the local features are merged by the Concat function. Finally, the weather image is classified by Softmax classifier and the identification result is output. In addition, a medium-scale dataset containing 6,185 outdoor weather images named WeatherDataset-6 is established. 3C-CNN is used to train and test both on the Two-class Weather Images and WeatherDataset-6. The experimental results show that 3C-CNN achieves best on both datasets, with the average recognition accuracy up to 94.35% and 95.81% respectively, which is superior to other classic convolutional neural networks such as AlexNet, VGG16, and ResNet50. It is prospected that our method can also work well for images taken at night with further improvement.

• Korean Journal of Occupational Health Nursing
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• v.22 no.2
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• pp.130-139
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• 2013

Purpose: This study was to identify the relationship among clinical nurse's job overload, self-efficacy, emotional exhaust and turnover intention. Methods: The study was conducted through a survey on 537 clinical nurses in five general hospitals. The data were collected by self-reporting questionnaires and analysed by the SPSS/WIN 17.0 program using descriptive statistics, t-test, ANOVA, Pearson correlation coefficient and stepwise multiple regression. Results: The mean score of turnover intention was 3.04. Turnover intention according to age, total career, job objective, and work off showed significant differences. The significant positive correlations between emotional exhaust and turnover intention (r=.531, p<.001), job overload and turnover intention (r=.514, p<.001) were found. The significant factors influencing turnover intention were emotional exhaust (${\beta}$=.488, p<.001), career (${\beta}$=.175, p<.001), job overload (${\beta}$=.119, p= .003), and number of night (${\beta}$=.117, p=.002), which accounted for 40.3% of the variance. Conclusion: Thought this result, nursing managers should analyze the reasons for high turnover intention, focusing on the main factors affecting turnover intention and consider the solutions to decrease the turnover intention.

• Korean Medical Education Review
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• v.16 no.2
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• pp.99-107
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• 2014

The purpose of this study was to establish a better operation plan for medical school student internship by gaining a deeper understanding of the student internship process. Toward this end, an investigation was carried out using in-depth interviews of students with experience as student internship at Catholic University of Daegu School of Medicine. Students who participated in the student internship program at Catholic University of Daegu School of Medicine took part in the clinic twice every two-week period for a total of four weeks as a member of the care team. The students performed several activities during their internships, including for example history taking, physical examinations, keeping medical records, simulation of writing prescriptions, clinical skills, patient education, night work, and rounds with the attending professor. In this study were analyzed the contents of a student internship, the difference in clerkship, the competence of the faculty, student participation attitudes and the overall effect of the internship on the students. It was found that the in-depth contents, passion of members including professors and students, especially the role of the professor, was more important component than the contents of the internship program or clinical training. The student-intern system was revealed to have the following positive characteristics: 1) education deeper than clerkship was performed through one-on-one faculty-student interaction, and 2) students' experience was broadened.

• Journal of the Korean Home Economics Association
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• v.50 no.5
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• pp.51-65
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• 2012

The purpose of this study is to provide empirical basic data to develop public uniforms design, by understanding international universality and advanced design sense, through the analysis of public uniforms design at home and abroad. The theoretical study reviewed the character and area of public design, and the concepts and requirements of public uniforms. The empirical study analyzed public uniform design at home and abroad, focusing on typical public uniforms, such as police, fire fighter, and street cleaner. The results of this study were as follows. First, the police uniform has a standardized and formal suit style, which consists of a single-breasted dk-PB jacket with a notched collar and pants. It uses PB as the main color, to show their authority and role reliability. Epaulet or badge, which represents belonging and difference in rank, are attached to express the identity of an organization. Second, the fire fighter uniform consists of a hip length coat with a stand collar effective for heat shielding, and straight pants with flap pockets, in which it is easy to put things. Its main color is dkg-PB, to mitigate visual fatigue and enhance comfort, and an accent color scheme is used, to effectively raise visual attention and safety. Finally, the street cleaner uniform has a casual style, which consists of a jumper with a shirt collar and pants for high activity. v-YR and R with high chroma is mainly used, for increased attention during day and night work, to stress safety.

• Journal of Korean Public Health Nursing
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• v.16 no.1
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• pp.190-200
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• 2002

This study was carried out to investigate and analyze TSP of the PC rooms. The concentration of the total suspended particulate and heavy metals contained in the total suspended particulate of the 15 PC rooms located in one local city were measured. The statistical correlation coefficients between the total suspended particulate and factors of the indoor condition (number of fan or size of pc room, illumination), between the heavy metals and factors of the indoor condition were studied. The results are as follows: 1. The factors of the indoor condition of the 15 PC rooms are as follows. Average illumination was 24 luxes. Average number of computers installed were 37. Average number of the fans was 7. and the size of investigated PC rooms was $139.94m^2$. 2. The mean age of the subjects was 21.8 years old. they $(51.5\%)$ used the 15 pc rooms for fewer than 2 hours per one day. 3. The mean concentration of total suspended particulate (TSP) is lower in the evening ${139.085\;(2.462)\;{\mu}g/m^3}$ than the night ${166.216(2.609){\mu}g/m^3}$. 4. The mean concentration of total suspended particulate was industrial work area) residential area) commercial area. 5. The distribution of heavy metals were indicated as Zn>Cr>Pb>Cd in the indoor air at PC rooms. and the concentration rate of Zn was the highest among heavy metals. but this increase didn't show any relationship with many factors of indoor condition (number of fan or size of pc room, lighting) 6. The concentration of TSP & heavy metals didn't have any relationship between the factors of indoor environment (number of fans, size of pc room, lighting).

• Korean Journal of Construction Engineering and Management
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• v.14 no.2
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• pp.141-149
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• 2013

This paper presents a scheduling technique that reflects various constraints in remodeling project of inhabited condition. The remodeling project of inhabited condition is required more detailed planning and control due to claims by noise, vibration, dust, smells, limited lift capacity, and limited temporary stock area. Because of the constraints, complexity in scheduling is increased and earlier completion is required to reduce the possibility of safety and environment accidents. Especially, in case of inhabited condition, the scheduling should be linked day-time/night-time/weekend work. This paper proposes a structured scheduling technique to incorporate those constraints in remodeling of inhabited condition. This scheduling technique considers not only remodeling process but also dismantling, newly-construction, and residents movement. Process expression method using MS-Project also presented to keep connectivity with existing scheduling system.

• Journal of the Ergonomics Society of Korea
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• v.32 no.4
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• pp.333-340
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• 2013

Objective: The aim of this study is to provide a current knowledge of the multiple issues regarding motion effects on crew performance. Background: The motions of the ship may create motion sickness, nausea and vomit. Also, these motions also disturb the balance of crew members, increase the energy expenditure of crew for shipboard work, and result in increased levels of injury and fatigue. However, the motion effects of the ship on crew performance has not been thoroughly investigated. Method: Participants(N=10) were engaged in an experiment in 2 experimental environments(training ship and ship handling simulator) and 2 navigational conditions(day and night). The COP(Center of Pressure) data were recorded as an objective measure of postural balance control and the SSQ(Simulator Sickness Questionnaire) was used as a subjective measure of sickness. Results: The results showed that COP has a no significant difference based on experimental environments, but significant effect on SSQ. Conclusion: During the virtual simulator navigation, subjects showed significant SSQ level changes, which included decreased SSQ data. But, there is no significant difference of COP between training ship and ship handling simulator. Application: The results of this study could be applied to the next generation of ship design to decrease effect of motion at sea and to increase performance of ship crew.

• Journal of East-West Nursing Research
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• v.20 no.1
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• pp.21-28
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• 2014

Purpose: This study was to identify the extent of and the relationships among self-efficacy, spiritual well-being, and job stress in clinical nurses. Methods: The subjects were 201 clinical nurses from three different general hospitals in B city. Data were collected from May 26 to August 9, 2012 and analyzed by using descriptive statistics, independent t-test, One-way ANOVA, Sheff$\acute{e}$ test, and Partial correlation coefficients. Results: The mean scores of self-efficacy, spiritual well-being, and job stress were moderate, 3.50, 3.58, and 3.44 respectively. There were statistically significant relationships between marital status, influence of religion, the number of night shifts per month, motives for choosing nursing as a career, job satisfaction and self-efficacy. Spiritual well-being was found to be significantly related to all participants' general characteristics, and job stress was significantly related to marital status and type of religion. There was a significantly weak positive correlation between self-efficacy and spiritual well-being, and a weak negative correlation between self-efficacy and job stress. There was no significant correlation between job stress and spiritual well-being. Conclusion: This study suggests that effective strategies to foster spiritual well-being is needed to enhance clinical nurses' self-efficacy, which should equip clinical nurses to better deal with job stress in their work places.

• Publications of The Korean Astronomical Society
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• v.30 no.2
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• pp.201-204
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• 2015

The common-envelope process is a complicated phase in binary evolution. A lot of effort has been dedicated to study the common-envelope stage, but many questions related to this process are yet to be answered. If one member of the binary survives the common-envelope phase, the binary will emerge as a white dwarf accompanied by a low-mass main sequence star in close orbit, often referred as a post common-envelope binary (PCEB). SDSS J0745+2631 is among the list of newly found PCEBs from the Sloan Digital Sky Survey (SDSS). This star is proposed to be a strong eclipsing system candidate due to the ellipsoidal modulation in its light curve. In this work, we aim to confirm the eclipsing nature of SDSS J0745+2631 and to determine the stellar and orbital parameters using the software Binary Maker 3.0 (BM3.0). We detected the primary eclipse in the light curve of SDSS J0745+2631 in our follow-up observation from January 2014 using the ULTRASPEC instrument at the Thai National Observatory. The data obtained on 7th and 8th January 2014 in g filter show an evident drop in brightness during the eclipse of the white dwarf, but this eclipse is less prominent in the data taken on the next night using a clear filter. According to our preliminary model, we find that SDSS J0745+2631 hosts a rather hot white dwarf with an effective temperature of 11500K. The companion star is a red dwarf star with a temperature of 3800K and radius of 0.3100 $R_{\odot}$. The red dwarf star almost fills its Roche lobe, causing a large ellipsoidal modulation. The mass ratio of the binary given by the Binary Maker 3.0 (BM3.0) model is M2/M1 = 0.33.

• Journal of Pharmaceutical Investigation
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• v.27 no.3
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• pp.181-187
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• 1997

The purpose of this work was to investigate pharmacokinetics of alcohol as a function of dose and time of administration of ethanol. The pharmacokinetics of alcohol 15 min after and before oral administration of aspartate-containing compositions to rats were also evaluated. The retention time of acetaldehyde, alcohol and isopropyl alcohol an internal standard in gas chromatogram was 3.6, 6.0 and 10.5 min, respectively. The maximum concentration of alcohol $(C_{max})$ and area under the blood concentration (AUC) were significanly increased as a function of ethanol dose in a nonlinear fashion. The significant diurnal variation of alcohol pharmacokinetics was also noted, showing fast metabolism and elimination when given orally in the night time. When APAP was given after administration alcohol (1g/kg) to rats, AUC and $C_{max}$ were increased when compared to alcohol only. However, AUC and $C_{max}$ were decreased when aspartate or standard complex compositions containing aceaminophen (APAP, 250mg). sodium L-aspartate(25 mg), dl-methionine (125 mg) and anhydrous caffeine (25 mg) was orally given by coupling malate/asparate shuttle in hepatocyte. The blood alcohol concentration profiles between aspartate and standard complex compositions were similar when given before or after administration alcohol (1g/kg) to rats. No significant difference of administration sequence was observed. However, it was noted that AUC and $C_{max}$ of standard complex compositions given before alcohol administration were significantly lower when compared with alcohol only. Based on these findings, dose, time of administration and composition of drugs to improve alcohol metabolism and elimination were considered to be important in the pharmacokinetics of alcohol. The administration sequence of drug compositions and alcohol might be also considerd.