• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권4호
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• pp.1100-1122
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• 2023

Scheduling user-submitted cloud tasks to the appropriate virtual machine (VM) in cloud computing is critical for cloud providers. However, as the demand for cloud resources from user tasks continues to grow, current evolutionary algorithms (EAs) cannot satisfy the optimal solution of large-scale cloud task scheduling problems. In this paper, we first construct a large- scale multi-objective cloud task problem considering the time and cost functions. Second, a multi-objective optimization algorithm based on multi-factor optimization (MFO) is proposed to solve the established problem. This algorithm solves by decomposing the large-scale optimization problem into multiple optimization subproblems. This reduces the computational burden of the algorithm. Later, the introduction of the MFO strategy provides the algorithm with a parallel evolutionary paradigm for multiple subpopulations of implicit knowledge transfer. Finally, simulation experiments and comparisons are performed on a large-scale task scheduling test set on the CloudSim platform. Experimental results show that our algorithm can obtain the best scheduling solution while maintaining good results of the objective function compared with other optimization algorithms.

• 유통과학연구
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• 제22권4호
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• pp.37-46
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• 2024

Purpose: Social media influencers (SMIs) have become significant sources of information influencing their followers' purchase intentions; few studies have been published on the effect of the number of followers and package tour prices on followers' purchase intention within the Vietnam travel industry utilizing naïve theories. This study examined the relationship between the number of followers and purchase intention and tested the moderating role of package tour price. Research Design, data and methodology: A 2 (number of followers: high vs. medium) × 2 (package tour price: high vs. low) between-subjects factorial design was used. 395 Vietnamese students (114 men, 281 women; M_age = 19.99, SD_age = 1.25) from Thuongmai University participated in the study. ANOVA and PROCESS MARCO were used to test hypotheses. Results: Findings indicate that participants show a higher purchase intention for SMIs with a higher number of followers than those with a medium one. When the package tour price is high, participants with a medium number of followers show a greater purchase intention than those with a high one. Conclusion: This recommendsthat tourism managers collaborate with SMIs with a high number of followers when the package tour price is low and with SMIs with medium ones when the package tour price is high.

• International Journal of Naval Architecture and Ocean Engineering
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• 제6권2호
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• pp.187-205
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• 2014

The global price of oil, which is both finite and limited in quantity, has been rising steadily because of the increasing requirements for energy in both developing and developed countries. Furthermore, regulations have been strengthened across all industries to address global warming. Many studies of hull resistance, propulsion and operation of ships have been performed to reduce fuel consumption and emissions. This study examined the design parameters of the propeller boss cap fin (PBCF) and hub cap for 6,000TEU container ships to improve the propulsion efficiency. The design parameters of PBCF have been selected based on the geometrical shape. Computational fluid dynamics (CFD) analysis with a propeller open water (POW) test was performed to check the validity of CFD analysis. The design of experiment (DOE) case was selected as a full factorial design, and the experiment was analyzed by POW and CFD analysis. Analysis of variance (ANOVA) was performed to determine the correlation among design parameters. Four design alternatives of PBCF were selected from the DOE. The shape of a propeller hub cap was selected as a divergent shape, and the divergent angle was determined by the DOE. Four design alternatives of PBCF were attached to the divergent hub cap, and the POW was estimated by CFD. As a result, the divergent hub cap with PBCF has a negative effect on the POW, which is induced by an increase in torque coefficient. A POW test and cavitation test were performed with a divergent hub cap with PBCF to verify the CFD result. The POW test result showed that the open water efficiency was increased approximately 2% with a divergent hub cap compared to a normal cap. The POW test result was similar to the CFD result, and the divergent hub cap with the PBCF models showed lower open water efficiency. This was attributed to an increase in the torque coefficient just like the CFD results. A cavitation test was performed using the 2 models selected. The test result showed that the hub vortex is increased downstream of the propeller.

• 한국철도학회:학술대회논문집
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• 한국철도학회 2011년도 정기총회 및 추계학술대회 논문집
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• pp.1730-1738
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• 2011

Personal Rapid Transit(PRT)는 경쟁력 있는 건설비와 운영비로 보행중심의 환경을 제공함으로써 대중교통 중심의 지속가능한 사회를 위한 바람직한 교통수단으로 등장하였다. 본 연구에서는 PRT 도입시 PRT 이용경험이 없는 사람들의 교통수단선택 행태의 변화를 분석하였다. PRT 선택행태 분석의 핵심 이슈는 경험해보지 못한 교통수단에 대한 이용자들의 인지와 평가를 어떻게 효과적으로 측정하는 가이다. PRT 도입전후의 교통수단 선택에 대한 RP와 SP 자료를 설문조사를 이용하여 수집하였다. 설문지는 PRT 선호에 대한 bias를 최소화하도록 설계하였으며, 설문응답자의 성실한 답변을 방해하는 수많은 SP 설문항목을 획기적으로 줄일 수 있도록, 복잡한 fractional factorial 설계를 사용하지 않았다. 분석결과를 통해 본 연구에서 제안된 방법이 교통수단선택과 관련된 설명변수들을 효과적으로 측정하고 있음을 알 수 있다. 이산선택모형을 이용하여 다양한 PRT 시스템 특성과 운영방식하에서의 교통수단선택을 추정하였으며, 2개의 대상도시에 대해 PRT 이용수요를 예측하였다.

• 공업화학
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• 제31권4호
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• pp.377-382
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• 2020

아세틸렌 흡착 공정을 위한 MOF-235 합성의 최적화를 위해 순차적인 실험 계획법을 사용하였다. 이를 위하여 두 가지 실험 계획법이 적용되었는데, screening을 위한 2단계 요인 설계와 반응표면 분석법 중에 하나인 중심합성 계획이다. 본 연구에서는 2³ 요인 설계법을 이용하여 MOF-235의 결정도에 대한 합성 온도, 합성 시간 및 혼합 속도의 영향을 평가하였다. MINITAB 19 소프트웨어에 따라 설계된 16번의 MOF-235 합성 실험을 수행하였다. XRD 분석을 바탕으로 Half-Normal, Pareto, Residual, Main 및 Interaction 효과를 구하였다. 시험 결과의 분산 분석(ANOVA)을 통해 합성 온도 및 시간이 MOF-235의 결정도에 중요한 영향을 미친다는 것을 분석하였다. 이후, 중심합성 계획법을 이용하여 아세틸렌 흡착성능 최적화를 MOF-235의 선정된 합성 조건을 바탕으로 수행하였다. 설계된 9번의 흡착실험을 통해 도출된 결과를 2차 모델 방정식을 이용하여 계산하였다. 아세틸렌의 최대 흡착 용량(18.7 mmol/g)은 86.3 ℃ 및 28.7 h의 최적의 조건에서 합성된 MOF-235에서 얻을 수 있다고 예측하였다.

• 한국식품영양과학회지
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• 제32권7호
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• pp.1026-1031
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• 2003

냉동 백조기로 제조한 알칼리 수리미의 가열 겔 강도 증강을 위한 최적 전분 및 비근육 단백질의 선정과 이들 성분의 최적 첨가량을 설정하기 위해 2수준 fractional factorial과 mixture design을 실시하였으며, 반응 값은 punch test에 의한 물성과 색차계로 색을 측정하였다. 전분은 종류에 관계없이 파괴강도와 변형 값을 감소시켰다. 파괴강도 값은 전분의 농도 증가와 더불어 감소하였고, 변형 값은 유의적인 차이를 보이지 않았다. 비근육 단백질 중 소혈청 단백질이 겔의 파괴강도와 변형 값을 가장 크게 증가시켰으며, 첨가 농도가 증가함에 따라 파괴 강도와 변형 값은 증가하였다. 백색도는 전분과 근육 단백질의 함량이 증가함에 따라 다소 상승하는 것으로 나타났다. 파괴강도 100g 이상, 변형 값 4.6mm이상, 백색도 25.5 이상을 보이는 수리미, 감자전분, 소혈청의 최적 혼합 비율은 각각 89.4∼90.0%, 4.5∼5.2%, 5.3∼5.8%의 범위였다. 전분과 비근육 단백질을 첨가하여 제조한 가열 겔이 단백질의 균일한 분포와 치밀한 망상 구조 형태를 보이고 있었으며 이 같은 구조가 높은 물성 값에 기여하는 것으로 판단하였다.

• 한국산림과학회지
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• 제5권1호
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• pp.16-21
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• 1966

This experiment was accomplished to study the effect affecting to the absorption of creosote solutions by treating temperatures 20, 50 and $80^{\circ}C$ when the small test pieces were treated as short timed immersion process. The test speciemens used in this experiment were cut into 180 pieces of $2.5{\times}2.5{\times}5cm$ size from the air dried sapwood of Righda Pine (Pinus rigida M.). They were controlled to about 8 to 9% moisture contents and measured specific gravities. Four creosote solutions of $S_1$(straight creosote), $S_2$(creosote 70% : heavy oil 30%), $S_3$(creosote 50% : heavy oil 50%) and $S_4$(creosote 30% : heavy oil 70%), and three treating temperatures of $T_1$($20^{\circ}C$), $T_2$($50^{\circ}C$) and $T_3$($80^{\circ}C$) were applied by factorial split plot design in the each treatment of 3, 7, 15, 30 and 60 minutes immersion. According to the results this study may be concluded briefly as follows : 1. In this immersion process the absorption effects of creosote mixtures by the increase of temperatures are recognized considerably in the each treating times. However in the straight creosote of treated solutions the effective differences were not shown but most effective differences were shown in the $S_2$ solution. 2. Although the solutional absorptions were raised considerably by temperature increase in every treating times the absorption effects of creosote mixtures were not reached to that of straight creosote because the effects are considerably lowered if the treating solutions were mixed with heavy oil even a small quantities. 3. The relations between the creosote contents of treating solutions and the absorptions in wood are shown as Fig. 1, 2, 3, 4 and 5. In these figures the absorption curves made by higher temperature treatment $T_3$ are on the lower treatments $T_1$ and $T_2$ if the solutions were mixed with heavy oil. 4. This report is a part of the consolidated results announced at the annual meetings of Korean Forestry Association in 1964 and 1965.

• Journal of the Korean Academy of Child and Adolescent Psychiatry
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• 제22권3호
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• pp.169-181
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• 2011

Objectives: The Child Report of Post-traumatic Symptoms (CROPS) and the Parent Report of Post-traumatic Symptoms (PROPS) are screening measures for post-traumatic symptoms in children. The present study aimed to investigate the reliability and validity of the Korean versions of the CROPS and the PROPS. Methods: The Korean versions of the CROPS and the PROPS were administered to a sample of 304 children aged 6 to 15 years old. The internal reliability, test-retest reliability, factorial validity, predictive validity and concurrent validity were evaluated. Results: The reliability of the CROPS and the PROPS was shown to have excellent internal consistency and test-retest correlation. The single factor structure of the PROPS was good and that of the CROPS was borderline acceptable according to confirmatory factor analysis. Other validity measures such as the predictive validity and concurrent validity were also shown to be satisfactory. Conclusion: This study demonstrated that the Korean versions of the CROPS and the PROPS were reliable measures with satisfactory psychometric qualities. Because it takes less than 5 minutes to fill out the CROPS and the PROPS, respectively they can be quick and easy screening scales for assessing post-traumatic symptoms in Korean children.

• 복식
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• 제66권6호
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• pp.1-16
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• 2016

This study identifies the impact of celebrity stylists' individual psychographic characteristics, including their lifestyle, and social characteristics, including person-environment fit on their job commitment and satisfaction. A survey was conducted with currently working celebrity stylists, and a total of 203 responses were analyzed using descriptive analysis, factor analysis, reliability test, and multiple regression analysis. The results of this study were as follows: 1) The results of the factor analysis and reliability test on celebrity stylists' lifestyle and person-environment fit clearly revealed factorial structures, respectively. 2) Regarding the results of the influences of celebrity stylists' lifestyle on their job commitment and satisfaction, respondents who had higher new information-oriented, success-oriented, and conservation-oriented, but lower outdoor activity-oriented lifestyle tended to show higher job commitment and role satisfaction of job satisfaction. 3) Respondents who had higher person-job fit, person-organization fit, person-celebrity fit, and person-coworker fit tended to demonstrate a higher level of job commitment and role satisfaction of job satisfaction. Both celebrity stylists' lifestyle and person-environment, which revealed to have a significant relationship to their job commitment and satisfaction, could be used as an index to evaluate potential employees' job attitudes for recruiting celebrity stylist.

• 한국의상디자인학회지
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• 제9권2호
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• pp.15-30
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• 2007

The purpose of this study is to investigate the effect of makeup, clothing tone and clothing style on wearer's with same color coordination of lipstick and clothing. The experimental materials developed for this study were a set of stimulus and response scales (7-point scale semantic). The stimuli were 64 color pictures were manipulated by computer simulation. This experiment design was $2{\times}2{\times}4{\times}4$ factorial design. The stimuli were a set of eyeshadow color(brown), clothing style (formal style of Jacket / skirt and casual style of cardigan / pants), lipstick and clothing color (red and orange), lipstick tone(vivid, light, dull and dark), clothing tone(vivid, light, dull and dark). The subjects of this research were 384 female undergraduates living in Gyeongsangnam-do. The investigation was carried out at a lecture hall at the time between 10 a.m. and 3 p.m. in May 2006. The data were analyzed using SPSS program. Factor analysis, 4-way ANOVA, t-test, and Duncan test were used as analysis methods. Image factors according to variation of clothing style, clothing color, and makeup color are composed of 4 different dimensions (visibility, attractiveness, tenderness, and stability). In dimension of the visibility, the image was perceived to be glowing and luxurious regardless of lipstick tone and lipstick color in the case of the vivid tone clothing. According to the variation of clothing style, clothing color and tone, makeup color composed of eyeshadow color, lipstick color and tone, it was investigated that the images for a clothing wearer were expressed diversely, were shown differently in image dimensions, and could be produced to different images. The analysis data for images according to the combination of makeup and clothing color, tone, and style thus provide basic material for image consulting or color coordination.