• Title/Summary/Keyword: importance-performance

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Numerical Model Test of Spilled Oil Transport Near the Korean Coasts Using Various Input Parametric Models

  • Hai Van Dang;Suchan Joo;Junhyeok Lim;Jinhwan Hur;Sungwon Shin
    • Journal of Ocean Engineering and Technology
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    • v.38 no.2
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    • pp.64-73
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    • 2024
  • Oil spills pose significant threats to marine ecosystems, human health, socioeconomic aspects, and coastal communities. Accurate real-time predictions of oil slick transport along coastlines are paramount for quick preparedness and response efforts. This study used an open-source OpenOil numerical model to simulate the fate and trajectories of oil slicks released during the 2007 Hebei Spirit accident along the Korean coasts. Six combinations of input parameters, derived from a five-day met-ocean dataset incorporating various hydrodynamic, meteorological, and wave models, were investigated to determine the input variables that lead to the most reasonable results. The predictive performance of each combination was evaluated quantitatively by comparing the dimensions and matching rates between the simulated and observed oil slicks extracted from synthetic aperture radar (SAR) data on the ocean surface. The results show that the combination incorporating the Hybrid Coordinate Ocean Model (HYCOM) for hydrodynamic parameters exhibited more substantial agreement with the observed spill areas than Copernicus Marine Environment Monitoring Service (CMEMS), yielding up to 88% and 53% similarity, respectively, during a more than four-day oil transportation near Taean coasts. This study underscores the importance of integrating high-resolution met-ocean models into oil spill modeling efforts to enhance the predictive accuracy regarding oil spill dynamics and weathering processes.

The Importance of Time Management in Self-Regulated Learning: Focusing on University Online Courses

  • Jong Man Lee
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.6
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    • pp.193-200
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    • 2024
  • This study aims to answer the following questions: 'Do university students who are satisfied with their online courses have higher academic achievement?' and 'What are the key self-regulated learning strategy factors that influence satisfaction and academic performance?'. To do this, this study conducted a survey of university students taking online courses and collected a total of 95 questionnaires. Research method used structural equation model. The results of the analysis showed that, First, satisfaction and academic achievement in university online courses were found to be unrelated. Second, the factors affecting satisfaction and academic achievement were found to be different. Time management was analyzed as a significant factor affecting both satisfaction and academic achievement, while interaction was found to affect satisfaction only. These findings can be used as a basis for developing practical policies to prioritize and support self-regulated learning as an effective teaching method in university online courses.

A Study on Machine Learning-Based Estimation of Roadkill Incidents and Exploration of Influencing Factors (기계학습 기반의 로드킬 발생 예측과 영향 요인 탐색에 대한 연구)

  • Sojin Heo;Jeeyoung Kim
    • Journal of Environmental Impact Assessment
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    • v.33 no.2
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    • pp.74-83
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    • 2024
  • This study aims to estimate roadkill occurrences and investigate influential factors in Chungcheongnam-do, contributing to the establishment of roadkill prevention measures. By comprehensively considering weather, road, and environmental information, machine learning was utilized to estimate roadkill incidents and analyze the importance of each variable, deriving primary influencing factors. The Gradient Boosting Machine (GBM) exhibited the best performance, achieving an accuracy of 92.0%, a recall of 84.6%, an F1-score of 89.2%, and an AUC of 0.907. The key factors affecting roadkill included average local atmospheric pressure (hPa), average ground temperature (℃), month, average dew point temperature (℃), presence of median barriers, and average wind speed (m/s). These findings are anticipated to contribute to roadkill prevention strategies and enhance traffic safety, playing a crucial role in maintaining a balance between ecosystems and road development.

A Study on the Meaning and Scalability of Citizens' Oral History Archiving: Focusing on the Ministry of Culture, Sports and Tourism's 'Digital Life History Archiving Project' in 2021 (시민 구술 아카이빙의 의미와 확장성 고찰 2021년 문화체육관광부 디지털생활사아카이빙 사업을 중심으로)

  • Sohn, DongYou
    • The Korean Journal of Archival Studies
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    • no.80
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    • pp.129-165
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    • 2024
  • This study aims to emphasize the importance and activation of citizen oral history. As is well known, research on oral history gradually began in earnest in Korea from the 1980s. Until now, citizen interviews by researchers and elite interviews by researchers have steadily increased in quantity. However, citizen interviews by citizens are insignificant. The "Digital Life-history Archiving" project, which has been under the supervision of the Ministry of Culture, Sports and Tourism since 2021, is a new and meaningful attempt. Citizens are educated on archiving and oral history to conduct interviews and produce archives. It is producing high-quality oral archives, securing citizens' archiving capabilities, and building local cultural resources. Based on the experience of participating in this project in 2021, I evaluated the performance and limitations and looked at the implications. I expect it to help reduce trial and error in the future. I also proposed a plan to actively produce and utilize citizen oral archives. To this end, specific cooperation between oral-history institutions and oral archives platforms were also proposed.

A Quantitative Analysis of Effects on Enhancing Bus Shelter Infrastructure: Focusing on Contingent Valuation Method by an User's Satisfaction Survey (버스정류장 시설 개선의 정량적 효과 분석: 이용자 만족도 조사 기반 CVM을 중심으로)

  • Kyuhyuk Kim;Myounggyu Kim;Nayeon Kim;Heesoo Kim;Tai-jin Song
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.23 no.2
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    • pp.89-105
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    • 2024
  • Bus stop improvement conveys users their usability. It is essential that transportation jurisdictions should identify quantitative effects of a bus stop improvement to invest effectively and expand consistently. Nevertheless, there is currently no research to estimate the quantitative effect on bus stops improvement. In this study, the willingness to pay and the benefit-cost ratio for the bus stops improvement were estimated through a contingent valuation method based on user satisfaction. It was found that the bus stop improvement located in urban areas can achieve high-cost benefits, and it in suburban areas has a great impact on improving the quality of life of local residents. The results of this study will be used as a basis for expanding the bus stop facility improvement project.

A Study on Occupational Therapists' Empowerment, Burnout, and Job Satisfaction (작업치료사의 임파워먼트, 소진 및 직무만족도에 관한 연구)

  • Seol-Hee Yoon;Hye-Won Oh;Bo-Ra Park;Seung-Hyun Cho
    • Journal of The Korean Society of Integrative Medicine
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    • v.12 no.1
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    • pp.11-26
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    • 2024
  • Purpose : This study investigated the empowerment, burnout, and job satisfaction levels among occupational therapists, and to ascertained the effects of empowerment and burnout on job satisfaction. The study aimed to provide foundational data to help increase job satisfaction among occupational therapists. Methods : We surveyed 180 occupational therapists working in the Jeollabuk-do. The survey included 49 questions covering general characteristics, empowerment, burnout, and job satisfaction. Differences in empowerment, burnout, and job satisfaction levels based on general characteristics were analyzed using independent sample t-tests and one-way ANOVA. We performed multiple regression analyses to ascertain the effects of empowerment and burnout on job satisfaction. Results : The average scores for job satisfaction, burnout, and empowerment were 40.32, 58.40, 41.82, respectively. Job satisfaction according to general characteristics showed statistically significant differences based on the annual income and the most difficult treatment. We found that empowerment factors such as perceived importance of the job confidence in one's abilities, and independence and autonomy in job performance, significantly affected job satisfaction. However, the most significant factor influencing job satisfaction was daily fatigue and stress. Conclusion : Job empowerment and burnout of significantly affected job satisfaction among occupational therapists. Occupational therapists have a effect on the daily lives of their clients through interventions, playing a crucial role for each individual client. Thus, increasing the empowerment and job satisfaction levels of occupational therapists and reducing their burnout levels can help improve the quality of life of the clients and enable occupational therapists to provide high-quality services.

A Study on the Relationship Between Apparent Auditory Room Size and Acoustic Preference (공간의 청각적 규모감과 음향적 선호도간의 관계)

  • Jeong Dae-Up
    • The Journal of the Acoustical Society of Korea
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    • v.25 no.4
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    • pp.191-196
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    • 2006
  • Human tend to rely their information about the size of a space on vision. However, it might be a common experience to perceive a certain difference in spaces without any visual difference, in such spaces as rooms for music performance, multimedia environments with multiple sound sources, and car cabins, where auditory experiences have a certain importance. In the present work, apparent auditory room size was measured at different positions in a room through a series of listening experiments. Also, measurement of room acoustic parameters was carried out and their relationships with perceived auditory room size were analyzed. The results suggest that apparent auditory room sizes were largely dependent on musical clarity, distance between a source and a receiver, and sound pressure level at the listening position. Also, the results from acoustic preference test suggest that smaller apparent room sizes were preferred for listening to orchestral, cello and flute music. The relationship between apparent auditory room size and vocal music was found to be statistically insignificant.

Computed tomographic evaluation of portal vein indices in cats with the extrahepatic portosystemic shunts

  • Eunji Jeong;Jin-Young Chung;Jin-Ok Ahn;Hojung Choi;Youngwon Lee;Kija Lee;Sooyoung Choi
    • Journal of Veterinary Science
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    • v.25 no.3
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    • pp.37.1-37.10
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    • 2024
  • Importance: The portal vein to aorta (PV/Ao) ratio is used to assess the clinical significance of extrahepatic portosystemic shunt (EHPSS). Previous studies using computed tomography (CT) were conducted in dogs but not in cats. Objective: This study aimed to establish normal reference values for PV indices (PV/Ao ratio and PV diameter) in cats and determine the usefulness of these for predicting symptomatic EHPSS. Methods: This study included 95 dogs and 114 cats that underwent abdominal CT. The canine normal (CN) group included dogs without EHPSS. The cats were classified into feline normal (FN, 88/114), feline asymptomatic (FA, 16/114), and feline symptomatic (FS, 10/114) groups. The PV and Ao diameters were measured in axial cross-sections. Results: The group FN had a higher PV/Ao ratio than the group CN (p < 0.001). Within the feline groups, the PV indices were in the order FN > FA > FS (both p < 0.001). The mean PV diameter and PV/Ao ratio for group FN were 5.23±0.77 mm and 1.46±0.19, respectively. The cutoff values between groups FN and FS were 4.115 mm for PV diameter (sensitivity, 100%; specificity, 97.7%) and 1.170 for PV/Ao ratio (90%, 92.1%). The cutoff values between group FA and FS were 3.835 mm (90%, 93.8%) and 1.010 (70%, 100%), respectively. Conclusions and Relevance: The results demonstrated significant differences in PV indices between dogs and cats. In cats, the PV/Ao ratio demonstrated high diagnostic performance for symptomatic EHPSS. The PV diameter also performed well, in contrast to dogs.

Current strategies using 3D organoids to establish in vitro maternal-embryonic interaction

  • Islam Mohamed Saadeldin;Seif Ehab;Ahmed Elsayed Noreldin;Ayman Abdel-Aziz Swelum;Seonggyu Bang;Hyejin Kim;Ki Young Yoon;Sanghoon Lee;Jongki Cho
    • Journal of Veterinary Science
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    • v.25 no.3
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    • pp.40.1-40.19
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    • 2024
  • Importance: The creation of robust maternal-embryonic interactions and implantation models is important for comprehending the early stages of embryonic development and reproductive disorders. Traditional two-dimensional (2D) cell culture systems often fail to accurately mimic the highly complex in vivo conditions. The employment of three-dimensional (3D) organoids has emerged as a promising strategy to overcome these limitations in recent years. The advancements in the field of organoid technology have opened new avenues for studying the physiology and diseases affecting female reproductive tract. Observations: This review summarizes the current strategies and advancements in the field of 3D organoids to establish maternal-embryonic interaction and implantation models for use in research and personalized medicine in assisted reproductive technology. The concepts of endometrial organoids, menstrual blood flow organoids, placental trophoblast organoids, stem cell-derived blastoids, and in vitro-generated embryo models are discussed in detail. We show the incorportaion of organoid systems and microfluidic technology to enhance tissue performance and precise management of the cellular surroundings. Conclusions and Relevance: This review provides insights into the future direction of modeling maternal-embryonic interaction research and its combination with other powerful technologies to interfere with this dialogue either by promoting or hindering it for improving fertility or methods for contraception, respectively. The merging of organoid systems with microfluidics facilitates the creation of sophisticated and functional organoid models, enhancing insights into organ development, disease mechanisms, and personalized medical investigations.

Evaluation of Performance and No-reference-based Quality for CT Image with ADMIRE Iterative Reconstruction Parameters: A Pilot Study (ADMIRE 반복적 재구성 파라메터에 따른 CT 영상의 특성 및 무참조 기반 화질 평가: 선행연구)

  • Bo-Min Park;Yoo-Jin Seo;Seong-Hyeon Kang;Jina Shim;Hajin Kim;Sewon Lim;Youngjin Lee
    • Journal of radiological science and technology
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    • v.47 no.3
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    • pp.175-182
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    • 2024
  • Advanced modeled iterative reconstruction (ADMIRE) represents a repetitive reconstruction method that can adjust strength and kernel, each of which are known to affect computed tomography (CT) image quality. The aim of this study was to quantitatively analyze the noise and spatial resolution of CT images according to ADMIRE control factors. Patient images were obtained by applying ADMIRE strength 2 and 3, and kernel B40 and B59. For quantitative evaluations, the noise level, spatial resolution, and overall image quality were measured using coefficient of variation (COV), edge rise distance (ERD), and natural image quality evaluation (NIQE). The superior values for the average COV, ERD, and NIQE results were obtained for the ADMIRE reconstruction conditions of ADMIRE 2 + B40, ADMIRE 3 + B59, and ADMIRE3 + B59. NIQE, which represents the overall image quality based on no-reference, was about 6.04 when using ADMIRE 3 + B59, showing the best result among the reconstructed image acquisition conditions. The results of this study indicate that the ADMIRE strength and kernel chosen for use in ADMIRE reconstruction have a significant impact on CT image quality. This highlights the importance of adjusting to the control factors in consideration of the clinical environment.