• Journal of the Korea Society of Computer and Information
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• v.26 no.9
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• pp.143-153
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• 2021

In this paper, we propose "flexible routing with flex" to provide fast delivery by using the flexible routing for the delivery vehicle and crowd-shipper named flex. To this end, we have introduced an algorithm that can build the delivery plan for delivery vehicles and flexes. The introduced algorithm uses the 2-opt algorithm to construct routes with low complexity and acceptable quality, and the revised saving algorithm to assign customer orders to the flex. The algorithm allows the vehicle and the flex to function complement each other without separating the delivery vehicle from the flex. The experiments consider the 3 different instances named Random, Mixed, Cluster, and show that "the flexible routing with flex" has a better result than "vehicle only". The sensitivity analysis of the flex cost and time penalty shows "the flexible routing with flex" can provide better service not only to the customers who are serviced by flex but also to the customers who are serviced by the delivery vehicle.

• The Korean Journal of Applied Statistics
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• v.30 no.6
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• pp.809-825
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• 2017

The number of TV entertainment shows is increasing. Competition among programs in the entertainment market is intensifying since cable channels air many entertainment TV shows. There is now a need for research on program ratings and the number of episodes. This study presents predictive models for entertainment TV show ratings and number of episodes. We use various data mining techniques such as linear regression, logistic regression, LASSO, random forests, gradient boosting, and support vector machine. The analysis results show that the average program ratings before the first broadcast is affected by broadcasting company, average ratings of the previous season, starting year and number of articles. The average program ratings after the first broadcast is influenced by the rating of the first broadcast, broadcasting company and program type. We also found that the predicted average ratings, starting year, type and broadcasting company are important variables in predicting of the number of episodes.

• Journal of The Korean Association For Science Education
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• v.40 no.1
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• pp.29-40
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• 2020

The purpose of this study is to explore how a high school science teacher (Teacher E) shifted her understanding and facilitation of scientific modeling through participation in a professional learning community (PLC) for over a year. Based on socially situated theory of learning, I focused on examining Teacher E's frames about scientific modeling from her social interactions. Teacher E participated in her school-based PLC over a year and collaborated with other science teachers, coaches, and researchers to improve science instruction. I qualitatively explored her participation in 6 full-day professional learning opportunities-studios-where the PLC members collectively planned, implemented, and debriefed modeling-based lessons. Especially, I focused on two Studios (Studio 2, 6) where Teacher E became the host teacher and implemented the lessons. I also examined her classroom teaching in those Studios. To understand how the PLC inquiry affected the shifts observed in Teacher E's understanding and practice, I explored how the inquiry evolved over the 6 Studios. Findings suggest that in Studio 2, Teacher E viewed students' role in scientific modeling as to fill out the worksheet with "correct" answers. Meanwhile, in Studio 6, she focused on helping students collaborate to construct explanatory models of phenomena using evidence. The PLC inquiry, focused on supporting students' construction of evidence-based explanations and collaboration in scientific modeling, seemed to promote the shifts observed in Teacher E's understanding and facilitation of scientific modeling. These findings can inform educational researchers and practitioners who aim to promote teachers' professional learning to support students' epistemic practices.

• Journal of Naturopathy
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• v.10 no.1
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• pp.66-69
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• 2021

Purpose: This study aimed to study barley sprout powder's effect on blood lipids in women in their 50s. Methods: For 18 months of ingesting 3 grams of barley sprout powder daily, and the changes were investigated before and after the blood tests every six months. Results: The systolic blood pressure decreased from 107 mmHg for the first test to 91 for the fourth test. Diastolic blood pressure dropped from 69 mmHg to 49 mmHg at the first test. Abdominal circumference decreased from 84 cm at the first measurement to 78 cm at the fourth round. Fasting glucose and HDL were not affected. Total cholesterol was significantly refused from 264 mg/dl in the first measurement to 172 mg/dl in the fourth measurement. The first measurement of triglycerides in 2018 was 179 mg/dl, and it was highly reduced at the fourth measurements to 80 mg/dl. The first measurement of LDL was 182 mg/dl, and the fourth was a high decrease to 97 mg/ dl. Conclusions: After the women in the 50s ingesting sprout barley for 18 months, the overall improvements were shown by reducing significantly with fasting blood sugar, blood pressure, blood triglyceride, and LDL concentrations.

• Korean journal of food and cookery science
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• v.31 no.6
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• pp.764-772
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• 2015

This study was conducted to investigate food safety management practices at children's foodservice facilities and evaluate the effect of visiting education by Center for Child-care Foodservice Management (CCFSM) for food safety improvement. The subjects of evaluation included child care centers (84.3%), kindergartens (7.8%), and community child centers (7.8%). Facilities by foundation types were private (70.6%), public (19.6%), and corporation (9.8%). The average score of food safety evaluation was 84.09 points. The total score of food safety evaluation of community child center was significantly lower than that of child care center and kindergarten (p<0.01); and the total score of public facilities was higher than that of private facilities. Furthermore, 35.9% of evaluation items showed performance higher than 90%, while 15.4% showed performance less than 60%. The item with lowest performance was 'washing and disinfection of fruits and vegetables (26.5%)'. Results of one-way ANOVA of food safety evaluation score by the frequency of visiting education indicated that the evaluation score of the third session significantly increased from the first and second sessions. In addition, the result of two-way ANOVA showed that both foodservice type (F=21.730, p<0.001) and the frequency of visiting education (F=7.968, p<0.001), and both foundation type (F=31.387, p<0.001) and the frequency of visiting education (F=7.507, p<0.001) affected the total food safety evaluation score. There were significant differences in result scores according to the number of meal served (F=17.133, p<0.001) and the frequency of food safety evaluation (F=17.065, p<0.001). In conclusion, visiting education of children's foodservice facility showed significant effect on the improvement of food safety level.

• Laboratory Medicine and Quality Assurance
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• v.40 no.2
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• pp.51-69
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• 2018

As part of the immunoserology program of the Korean Association of External Quality Assessment Service, we organized two trials on the external quality assessment of hepatitis viral markers in 2016 and 2017. The hepatitis viral antigens and antibodies program consisted of 10 test items. We delivered two and three types of pooled sera specimens to 965 and 965 institutions for the first and second trials of external proficiency testing in 2016, respectively. The number of participating laboratories was 915 (94.8%) and 913 (95.0%) in the first and second trials in 2016, respectively. We also delivered three kinds of pooled sera specimens to 936 and 1,015 institutions for the first and second trials of external proficiency testing in 2017, respectively. The number of participating laboratories was 920 (98.3%) and 996 (98.1%) in the first and second trials in 2017, respectively. The most commonly tested items were hepatitis B surface antigen, followed by the antibodies to hepatitis B surface antigen, anti-hepatitis C virus, hepatitis B envelope antigen, antibodies to hepatitis B envelope antigen, anti-hepatitis A virus and antibodies to hepatitis B core antigen. The most frequently used methods for detecting viral markers were the chemiluminescence immunoassay and the electrochemiluminescence immunoassay, but they yielded a few-false positive results due to the matrix effect. The immunochromatographic assay yielded false-negative results for anti-hepatitis A virus due to low sensitivity. Continuous improvement in the quality of viral hepatitis testing through participation in the survey seems necessary.

• Proceedings of the Korea Information Processing Society Conference
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• 2023.11a
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• pp.442-445
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• 2023

최근 딥러닝 및 로봇기술의 발전으로 인해 대량의 데이터를 빠르게 수집하고 처리하는 연구 분야들로 확대되었다. 이와 관련된 한 가지 분야로써 다중 로봇을 이용한 분산학습 연구가 있으며, 이는 단일 에이전트를 이용할 때보다 대량의 데이터를 빠르게 수집 및 처리하는데 용이하다. 본 연구에서는 기존 Distributed Neural Network Optimization (DiNNO) 알고리즘에서 제안한 정적 분산 학습방법과 달리 단계적 분산학습 방법을 새롭게 제안하였으며, 모델 성능을 향상시키기 위해 원시 변수를 근사하는 단계수를 상수로 고정하는 기존의 방식에서 통신회차가 늘어남에 따라 점진적으로 근사 횟수를 높이는 방법을 고안하여 새로운 알고리즘을 제안하였다. 기존 알고리즘과 제안된 알고리즘의 정성 및 정량적 성능 평가를 수행하기 MNIST 분류와 2 차원 평면도 지도화 실험을 수행하였으며, 그 결과 제안된 알고리즘이 기존 DiNNO 알고리즘보다 동일한 통신회차에서 높은 정확도를 보임과 함께 전역 최적점으로 빠르게 수렴하는 것을 입증하였다.

• The Journal of the Korea Contents Association
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• v.19 no.2
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• pp.204-209
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• 2019

This study is to develop an oral healthcare program for students with intellectual disabilities, who were in high-school grades in Special School C located in North Chungcheong Province, and to examine its effect after applying the program. The program effect was the index of oral environment care ability and the score of dental caries risk per each session. In addition, images were taken for phase-contrast microscopy. The PHP index before and after the oral healthcare program and the risk of dental caries decreased but showed no significant difference. An observation on phase-contrast microscopy revealed that the number of cocci decreased at the third session compared to that in the first session, and almost no bacillus was observed. The oral healthcare program, would be able to improve the oral environment care ability of students with intellectual disabilities and lower the risk of dental caries.

• Proceedings of the Korean Society of Precision Engineering Conference
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• 2013.05a
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• pp.1599-1600
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• 2013

• Journal of dental hygiene science
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• v.15 no.2
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• pp.98-105
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• 2015

We investigated the effects of a mutan (water-insoluble ${\alpha}$-glucans) isolated from Streptococcus mutans on the healing of bone defect in rat. Sprague-Dawley rats were divided into control (saline-treated), lipopolysaccharide (LPS)-treated, and mutan-treated groups (n=6 per group). Experimental bone defects were surgically created with round fissure bur at the buccal surface of the left mandibular. The control groups was administered with saline solution (0.1 ml/100 g), while the LPS and mutan group was given LPS and mutan (1 mg/kg body weight) three times weekly. After 4 weeks the rats were sacrificed, the healing of bone defect was assessed by bone mineral density (BMD) and micro-computed tomography (${\mu}CT$) examination. Percent bone volume (bone volume/tissue volume [BV/TV]), trabecular thickness (Tb.Th), and trabecular number (Tb.N) parameters of ${\mu}CT$ showed higher values in control group than LPS and mutan group. Bone surface/volume ratio (BS/BV), trabecular bone pattern factor (Tb.Pf), and structure model index parameters of ${\mu}CT$ showed higher values in LPS group than mutan group. BMD values of mutan treated-alveolar bones were significantly lower for than that of the LPS group. Therefore, we suggest that mutan, water-insoluble ${\alpha}$-glucans from S. mutans may be induce the induction of periodontal diseases.