• Journal of the Korean Institute of Intelligent Systems
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• v.19 no.4
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• pp.504-510
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• 2009

Recently, personalized-adaptive services became the center of interest in the world. However the services about music are not widely diffused out. That is because the analyzing of music information is more difficult than analyzing of text information. In this paper, we propose a music recommendation system which provides personalized services. The system keeps a user's listening list and analyzes it to select pieces of music similar to the user's preference. For analysis, the system extracts properties from the sound wave of music and the time when the user listens to music. Based on the properties, a piece of music is mapped into a point in the property space and the time is converted into the weight of the point. At this time, if we select and analyze the group which is selected by user frequently, we can understand user's taste. However, it is not easy to predict how many groups are formed. To solve this problem, we apply the K-means clustering algorithm to the weighted points. We modified the K-means algorithm so that the number of clusters is dynamically changed. This manner limits a diameter so that we can apply this algorithm effectively when we know the range of data. By this algorithm we can find the center of each group and recommend the similar music with the group. We also consider the time when music is released. When recommending, the system selects pieces of music which is close to and released contemporarily with the user's preference. We perform experiments with one hundred pieces of music. The result shows that our proposed algorithm is effective.

• Journal of the Society of Cosmetic Scientists of Korea
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• v.50 no.3
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• pp.213-225
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• 2024

In this study, norbixin loaded elastic liposomes (NELs) containing norbixin were prepared by changing the ratio (0.25 to 1 mg/mL) of sucrose stearate (SS), a surfactant, to evaluate changes in physical properties, skin permeability, light stability, and antioxidant activity. The average diameter of the NELs ranged from 80.6 to 113.8 nm, with zeta potential from 22.2 to 33.9 mV, deformability from 7.3 to 16.1, and loading efficiency from 40.5 to 58.6%. In the 0.05% norbixin-loaded elastic liposome, the highest loading efficiency, zeta potential, and deformability were observed in 1 mg/mL of SS (NEL-5). Under blue LED (10 W/m²), NEL showed higher photostability and antioxidant activity compared to unencapsulated norbixin. Due to its high stability and encapsulation efficiency, NEL-5 formulation was subsequently used for transdermal permeation. Furthermore, the NEL-5 has been shown to retain more in the stratum corneum of the skin than general liposome and 1,3-butylene glycol solution. These results confirm that the use of SS as a surfactant can stabilize the physicochemical properties of NELs and efficiently deliver active ingredients to the stratum corneum.

• Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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• v.21 no.5
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• pp.25-31
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• 2007

This paper presents a comparison of different current controller response characteristics of SRM. The most common current controllers of the SRM is hysteresis type. The hysteresis controller is easy to implement and fast current control response, but has the inherent disadvantage of switching frequency variations. The other common type of current controller is PI scheme. The design of a classical PI current controller with fixed parameters for SRM is not an easy task due to the extreme nonlinear characteristics. In this paper, some linearization technique is used for design of PI current controller. Experimental results of 1-hp SRM are presented for the basic reference data which can be used to select the proper current control scheme according to the applications.

• Proceedings of the Korean Vacuum Society Conference
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• 2014.02a
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• pp.470.2-470.2
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• 2014

RF-PECVD 장치에 의해 증착된 실리콘 질화막(SiNx)은 결정질 실리콘 태양전지에서 반사 방지막 효과 및 우수한 표면 패시베이션 특성을 제공하는 것으로 알려져 있다. 본 논문에서는 실리콘 질화막의 패시베이션 특성을 향상시키기 위해서 공정온도를 $400^{\circ}C$로 고정하고 공정압력, 가스비, RF (radio frequency) power를 가변하였다. 이 때의 실리콘 질화막의 굴절률 및 두께는 각각 2.0, 80 nm로 증착하여 그에 따른 특성에 대해 분석하였다. 공정 압력이 감소할수록 실리콘 질화막이 증착된 결정질 실리콘 태양전지의 유효 반송자 수명이 증가함을 보였고, 반면에 증착속도는 감소하였다. 또한 RF-power 500 W에서 실리콘 질화막이 증착된 결정질 실리콘 태양전지의 유효 반송자 수명이 상대적으로 높았으며 출력이 올라갈수록 증착속도가 증가하였다. 결과적으로 결정질 실리콘 태양전지에 증착한 실리콘 질화막은 0.8torr 공정 압력과 RF-power 500 W에서 $38.8{\mu}s$로 가장 좋은 유효 반송자 수명을 확인하였다. 위의 결과를 바탕으로 결정질 실리콘 태양전지를 제작하였고 향상된 패시베이션 특성을 갖는 실리콘 질화막의 조건을 찾기 위해서 개방전압(open circuit voltage)을 비교하였다. 공정압력 0.8 torr, RF-power 500 W에서 가장 높은 결과를 보였으며 이는 유효 반송자 수명과 유사한 결과를 나타냈다. 하지만 낮은 FF (fill factor)로 인해 변환 효율이 낮은 결과를 보였다. 태양전지 제작시 낮은 fill factor를 보인 이유와 위의 단점을 보완하기 위해 추가 실험을 수행하였으며, 개선된 fill factor를 통해 18.3% 효율의 태양전지를 제작하였다.

• Journal of the Institute of Electronics Engineers of Korea SP
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• v.45 no.5
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• pp.9-17
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• 2008

This paper proposes a method of color reproduction considering the viewing conditions of a PDP TV. Because of a change of peripheral environments by a temporal and spatial location of observers, the ambient lightings should be considered in the process of color reproduction of displays. A conventional method enhances the contrast and saturation of images by controlling voltage gains in each channel, so that there is a limit to implementing the phenomenon of human adaptation. This method also faces difficulties in reproducing the perceived colors under a variety of viewing conditions. Accordingly, in order to solve this problem, we first characterize the device by considering the brightness and the flare effect. The chromatic adaptation is finally applied to reproduce colors in a PDP TV using the information from the viewing conditions by the sensor. The images reproduced by the proposed method are visually more superior to those reproduced by a conventional method in the experiments.

• Management & Information Systems Review
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• v.28 no.4
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• pp.93-108
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• 2009

This study examines the asymmetric volatility in the Korean bond market and stock market by using the KTB Prime Index and KOSPI. Because accurate estimation and forecasting of volatility is essential before investing assets, it is important to understand the asymmetric response of volatility in bond market. Therefore I investigate the existence of asymmetric volatility in Korean bond market unlike the previous studies which mainly focused on stock returns. The main results of the empirical analysis with GARCH and GJR-GARCH model are as follow. At first, it exists the asymmetric volatility on KOSPI returns like the previous studies. Also, I find that the GJR-GARCH is more suitable one than GARCH model for forecasting volatility. Second, it does not exist the asymmetric volatility on KTB Prime Index returns. This result is showed by that using the GARCH model for forecasting volatility in bond market is sufficient.

• Journal of Advanced Marine Engineering and Technology
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• v.33 no.6
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• pp.835-842
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• 2009

The present thesis carried out a research on a compression pressure's reduction phenomenon and its countermeasure according to the thermal efficiency improvement method by a Miller method in 4-cycle low speed diesel engine. In case of retardation of intake valve closing time in a engine, the theoretical heat efficiency shows a remarkably reducing trend when a compression ratio is not compensated. Accordingly, the thermal efficiency showed an increasing trend in case of compensating the compression ratio. Especially, it could be understood that the theoretical heat efficiency at near ABDC $100^{\circ}$ of intake valve closing time in case of compensation of the compression ratio was improved by around 25.1%, and the mean effective pressure was also increased by around 18.6%. Also, as the retardation of intake valve closing time increases, air quantity becomes insufficient due to a backflow phenomenon of intake air and thus thermal efficiency was decreased in a high load operation domain. The solving method of this problem is possible by supercharge. Therefore, in order to improve thermal efficiency by retardation of ntake valve closing time, the thermal efficiency improvement according to low compression is possible when there are a compensation device of a compression ratio and a supercharge device. This is a problem-solving method of low compression and high expansion cycle.

• Journal of the Institute of Electronics Engineers of Korea SP
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• v.42 no.6
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• pp.83-88
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• 2005

In this paper, detection based - adaptive windowed nonlinear filters(DB-AWNF) are proposed for removing one-side impulse noise in infrared image. They are composed of impulse detector and window-size-variable median filters. Impulse detector checks whether current pixel is impulse or not using range function and nonlinear location estimator. If impulse is detected, current pixel is filtered according to four kinds of local masks by use of median filter. If not. current pixel is delivered to output like identity filter. In qualitative view, the proposed could have removed heavy corrupted noise up to $20\%$ and reserved the details of image. In quantitative view, PSNR was measured. The proposed could have 13 - 31[dB] more improved performance than those of median($3{\times}3$) filter and 18 - 25[dB] more improved performance than those of median($5{\times}5$) filter.

• The Journal of the Korea Contents Association
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• v.21 no.10
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• pp.309-321
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• 2021

While total sales of broadcasting business have been increasing, terrestrial broadcasters' sales are stagnant and comprehensive programming program providers(PPs)' sales are increasing. The purpose of this study is to derive implications by analyzing the relative efficiency and super-efficiency of domestic broadcasters in such an asymmetric situation. In this study, we use input and output data of three central terrestrial broadcasters and four comprehensive programming PPs from 2012 to 2019. For the analysis, Additive DEA model and Additive super-efficiency DEA model are used with the assumption of VRS condition since the broadcasting industry is characterized by economies of scale. As a result, we find out that the input excess of tangible assets is the most decisive cause of inefficiency that reduces the efficiency of central terrestrial broadcasters. On the other hand, for the comprehensive programming PPs, the input excess of tangible assets and the output shortfall of total sales are important factors of inefficiency.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.12
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• pp.603-611
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• 2020

Potholes on the road directly affect drivers' safety, satisfaction, and vehicle damage. Thus, real-time detection and response are required. Increasing frequency of patrols allows for potholes to be detected and responded to quickly, but this takes much manpower, money, and time. In addition, potholes have different occurrence characteristics depending on the rain conditions, so it is necessary to consider the optimal frequency from an economic and road-service perspective. Therefore, a quantitative analysis was done on the effects of rainfall on the occurrence characteristics of potholes. Information on the persistence, impact of rainfall intensity, and weather information was collected over a long period. Based on the results, a risk-based, optimized, and changeable road-patrol strategy is presented. The analysis results show that the probability of pothole occurrence increases by 2.4 times in rainy weather. Furthermore, the impact continues for 3 days even after the rain stops. The probability of pothole occurrence increases by 0.46% per 1 mm of rainfall, and the occurrence characteristics react sensitively to even a small amount of rain of around 1 mm. It was concluded that road patrol is required at least once every three days for an effect-free period, while twice a day is needed for the "sphere of influence" period to achieve a 95% reliability level.ys for effect-free period, while twice a day for sphere of influence period to satisfy 95% reliability level.