• Annual Conference on Human and Language Technology
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• 2016.10a
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• pp.291-295
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• 2016

본 논문에서는 한국어 기본 유니트 단위로 WPM을 활용한 구글 플레이 스토어 앱의 댓글 감정분석을 수행하였다. 먼저 자동 띄어쓰기 시스템을 적용한 후, 어절단위, 형태소 분석기, WPM을 각각 적용하여 모델을 생성하고, 로지스틱 회귀(Logistic Regression), 소프트맥스 회귀(Softmax Regression), 서포트 벡터머신(Support Vector Machine, SVM)등의 알고리즘을 이용하여 댓글 감정(긍정과 부정)을 비교 분석하였다. 그 결과 어절단위, 형태소 분석기보다 WPM이 최대 25%의 향상된 결과를 얻었다. 또한 분류 과정에서 로지스틱회귀, 소프트맥스 회귀보다는 SVM 성능이 우수했으며, SVM의 기본 파라미터({'kernel':('linear'), 'c':[4]})보다 최적의 파라미터를 적용({'kernel': ('linear','rbf', 'sigmoid', 'poly'), 'C':[0.01, 0.1, 1.4.5]} 하였을 때, 최대 91%의 성능이 나타났다.

• Journal of the Society of Cosmetic Scientists of Korea
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• v.45 no.2
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• pp.199-208
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• 2019

This study reports water-resistant oil-in-water (O/W) emulsion-based sunscreening formulations prepared using a poly(ethylene glycol)-poly(${\varepsilon}$-caprolactone)-poly(ethylene glycol) (PEG-PCL-PEG) triblock polymeric surfactant. As a result of a variety of outdoor recreational activities such as swimming and hiking, consumer needs for development of advanced water-resistant sunscreen formulations are increasing. Water-resistant sunscreens are mostly based on water-in-oil (W/O) emulsions, because they should not be wiped off by water or sweat. However, the W/O emulsion formulations have a disadvantage in that the feeling of use is oily and difficult to remove. On the other hand, the O/W emulsion formulations are excellent in achieving the better skin feel as well as the easier removal. However, it is difficult to provide the O/W emulsion formulations with the water-repelling performance, since re-emulsification likely occurs upon getting touch with water. To solve this problem, this study proposes a O/W emulsion-based sunscreen formulation, a triblock polymeric surfactant having relatively high interfacial tension HLB value (~ 10). This allows the sunscreen formulations to exhibit the improved water repellence function by preventing their re-emulsification. The sunscreen formation system prepared in this study would be useful for diversification of functional sunscreen products, taking advantages of its excellent emulsion stability, UV protection performance, long lasting water-resistant function and selective cleansing effect with only foam cleanser.

• Journal of the Society of Cosmetic Scientists of Korea
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• v.48 no.1
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• pp.55-64
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• 2022

The potassium cream soap with fatty acid called cleaning foam has a crystal gel structure, and unlike an emulsion system, it is weak to shear stress and shows characteristics that are easily separated under high temperature storage conditions. The crystal gel structure of cleansing foams is significantly influenced by the nature and proportion of fatty acids, degree of neutralization, and the nature and proportion of polyols. In order to investigate the effect of these parameters on the crystal gel structure, a ternary system consisting of water/KOH/fatty acid was investigated in this study. The investigation of differential scanning calorimeter (DSC) revealed that the eutectic point was found at the ratio of myristic acid (MA) : stearic acid (SA) = 3 : 1 and ternary systems were the most stable at the eutectic point. However, the increase in fatty acid content had little effect on stability. On the basis of viscosity and polarized optical microscopy (POM) measurements, the optimum degree of neutralization was found to be about 75%. The system was stable when the melting point (T_m) of the ternary system was higher than the storage temperature and the crystal phase was transferred to lamellar gel phase, but the increase in fatty acid content had little effect on stability. The addition of polyols to the ternary system played an important role in changing the T_m and causing phase transition. The structure of the cleansing foams were confirmed through cryogenic scanning electron microscope (Cryo-SEM), small and wide angle X-ray scattering (SAXS and WAXS) analysis. Since butylene glycol (BG), propylene glycol (PG), and dipropylene glycol (DPG) lowered the T_m and hindered the lamellar gel formation, they were unsuitable for the formation of stable cleansing foam. In contrast, glycerin, PEG-400, and sorbitol increased the T_m, and facilitated the formation of lamellar gel phase, which led to a stable ternary system. Glycerin was found to be the most optimal agent to prepare a cleansing foam with enhanced stability.

• The KIPS Transactions:PartC
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• v.15C no.5
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• pp.399-408
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• 2008

Mobile WiMAX provides wireless broadband services for data communication based on IP protocol. The limitation of physical bandwidth in the radio links may cause performance degradation in providing wireless broadband services in WIMAX. To enhance the efficiency of the radio link utilization, Payload Header Suppression (PHS) is defined as an optional header compression mechanism for mobile WiMAX. It has, however, a very limited compression capability since it has very restrictive compression fields. In this paper, hence, we assumed the application of Robust Header Compression (ROHC), a header compression scheme proposed for links characterized by high bit error ratios, long round-trip times (RTT), and scarce resource, to Mobile WiMAX, and studied its performance. Previous studies on ROHC performance merely focused on the impact of high bit error rate. However, bit error is virtually transparent to ROHC in the wireless systems like WiMAX, since the MAC provides the bit error checking function. In order to evaluate the performance of ROHC in the Mobile WiMAX environments, therefore, we evaluated the performance of ROHC with respect to the packet losses instead of bit error. We investigated the impact of the ROHC parameters that are recommended for the implementation in the ROHC and compared the performance of ROHC with PHS.

• Proceedings of the Korean Information Science Society Conference
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• 2010.06a
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• pp.198-199
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• 2010

• Proceedings of the Korea Society of Design Studies Conference
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• 2005.10a
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• pp.224-225
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• 2005

• Journal of the Korean Institute of Telematics and Electronics B
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• v.31B no.7
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• pp.26-32
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• 1994

The Lloyd-Max algorithm is an iterative scheme for design of the minimum mean square error quantizer. It is very simple in concept and easy to program into a computer. However its convergence and accuracy are primarily dependent upon the accuracy of the initial parameter. In this paper, a new initial parameter which converges to a specific value when the number of output levels becomes large is selected. And an estimator using curve fitting techique is suggested. In addition, performance of the proposed method is shown to be superior to that of the existing methods in accuracy and convergence.

• the Consultant
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• s.21
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• pp.144-153
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• 2004

인생살이에서 일어나는 자질구레한 일들을 우아하고 아름답게 하는 방법을 배우지 않으면 당신은 결코 당신이 원하는 세계에 다가 갈 수 없다.'-맥스 비어봄 성공을 향해 질주하는 젊은 비지니스맨이라면 더 이상 효율과 능력만 내세우진 않을 것이다. 그거 좀더 센스있는 사람이라면 다음과 같은 통계를 유심히 들여다 볼 것이다. 1995년 미국 컬럼비아 대학은 MBA과정에 참가한 사람들을 대상으로 '자신이 최고 경영자에 오르기까지 가장 많은 영향을 준 요인이 무엇인가?'에 대한 설문조사를 실시했다. 놀랍게도 '대인관계의 매너와 에티켓'을 지적한 사람이 무려 93%이었다. 옷입기부터 시작해서 만남, 비즈니스, 경조사, 편지, 호칭, 파티에 이르기까지 생활 전반에 걸쳐 삶의 태도를 저울질하는 에티켓, 우리의 삶과 일에 있어 에티켓이란 작은 열쇠가 얼마나 큰 위력을 발휘하는지 알아보자.

• Proceedings of the Korean Operations and Management Science Society Conference
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• 2006.05a
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• pp.9-16
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• 2006

소정의 조건을 만족하는 서로 다른 주문들의 일부 혹은 전부가 동일 배치에 집약하여 처리할 수 있을 때, 최소개수의 작업단위로 모든 주문을 처리하는 문제를 다룬다. 무방향 그라프(G=(V,E,w(v)))와 작업 단위 크기 $\lambda$로 표현되는 이 문제는 엔피하드(NPhard)일 뿐 아니라 맥스에스엔피하드(MAX SNP-hard)임을 보인다. 또한, 그라프가 나무(Tree)구조일 때에 대한 O(|V|log|V|) 계산 복잡도를 갖는 최적 알고리듬을 제시한다.

• Information and Communications Magazine
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• v.24 no.5
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• pp.7-14
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• 2007

Mobile WiMAX의 도입으로 광대역 무선 이동통신 시스템에 대한 관심이 커지고 있는 상황이다. 이러한 Mobile WiMAX 시스템의 커버리지 확대등을 통한 시스템의 도입의 활성화등을 목적으로 IEEE802.16에서는 Relay Task Group을 만들어 모바일 와이맥스의 릴레이 확장을 도모하고 있다. 본 고에서는 Relay Task Group의 생성 및 현재까지의 논의되어서 포함된 PHY및 MAC 계층에서의 기술내용과 표준화 현황에 대해서 상세히 살펴보고자 한다.