• Preventive Nutrition and Food Science
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• 제13권4호
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• pp.354-361
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• 2008

A novel bacterium isolated from Cheonggukjang was identified as a glutamate-dependent Bacillus subtilis HA with 98.3% similarity to Bacillus subtilis Z99104. Optimization of poly-$\gamma$-glutamic acid ($\gamma$-PGA) production by modulating fermentation factors including carbon sources, nitrogen sources, inorganic salts and fermentation time was investigated. Optimum culture broth for $\gamma$-PGA production consisted of 3% glutamate, 3% glucose and various salts, resulting in the PGA production of 22.5 g/L by shaking culture for 72 hr at $37^{\circ}C$. Average molecular weight of $\gamma$-PGA was determined to be 1,220 kDa through MALLS analysis. The $\gamma$-PGA solution showed a typical pseudoplastic flow behavior, and a great decrease in consistency below pH 6.0 regardless of the same molecular weight of $\gamma$-PGA. The molecular weights of isolated $\gamma$-PGA were drastically decreased by heat treatment in various acidic conditions, resulting in different hydrolysis of $\gamma$-PGA. The consistency of $\gamma$-PGA solution was greatly decreased with increase heating time in acidic conditions.

• 정보관리학회지
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• 제21권1호
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• pp.93-117
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• 2004

본 연구는 OPAC에서 계층 클러스터링을 응용하여 소장자료를 계층구조로 분류하여 열람하는데 사용될 수 있는 최적의 계층 클러스터링 모형을 찾기 위한 목적으로 수행되었다. 문헌정보학 분야 단행본과 학위논문으로 실험집단을 구축하여 다양한 색인기법(서명단어 자동색인과 통제어 통합색인)과 용어가중치 기법(절대빈도와 이진빈도), 유사도 계수(다이스, 자카드, 피어슨, 코싸인, 제곱 유클리드), 클러스터링 기법(집단간 평균연결, 집단내 평균연결, 완전연결)을 변수로 실험하였다. 연구결과 집단간 평균연결법과 제곱 유클리드 유사도를 제외하고 나머지 유사도 계수와 클러스터링 기법은 비교적 우수한 클러스터를 생성하였으나, 통제어 통합색인을 이진빈도로 가중치를 부여하여 완전연결법과 집단간 평균연결법으로 클러스터링 하였을 때 가장 좋은 클러스터가 생성되었다. 그러나 자카드 유사도 계수를 사용한 집단간 평균연결법이 십진구조와 더 유사하였다.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2003년도 ICCAS
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• pp.1986-1989
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• 2003

This paper proposes the information retrieval improvement for the Web using the structure and hyperlinks of HTML documents along with user profile. The method bases on the rationale that terms appearing in different structure of documents may have different significance in identifying the documents. The method partitions the occurrence of terms in a document collection into six classes according to the tags in which particular terms occurred (such as Title, H1-H6 and Anchor). We use genetic algorithm to determine class importance values and expand user query. We also use this value in similarity computation and update user profile. Then a genetic algorithm is used again to select some terms from user profile to expand the original query. Lastly, the search engine uses the expanded query for searching and the results of the search engine are scored by similarity values between each result and the user profile. Vector space model is used and the weighting schemes of traditional information retrieval were extended to include class importance values. The tested results show that precision is up to 81.5%.

• 설비공학논문집
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• 제23권9호
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• pp.620-626
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• 2011

The purpose of this study is to evaluate a simulation model of a stacking guidance system (SGS) with a roller guide applicable to the mobile harbor. The study used a small-scale model (1/20) made of wood with rollers in order to compare the dynamic analysis with experiment results. The law of similarity was applied for the validation of the scaled model. In order to construct a more realistic simulation model, the damping coefficient of the dynamic model was adjusted to 0.5 Ns/mm for the wood-to-wood contact condition based on the experimental results. Using this validated model, dynamic simulations were also carried out for containers of 20, 30, and 40 tons. The results showed that the reaction force of the roller guide was increased from 74.7 kN to 91.2 kN as the weight of container increased. For the design of a roller guide for SGS, the results obtained in this study can be used to reduce the reaction force by employing a rubber roller or a highly damped rotational joint.

• 한국컴퓨터산업학회논문지
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• 제3권9호
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• pp.1269-1278
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• 2002

정보화에 의한 지식사회가 점점 고도화 되어갈 수록 사람의 신체에 의한 개인 식별 기술이 많이 요구되고 있다. 지문인식이나 홍채인식 등의 생체인식은 이미 상용화되어 다양한 분야에 이용되고 있다. 사람의 얼굴을 이용한 인식이나 인증분야는 아직 충분한 성능이 나오지 않고 있다. 그러나 앞으로 생체인식이나 얼굴인식에 대한 응용은 점점 그 비중이 커질 것으로 예상된다. 본 논문에서는 얼굴을 각각의 개체단위로 분할한 후 각 개체의 비율적인 특징을 계산하고 특정 계산식에 가중치를 부여하며 분할된 눈과 입의 유사도 검색을 통해 유사성을 확인함으로써 사용자를 인식하는 시스템을 제안한다. 제안한 방법을 실험하고 그 결과의 분석을 통해 인식률이 높아짐을 알 수 있었다.

• 한국멀티미디어학회논문지
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• 제13권10호
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• pp.1453-1462
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• 2010

본 연구는 IPTV 환경에서 사용자의 취향에 맞는 VOD 프로그램을 추천할 수 있는 시스템을 새로이 제안하였다. 추천 알고리즘으로는 협업 필터링 기법을 사용하였다. 사용자의 프로그램 선호 취향을 나타내는 사용자 프로파일(user profile)은 사용자와 유사한 취향의 이웃 사용자들의 프로그램 선호도와 중분류 선호도 그리고 사용자 유사도를 감안하여 1주 단위로 갱신하였다. 제안 시스템의 성능평가를 위해 시청률 조사기관인 닐슨 리서치의 24주분 지상파 및 케이블 방송 시청 데이터를 IPTV 형식에 맞게 재구성하여 사용하였으며, 다양한 실험을 통해 그 실용성을 입증하였다. 실험결과 사용자 유사도 가중치를 사용하며, 그룹 크기가 5명 그리고 추천 프로그램 수가 5개 일 때 최적의 성능을 나타내었다.

• 한국수산과학회지
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• 제29권6호
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• pp.770-778
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• 1996

A rapid and economical method of simultaneous extraction of DNA and RNA from seaweeds has been developed by the use of lithium chloride. Lithium chloride facilitates the softening of cell walls resulting in a decrease in both compressive and tensile modulus of elasticity. The DNA was characterized by high molecular weight larger than 27 kb and a relative lack of carbohydrate and protein contamination. The DNA and RNA extracted by the method from many seaweeds were of sufficient quality to be used as a template for per amplification with a plant intergenic gene primer set, for RAPD analysis with arbitrary primers, and for differential display with arbitrary primers in the morphologically distinct regions of the matured Porphyra thallus. The cDNA polymorphism indicated that the reproductive tissue types (male, female, patch) had a relatively high degree of similarity; the vegetative tissue types (dividing, non-dividing) also showed a similar pattern with respect to each other. Holdfast tissue had very low similarity with the other tissues, but appeared most similar to vegetative non-dividing tissue type.

• 한국IT서비스학회지
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• 제18권4호
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• pp.135-149
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• 2019

Recently, there are many researches for extracting meaningful information from large amount of text data. Among various applications to extract information from text, topic modeling which express latent topics as a group of keywords is mainly used. Topic modeling presents several topic keywords by term/topic weight and the quality of those keywords are usually evaluated through coherence which implies the similarity of those keywords. However, the topic quality evaluation method based only on the similarity of keywords has its limitations because it is difficult to describe the content of a topic accurately enough with just a set of similar words. In this research, therefore, we propose topic keywords reorganizing method to improve the identifiability of topics. To reorganize topic keywords, each document first needs to be labeled with one representative topic which can be extracted from traditional topic modeling. After that, classification rules for classifying each document into a corresponding label are generated, and new topic keywords are extracted based on the classification rules. To evaluated the performance our method, we performed an experiment on 1,000 news articles. From the experiment, we confirmed that the keywords extracted from our proposed method have better identifiability than traditional topic keywords.

• 한국화재소방학회논문지
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• 제19권4호
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• pp.37-41
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• 2005

본 연구에서는 미분무수 소화시스템의 변압기에 대한 냉각성능을 기술한다. 재발화를 방지하기 위한 냉각성능은 변압기의 철심으로부터 절연유에 전달되어 축적된 열에너지를 효과적으로 소산시키는 것을 의미한다. 철심이 매우 무겁기 때문에 축소 규모의 변압기를 이용하여 실험을 수행하였고, 이 결과로부터 냉각시간을 결정하기 위하여 상사해석을 수행하였다. 해석 및 실험을 통한 상사법칙으로부터 재발화 방지를 위한 미분무수 소화시스템의 소화시간은 약 12시간으로 나타났다.

• 한국의류산업학회지
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• 제23권5호
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• pp.645-654
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• 2021

This study aimed to visually compare the implementation of digital virtual fabrics for stretch fabrics mainly used in clothing that closely touch the body, using CLO. A digital fabric was used in CLO after measuring the weight, thickness, bending, and tensile force of five adhering clothing fabrics using a CLO fabric kit. The visual similarity of draftability was compared by measuring the area of the bending angle and the shape of the wrinkles of the real and digital fabric. A comparison of the bending angles showed that Fabric A was -0.75° and Fabric D was -2.5°, showing slightly lower drape properties than the real fabric. Meanwhile, Fabric B was 2.75°, Fabric C was 2.13°, and Fabric E was 1.375°, showing slightly higher drape properties in the vertical direction than the real fabric. Comparing the widths of the drape shapes, Fabric A was 0.77%, Fabric B was 1.27%, Fabric C was 0.06%, and Fabric E was 1.48%, which showed a slight difference. Fabric D showed a difference of 3.17% and was implemented where the digital fabric spread a little wider. As a result, the stretch fabric was visually expressed similarly to the real fabric as a whole in CLO. For 3D virtual clothing technology to be used widely in the close clothing industry in the future, more research on real clothing is needed.