• 문화기술의 융합
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• 제7권1호
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• pp.582-587
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• 2021

도서 취향을 고려하여 도서를 추천해주는 도서 추천 시스템은 사용자의 독서 경험과 독서에 대한 인식 개선에 효과적이다. 축적된 사용자 평점 기록이 상대적으로 적은 도서의 경우 추천 정확도에 한계가 나타난다. 본 연구에서는 상대적으로 풍부한 사용자 평점 데이터를 가진 영화 평점 정보를 이용하여 사용자에게 맞춤형 도서를 추천하는 추천 시스템을 제안한다. 제안하는 방법을 통해 도서 추천의 정확도를 높이고 보다 다양한 종류의 추천을 수행하는데 효과적임을 보였다. 영화 평점 데이터를 활용한 도서추천 시스템은 도서 분야 외 타 미디어 플랫폼의 데이터를 도서추천에 활용하는 의미 있는 시도가 될 것으로 예상한다.

• 한국보육지원학회지
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• 제9권6호
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• pp.243-265
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• 2013

본 연구는 개별적으로 환상그림책을 읽어주는 동안 그림책에 대한 반응의 주체자인 유아가 그림책의 등장인물에 대해 어떻게 반응하고 있는지를 유아들의 질문과 코멘트에 대한 분석을 통해 알아보고자 하는데 목적이 있다. 연구 대상은 만 5세 유아 54명이며, 연구 도구로는 환상그림책 9권이 사용되었다. 분석 내용은 환상그림책의 등장인물에 대한 유아들의 질문과 코멘트의 빈도 및 각각의 반응유형, 등장인물에 대한 선호 근거를 분석한 것이다. 분석 결과, 첫째, 환상그림책의 등장인물에 대해 유아들은 질문하기 보다는 코멘트 하는 빈도가 3배 이상 높은 것으로 나타났다. 둘째, 환상그림책의 등장인물에 대해 유아들은 '평가적 질문'을 가장 많이 하였고, 다음이 '상상적 질문'을 많이 한 것으로 나타났다. 이 두 가지 질문 유형에 비해 '몰입적 질문'과 '개인적 질문' 빈도는 매우 낮았다. 셋째, 환상그림책의 등장인물에 대해 유아들은 '평가적 코멘트'를 가장 많이 하였고, 다음이 '상상적 코멘트', '몰입적 코멘트', '개인적 코멘트' 순으로 나타났다. 넷째, 환상그림책의 등장인물 선호 근거로 '등장인물의 외형'을 제시한 경우가 가장 많았고, 다음이 '등장인물에 대한 주관적 느낌', '등장인물의 역할', '등장인물의 특성'의 순으로 나타났으며, '등장인물의 성'을 제시한 경우는 한 명 밖에 없었다. 이와 같은 연구 결과는 향후 유아교육현장 교사들의 그림책 읽어주기 전략의 계획 실행과 그림책에 대한 유아들의 반응 증진을 위한 전략 연구에 도움을 제공할 수 있을 것이다.

• 유통과학연구
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• 제14권3호
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• pp.85-91
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• 2016

Purpose - Prior research has suggested that consumers typically prefer to have a larger number of options. However, preference of assortment size may depend on how depleted resources in consumers' mind are. Reduced capacity for self-regulation by resource depletion makes people rely on more intuitive and less effortful decision processing. When they are mentally depleted, people are likely to focus on the choice difficulty from large assortment, which leads to preference for the small assortment when they make a decision. It could be an important question potentially how being in a depleted mode through effortful self-regulation will influence on the evaluation of assortment size. To answer this questioner, we hypothesized that being engaged in self-regulation, as compared with not being engaged in self-regulation, will influence on the evaluation of product assortment size such as attractiveness, difficulty of choice, and anticipated regret. Research design, data, and methodology - In this study, we first manipulated self-regulatory resource availability using a self-regulation task (i.e., instructing participants to solve Sudoku puzzle vs. to solve diagram cube by filling any diagrams that they prefer into cube instead of number) and asked to indicate the difficulty of the tasks available to them ("How much difficulty did you feel when you complete the task?") Next, participants were asked to imagine that they were planning to buy a laptop at one of the two stores (small assortment: 6 options vs. large assortment: 30 options), both offering good quality of products. After reading the product descriptions, participants were instructed to consider all the information and choose a store that they would like to shop. Finally we measured the choice difficulty, evaluation of product assortments, and anticipated regret on a 7-point scale. We conducted two-way ANOVA in testing the main hypothesis that depleted consumers will show poorer subsequent self-control than non-depleted consumers when they make a decision in large assortment. Results - Compared with non-depleted participants, depleted participants showed the bigger difference from the degree of choice difficulty and product attractiveness between large and small assortments, but the result revealed only a significant interaction effect of resource depletion and assortment size on choice difficulty. Also depleted participants showed the smaller difference from the degree of anticipated regret between large and small assortments than non-depleted participants. Conclusion - Depleted individuals by a prior task are relatively effortless and intuitive form of choosing products so that they try to avoid making effortful trade-offs among choice difficulty such as large assortment, compare with non-depleted individuals. However, for anticipated regret, non-depleted individuals in small assortment anticipate more regret by excluding or at least restricting the possibility of buying attractive items or another kind of potential items than depleted individuals, regardless less choice difficulty in small option. To sum up, it is important to note that individuals are influenced by self-regulatory resources and their self-regulatory conditions contribute to the overall positive or negative impact of product assortment on choice.

• 한국ITS학회 논문지
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• 제9권2호
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• pp.1-11
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• 2010

본 연구에서는 연속류 도로상에서 교통사고 발생가능성이 높은 교통상황 시 제공할 수 있는 경고정보 메시지를 제작하고, 다목적 의사결정방법을 통하여 최적 경고정보메시지를 선택하는 방법을 제시하였다. 최적 경고정보 메시지 선택을 위해 11가지의 시나리오를 메시지 구성요소에 따라 3가지 방식(텍스트 / 텍스트+픽토그램 / 픽토그램)을 적용하여 총 33개의 경고정보 메시지를 제작하였다. 운전자의 안전운전을 효과적으로 유도하기 위한 메시지의 평가를 위해 인지도, 선호도 및 판독시간의 세 가지 항목을 제시하였다. 평가항목을 측정하기 위해 중부내륙고속도로에 있는 시험도로에서 PVMS(Portable Variable Message Sign)를 이용하여 각 메시지에 대한 현장실험을 수행하였다. 체계적인 평가를 위해 세 가지 평가항목을 고려한 다기준 가치함수를 정립하였다. AHP(Analytic Hierarchy Process)기법을 이용하여 전문가 의사를 반영한 각 항목의 가중치를 산출하고 평가항목을 결합하여 가치함수를 완성하였다. 이를 이용하여 제작된 메시지의 가치를 평가하고 우선순위를 도출하였다. 본 연구에서 제안한 방법론은 다양한 목적을 고려한 의사결정을 효과적으로 수행하는데 활용될 수 있다. 특히 교통안전 및 소통상황에 대한 실시간 교통정보 메시지 설계 시 유용한 도구가 될 것으로 기대된다.

• 한국미생물생명공학회:학술대회논문집
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• 한국미생물생명공학회 2000년도 Proceedings of 2000 KSAM International Symposium and Spring Meeting
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• pp.157-167
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• 2000

A thermostable chitosanase gene from the isolated strain, Bacillus sp. CK4, was cloned, and its complete DNA sequence was determined. The thermostable chitosanase gene was composed of an 822-bp open reading frame which encodes a protein of 242 amino acids and a signal peptide corresponding to a 30 kDa enzyme in size. The deduced amino acid sequence of the chitosanase from Bacillus sp. CK4 exhibits 76.6%, 15.3%, and 14.2% similarities to those from Bacillus subtilis, Bacillus ehemensis, and Bacillus circulans, respectively. C-terminal homology analysis shows that Bacillus sp. CK4 belongs to the Cluster III group with Bacillus subtilis. The size of the gene was similar to that of a mesophile, Bacillus subtilis showing a higher preference for codons ending in G or C. The functional importance of a conserved region in a novel chitosanase from Bacillus sp. CK4 was investigated. Each of the three carboxylic amino acid residues were changed to E50D/Q, E62D/Q, and D66N/E by site-directed mutagenesis. The D66N/E mutants enzymes had remarkably decreased kinetic parameters such as $V_{max}$ and k$\sub$cat/, indicating that the Asp-66 residue was essential for catalysis. The thermostable chitosanase contains three cysteine residues at position 49, 72, and 211. Titration of the Cys residues with DTNB showed that none of them were involved in disulfide bond. The C49S and C72S mutant enzymes were as stable to thermal inactivation and denaturating agents as the wild-type enzyme. However the half-life of the C211S mutant enzyme was less than 60 min at 80$^{\circ}C$, while that of the wild type enzyme was about 90 min. Moreover, the residual activity of C211S was substantially decreased by 8 M urea, and fully lost catalytic activity by 40% ethanol. These results show that the substitution of Cys with Ser at position 211 seems to affect the conformational stability of the chitosanase.

• 한국도서관정보학회지
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• 제48권2호
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• pp.215-236
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• 2017

이 연구의 목적은 개인별 성향이나 성격 유형에 따라 선호하는 도서에 차이가 있음을 전제로, 어린이 청소년을 위한 추천도서의 책소개 정보를 활용하여 개인별 성격유형에 적합한 도서를 합리적으로 추천할 수 있는 서평 자동분류시스템을 개발하는 것이다. 연구에서 사용한 데이터는 국립어린이청소년도서관에서 제공하는 501권의 유아 및 아동도서를 대상으로 하였다. 실험에 활용된 2가지 기계학습 모델(비선형 커널 및 선형 커널) 각각에 대해서 총 6가지의 색인어 가중치 계산 방법과 자질 선택 방법, 그리고 10가지의 자질 선정 임계치 조합으로 구성된 360개의 분류 모델들을 구성하고 각각의 성능을 측정하였다. 전체적으로는 선형 커널을 이용한 SVM 기반 학습 방법(LIBLINEAR)이 비선형 분류를 지원하는 LibSVM(RBF 커널) 모델보다 더 나은 성능을 보이는 것으로 나타났다. 다만 성능 측정 결과는 뉴스 기사나 논문을 대상으로 한 문헌 분류 성능에 비해서 낮은 것으로 나타났으나, 합리적인 분류 기준이 존재하는 뉴스기사나 주제 분류에 비해서 성격 유형 기반 분류는 그 난이도가 높다는 것을 감안할 때, 초기 실험 결과로서의 의미는 있다.

• 한국식품조리과학회지
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• 제27권1호
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• pp.75-84
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• 2011

The aim of this study was to develop a convenient brown sauce product with long shelf life that has similar taste and quality characteristics with sauce used in restaurants. Response surface analysis was carried out to optimize brown sauce. Extracted brown sauce powder was subjected to hot air drying, infrared drying, freeze drying, and spray drying to determine the appropriate drying method for brown sauce manufacturing. The optimum extraction conditions were set by superimposing and reading each reaction surface that satisfied all of the sensory characteristics such as color, smell, taste, concentration, and overall preference level in order to set the optimum conditions for brown sauce production. The optimum extraction conditions for brown sauce were determined to be heating time 30 min, gelatin addition quantity 9.00%, and tomato paste addition quantity 11.25%. Reliability test showed a similar value to the predicted scope when compared to the experimental value obtained under the same conditions as the predicted value according to RSM (response surface methodology), enabling verification of the derived regression formula. Product powder of ideal brown sauce by heating, infrared radiation, freezing, and spray drying and investigate result for functional tests of color, flavor, taste, viscosity, overall acceptability and show highly acceptability on powder by infrared rays and freeze-drying methods. Especially, infrared radiation method resulted in favorable color and flavor values while freeze-drying method produced good taste and viscosity values and high overall acceptability. Therefore, infrared radiation drying method and freeze-drying method to product powder.

• Journal of Microbiology and Biotechnology
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• 제17권4호
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• pp.604-610
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• 2007

A psychrotrophic strain 7195 showing extracellular lipolytic activity towards tributyrin was isolated from deep-sea sediment of Prydz Bay and identified as a Psychrobacter species. By screening a genomic DNA library of Psychrobacter sp. 7195, an open reading frame of 954 bp coding for a lipase gene, lipA1, was identified, cloned, and sequenced. The deduced LipA1 consisted of 317 amino acids with a molecular mass of 35,210 kDa. It had one consensus motif, G-N-S-M-G (GXSXG), containing the putative active-site serine, which was conserved in other cold-adapted lipolytic enzymes. The recombinant LipA1 was purified by column chromatography with DEAE Sepharose CL-4B, and Sephadex G-75, and preparative polyacrylamide gel electrophoresis, in sequence. The purified enzyme showed highest activity at $30^{\circ}C$, and was unstable at temperatures higher than $30^{\circ}C$, indicating that it was a typical cold-adapted enzyme. The optimal pH for activity was 9.0, and the enzyme was stable between pH 7.0-10.0 after 24h incubation at $4^{\circ}C$. The addition of $Ca^{2+}\;and\;Mg^{2+}$ enhanced the enzyme activity of LipA1, whereas the $Cd^{2+},\;Zn^{2+},\;CO^{2+},\;Fe^{3+},\;Hg^{2+},\;Fe^{2+},\;Rb^{2+}$, and EDTA strongly inhibited the activity. The LipA1 was activated by various detergents, such as Triton X-100, Tween 80, Tween 40, Span 60, Span 40, CHAPS, and SDS, and showed better resistance towards them. Substrate specificity analysis showed that there was a preference for trimyristin and p-nitrophenyl myristate $(C_{14}\;acyl\; groups)$.

• 한국의류학회지
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• 제32권8호
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• pp.1190-1201
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• 2008

The objective of this study is to compare and analyze middle and high school boys' and girls' uniform wearing conditions. The survey was conducted online and data were obtained from 907 middle and high school boys and girls. The results of this study are as follows. First, most boys and girls did not know their body sizes other than their height and weight. Second, when purchasing the school uniforms, over 70% of the boys and girls chose to try on the uniforms before their purchase and over 60% of the boys and girls had trouble selecting their sizes just by reading the labels. Third, both boys and girls considered the fit as the most important factor. When purchasing jackets, both middle and high school boys considered the shoulder width as most important. Middle school girls considered the jacket and sleeve length as most important, whereas high school girls considered the shoulder width, waist, and bust as most important. When purchasing skirts or slacks, waist girth was considered as most important. Fourth, boys repurchased more school uniforms than girls. Boys have outgrown their uniforms usually in the length categories, whereas girls have outgrown in the girth categories. Fifth, more girls(72.7%) modified their uniforms than the boys(56.8%). Boys usually bought bigger uniforms, modified them to fit and when they grow out of their uniforms they planned to modify their uniforms again whereas girls modified their uniforms to follow the trend. Sixth, the online shopping mall survey has revealed that both boys and girls liked the idea of 3D model that reflect their own body shapes, but they had low preference to purchase school uniforms online. Online purchase has been more attractive to the boys than to the girls, while the way of fashioning uniforms has been more attractive to the girls than to the boys.

• 영어어문교육
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• 제15권2호
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• pp.225-243
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• 2009

This study investigates the use of different speech act of apology strategies between male and female EFL college students by comparing the components of intensity, stylistic competence, and semantic formulas. The data was collected from 37 participants who were studying freshmen English reading course at the Department of English Education of C University in Seoul. Most students were English majors taking pre-teacher course of teaching English for secondary school students. The participants were divided into two gender groups of male and female. The discourse completion test (DCT) which was revised from the speech act of apology by Olshtain and Cohen (1990) was provided with the participants after the researcher explained the speech act of apology in ten situations. The speech act of apology depends on situation variables: social solidarity, severity of offense, and social status. The results show that in the preference of intensity, male and female have almost the similar ratio in high (female: 24.7%, male 24%) and low intensity (female: 75.3%, male: 76%). In the use of stylistic competence, male group (21%) expresses more diversely formal features than female group (12%), while female (87%) use more informal features than male (66%). Most of participants show a limitation in the use of speaking four types of semantic formulas: expression of apology (APOL), acknowledgment of responsibility (RESP), offer of repair (REPR), and promise of forbearance (FORB). As nonnative speakers, the participants cannot conduct the semantic formula in some situations regardless of the tasks provided. The results suggest that English teachers should recognize pragmatic variations in which students feel difficulty in appropriate speaking strategies on apology. This study also contributes to teaching learners the strategies and speaking patterns in the course of various apology situations.