• 한국자기학회지
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• 제19권3호
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• pp.81-84
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• 2009

상관효과 U가 전자구조와 자성에 미치는 영향을 검토하기 위하여 대표적 자성물질인 철의 덩어리, 단층 및 사슬 구조에 대해 연구하였다. 이를 위하여 U = 3 eV로 택하여, 총 퍼텐셜 보강 평면파동 에너지 띠 방법을 이용하여 LDA+U 및 GGA+U 근사 하에 전자구조 계산을 수행하였다. 비교를 위하여 LDA 및 GGA를 이용한 계산도 수행하였다. 그 결과 U의 효과를 포함시켰을 때 덩어리 철의 경우 자기모멘트가 $0.3{\mu}_B$ 증가하여 실험값이나 LDA 및 GGA 계산에 비해 과다하게 계산되는 것으로 나타났으나, 단층이나 사슬의 경우는 그렇게 큰 차이를 보이지 않았다. 이로부터 전자구조 계산 시대상 계에 따라 U의 효과를 적절히 고려하여야 함을 알았다.

• Journal of Magnetics
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• 제10권2호
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• pp.71-75
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• 2005

An effective method, i.e., the solid atom method, is suggested to obtain the Coulomb interaction parameter, U, and the Hund exchange coupling constant, J, for use in the LDA+U calculation. The par~meters are obtained self-consistently during the LDA+U calculation. The method is applied to typical transition metal oxides and $MnB^{VI}(B^{VI}=S,Se,Te)$. The U values for the transition metal oxides have similar magnitude to previous calculations although they are obtained by a much simpler method. $MnB^{VI}s$ have been characterized as crossroads materials between charge transfer and band insulators by the LDA+U calculation.

• 한국자기학회지
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• 제16권2호
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• pp.115-120
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• 2006

자기구조가 복잡한 것으로 알려져 있는 $Cr_2Te_3$의 전자구조와 자기구조를 이론적 방법으로 연구하였다. LDA+U 방법에 의해 Cr-d 전자의 상관효과를 고려해서 계산하면 전자의 상태밀도와 자기모멘트가 국소밀도근사(LDA)에 의한 것보다 실험과 더 잘 일치하는 것을 보였다. 이 과정에서 $Cr_2Te_3$에서 Cr-d 전자의 상관효과의 크기 U=1.7 eV를 구했다. $Cr_2Te_3$의 강자성 상태와 준강자성 상태의 에너지가 같아서 축퇴된다면 실험에서 알려진 Cr의 자기모멘트를 설명할 수 있음을 보였다.

• 대한전자공학회논문지SP
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• 제42권4호
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• pp.79-86
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• 2005

본 논문에서는 실시간 얼굴인식 시스템을 위한 새로운 LINF(Linear Independent Non-negative Factorization) 알고리즘을 제안한다. 시스템은 크게 얼굴추출 부분과 얼굴인식 부분으로 구성 되어 있으며, 얼굴추출 부분에는 차영상, 눈과 입의 영역 검출 그리고 정규화 방법을 사용하였고, 얼굴인식 부분에는 추출된 얼굴 후보 영역 영상에 LINF 를 적용하였다. 기존의 PCA(Principal Component Analysis)만을 사용한 인식시스템은 낮은 인식률을 보였으며, LDA(Linear Discriminants Analysis)만을 사용한 인식시스템에서는 학습데이터의 수에 비하여 영상의 화소 개수가 많은 경우 LDA를 그대로 적용하기 곤란하였다. 이러한 단점을 극복하기 위하여, 본 논문에서 제안하는 시스템은 기존의 고유얼굴과 달리 비음수 값을 갖는 행렬로 차원을 축소하여 LDA를 적용하였다. 제안한 시스템의 성능을 평가하기 위하여 자체 제작한 DAUface 데이터베이스와 영국 Cambridge 에 있는 AT&T 연구소에서 제공하는 ORL 데이터베이스를 가지고 실험을 하였다. 실험 결과, 제안된 방법이 PCA 방법과 LDA 방법, ICA(Independent Component Analysis) 방법, 그리고 PLMA(PCA-based LDA mixture algorithm)에 비해 인식률이 상당히 우수함을 알 수 있었다.

• Progress in Superconductivity
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• 제12권1호
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• pp.46-50
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• 2010

In the superconducting $Sr_2VO_3FeAs$, containing bimetallic layers, with maximum $T_c{\approx}\;46\;K$ correlation effects on V ions have been investigated using LDA+U method. Within the local density approximation (LDA) this system has the one-third filled $t_{2g}$ manifold of V, decomposed into $d_{xy}$ of bandwidth W=2 eV and nearly degenerate $d_{zx}d_{yz}$ of W=1 eV. Consideration of correlation effects leads to a metal-insulator transition on V ions $t^{2\uparrow}_{2g}\;{\rightarrow}\;d^{1\uparrow}_{xz}\;d^{1\uparrow}_{yz}$ at the critical on-site Coulomb repulsion $U_c$= 3.5 eV. At U=4 eV, the electronic structure, in which V ions are insulating, leads to several van Hove singularities near $E_F$ and similar Fermiology with other pnictides. Applying U to V ions results in increasing Fe moment as well as V moment, indicating somewhat hybridization between Fe and V ions even though this system is strongly 2-dimesional. Our results show possible importance of correlation effects on this system.

• 한국재료학회:학술대회논문집
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• 한국재료학회 2007년도 추계학술발표대회 및
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• pp.25.1-25.1
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• 2007

• 한국IT서비스학회지
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• 제15권2호
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• pp.169-184
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• 2016

Smartphone use is rapidly spreading due to the advantage of being able to connect to the Internet anytime, anywhere--and mobile app development is developing accordingly. The characteristic of the mobile app market is the ability to launch one's app into foreign markets with ease as long as the platform is the same. However, a large amount of prior research asserts that consumers behave differently depending on their culture and, from this perspective, various studies comparing the differences between consumer behaviors in different countries exist. Accordingly, this research, which uses online product reviews (OPRs) in order to analyze the cultural differences in consumer behavior comparatively by nationality, proposes to compare the U.S. and South Korea by selecting ten apps which were released in both countries in order to perform a sentimental analysis on the basis of star ratings and, based on those ratings, to interpret the sentiments in reviews. This research was carried out to determine whether, on the basis of ratings analysis, analysis of review contents for sentiment differences, analysis of LDA topic modeling, and co-occurrence analysis, actual differences in online reviews in South Korea and the U.S. exist due to cultural differences. The results confirm that the sentiments of reviews for both countries appear to be more negative than those of star ratings. Furthermore, while no great differences in high-raking review topics between the U.S. and South Korea were revealed through topic modeling and co-occurrence analyses, numerous differences in sentiment appeared-confirming that Koreans evaluated the mobile apps' specialized functions, while Americans evaluated the mobile apps in their entirety. This research reveals that differences in sentiments regarding mobile app reviews due to cultural differences between Koreans and Americans can be seen through sentiment analysis and topic modeling, and, through co-occurrence analysis, that they were able to examine trends in review-writing for each country.

• 한국전기전자재료학회논문지
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• 제32권5호
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• pp.399-402
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• 2019

The electromagnetic properties of heavy fermion $CePd_2Si_2$ are investigated using density functional theory using the local density approximation (LDA) and LDA+U methods. The Ce f-bands are located near the Fermi energy and hybridized with the Pd-3d states. This hybridization plays an important role in generating the physical characteristics of this compound. The magnetic moment of $CePd_2Si_2$ calculated within the LDA scheme does not match with the experimental result because of the strong correlation interaction between the f orbitals. The calculation shows that the specific heat coefficient underestimates the experimental value by a factor of 5.98. This discrepancy is attributed to the formation of quasiparticles. The exchange interaction between the local f electrons and the conduction d electrons is the reason for the formation of quasiparticles. The exchange interaction is significant in $CePd_2Si_2$, which makes the quasiparticle mass increase. This enhances the specific heat coefficient.

• 융합보안논문지
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• 제22권2호
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• pp.67-75
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• 2022

COVID-19 대유행으로 인해 많은 기업에서 재택근무를 도입했다. 하지만 재택근무 도입으로 기업의 민감한 정보에 접근하려는 공격 시도가 증가했고, 보안위협에 대응하기 위해 많은 기업에서 클라우드 서비스를 이용하기 시작했다. 본 연구는 COVID-19 대유행 전후의 국내 클라우드 보안 동향의 변화를 분석하기 위해 '클라우드 보안' 키워드로 뉴스 데이터를 수집하여 LDA 토픽 모델링 기법을 사용했다. COVID-19 대유행 전에는 국내 클라우드 보안에 대한 관심이 낮아 추출한 토픽에서 대표성이나 연관성을 찾을 수 없었다. 다만, 현재 많은 연구가 이뤄지는 IT기술인 AI, IoT, 블록체인을 위해서는 높은 컴퓨팅 성능을 위해 클라우드의 도입이 필요하다는 것을 분석할 수 있었다. 반면, COVID-19 대유행 이후 추출된 토픽을 보면 국내에서 클라우드에 대한 관심이 증가했고, 이에 따라 클라우드 보안에 대한 관심이 향상된 것을 확인했다. 따라서 앞으로 계속 증가할 클라우스 서비스 사용량에 대비한 보안 대책을 수립해야 할 것이다.

• 한국어교육
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• 제29권1호
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• pp.1-23
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• 2018

This paper investigates how adult Mandarin- and English- speaking learners of Korean perceive Korean vowels, with focus on the effect of the first language (L1) and the second language (L2) acoustic relationship, as well as the influence of Korean language experience. For this study, native Mandarin and Canadian English speakers who have learned Korean as a foreign language, as well as a control group of native Korean speakers, participated in two experiments. Experiment 1 was designed to examine acoustic similarities between Korean and English vowels, as well as Korean and Mandarin vowels to predict which Korean vowels are relatively easy, or difficult for L2 learners to perceive. The linear discriminant analysis (Klecka, 1980) based on their L1-L2 acoustic similarity predicted that L2 Mandarin learners would have perceptual difficulty rankings for Korean vowels as follows: (the easiest) /i, a, e/ >> /ɨ, ʌ, o, u/ (most difficult), whereas L2 English learners would have perceptual difficulty rankings for Korean vowels as follows: (the easiest) /i, a, e, ɨ, ʌ/ >> /o, u/ (most difficult). The goal of Experiment 2 was to test how accurately L2 Mandarin and English learners perceive Korean vowels /ɨ, ʌ, o, u/ which are considered to be difficult for L2 learners. The results of a mixed-effects logistic model revealed that English listeners showed higher identification accuracy for Korean vowels than Mandarin listeners, indicating that having a larger L1 vowel inventory than the L2 facilitates L2 vowel perception. However, both groups have the same ranking of Korean vowel perceptual difficulty: ɨ > ʌ > u > o. This finding indicates that adult learners of Korean can perceive the new vowel /ɨ/, which does not exist in their L1, more accurately than the vowel /o/, which is acoustically similar to vowels in their L1, suggesting that L2 learners are more likely to establish additional phonetic categories for new vowels. In terms of the influence of experience with L2, it was found that identification accuracy increases as Korean language experience rises. In other words, the more experienced English and Mandarin learners of Korean are, the more likely they are to have better identification accuracy in Korean vowels than less experienced learners of Korean. Moreover, there is no interaction between L1 background and L2 experience, showing that identification accuracy of Korean vowels is higher as Korean language experience increases regardless of their L1 background. Overall, these findings of the two experiments demonstrated that acoustic similarity between L1 and L2 sounds using the LDA model can partially predict perceptual difficulty in L2 acquisition, indicating that other factors such as perceptual similarity between L1 and L2, the merge of Korean /o/ and /u/ may also influence their Korean vowel perception.