• 제목/요약/키워드: English level

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Korean Text to Gloss: Self-Supervised Learning approach

  • Thanh-Vu Dang;Gwang-hyun Yu;Ji-yong Kim;Young-hwan Park;Chil-woo Lee;Jin-Young Kim
    • 스마트미디어저널
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    • 제12권1호
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    • pp.32-46
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    • 2023
  • Natural Language Processing (NLP) has grown tremendously in recent years. Typically, bilingual, and multilingual translation models have been deployed widely in machine translation and gained vast attention from the research community. On the contrary, few studies have focused on translating between spoken and sign languages, especially non-English languages. Prior works on Sign Language Translation (SLT) have shown that a mid-level sign gloss representation enhances translation performance. Therefore, this study presents a new large-scale Korean sign language dataset, the Museum-Commentary Korean Sign Gloss (MCKSG) dataset, including 3828 pairs of Korean sentences and their corresponding sign glosses used in Museum-Commentary contexts. In addition, we propose a translation framework based on self-supervised learning, where the pretext task is a text-to-text from a Korean sentence to its back-translation versions, then the pre-trained network will be fine-tuned on the MCKSG dataset. Using self-supervised learning help to overcome the drawback of a shortage of sign language data. Through experimental results, our proposed model outperforms a baseline BERT model by 6.22%.

An Analysis of Structural Features, Contents, and Cognitive Levels of Questions of Korea and Secondary Textbooks in the Evolution Unit

  • Park, Sung-Il;Kang, Nam-Ha
    • 한국과학교육학회지
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    • 제28권7호
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    • pp.697-712
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    • 2008
  • The purpose of this study was to seek strengths and weaknesses from analyzing Korea and U.S. science textbooks in terms of general structural features, contents, cognitive levels of questions and the purpose of questions used in science textbooks. This provided insight into improvement of textbooks that can effectively assist teaching and learning. To investigate organization of unit in textbooks in-depth, the evolution unit was selected and scrutinized as one example. The results showed that the number of pages, activities, vocabulary words, and vocabulary lists are considerably different between Korean and the U.S. Commonly, U.S. textbooks were more laden with information and lacking in coherence than those of the Korean textbooks. The findings on the cognitive levels of questions showed that the majority of questions in both nations are concerned with knowledge. However, the difference between the two nations is great in the ratios of analysis, synthesis, and evaluation questions. Questions are concentrated in review section (45% of Korean and 60.6% of U.S.) in textbooks. It suggested that well-planned questions in a review section can provide the basic guidance for strength in a science classroom.

Tyrosine Kinase 억제제와의 약물 상호작용이 약물 혈중농도 변화에 따라 부작용 발생에 미치는 영향: 메타분석 연구 (The Impact of Drug Interactions with Tyrosine Kinase Inhibitors on Adverse Event Development based on the changes of drug concentration level: Meta-analysis)

  • 황진아;이희영
    • 한국임상약학회지
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    • 제34권1호
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    • pp.71-78
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    • 2024
  • Background: Oral cancer drugs, particularly tyrosine kinase inhibitors (TKIs), are increasingly popular due to their convenience. However, they pose challenges like drug interactions, especially with medications like azole antifungals. While the FDA provides some guidance, more detailed information is needed to manage these interactions effectively. A meta-analysis was conducted to understand the impact of interactions between TKIs and azole antifungals on adverse events during clinical studies. Methods: A meta-analysis followed PRISMA guidelines. Data from PubMed, EMBASE, and references were searched until November 30, 2021. Inclusion criteria encompassed studies on TKI-antifungal interactions in English. Study selection and quality assessment were conducted by two independent investigators. Results: Out of 158 articles, 11 were selected for analysis. Combination therapy showed a slight increase in adverse events but was not statistically significant (OR 1.02, 95% CI 0.49-2.13, p=0.95). AUC and Cmax fold changes did not significantly impact adverse event development. Both itraconazole and ketoconazole showed no significant difference in adverse event development compared to TKI alone. Conclusions: Study finds TKI-DDI not significantly linked to AE increase; azole antifungal types not related to AE. Future DDI research crucial for drug development.

Does the polarity of radial head arthroplasty affect functional outcomes? A systematic review and meta-analysis

  • Kofi Agyeman;Arya Minaie;Seth D. Dodds
    • Clinics in Shoulder and Elbow
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    • 제27권2호
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    • pp.141-148
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    • 2024
  • Background: Radial head arthroplasty allows a high degree of customizability, and implant polarity has emerged as an important variable. The purpose of this meta-analysis was to evaluate differences in functional and clinical outcomes between patients receiving monopolar and bipolar radial head prosthetic implants. Methods: A systematic review and meta-analysis were employed, and 65 articles were identified in three databases. Twelve articles contained non-English or insufficient text and were consequently excluded, and 20 others did not contain sufficient data or follow-up. The remaining 33 articles were qualitatively and quantitatively reviewed. Results: In total, 33 populations were identified, with 809 unduplicated patients: 565 with monopolar and 244 with bipolar implants. In these respective patients, the mean follow-up was 40.2 and 56.9 months. Average Mayo Elbow Performance Score were 86.7 and 87.4 (P=0.80), respectively; average Disability of the Arm, Shoulder, and Hand scores were 17.9 and 14.7 (P=0.47), and average final flexion/extension arcs were 119.4° and 118.7° (P=0.48). Revision rates were 4.07% and 6.56%, while complication rates were 19.65% and 20.08% in the respective monopolar and bipolar patients. These increased relative risks associated with bipolar implants were not significant. Conclusions: Radial head implant polarity does not appear to affect functional outcomes. While bipolar prosthetic design may increase the risks of revision and complications, the increases were not significant. Level of evidence: IV.

A Systematic Review of the Economic Evaluation of Telemedicine in Japan

  • Akiyama, Miki;Yoo, Byung-Kwang
    • Journal of Preventive Medicine and Public Health
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    • 제49권4호
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    • pp.183-196
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    • 2016
  • Objectives: There is no systematic review on economic evaluations of telemedicine in Japan, despite over 1000 trials implemented. Our systematic review aims to examine whether Japan's telemedicine is cost-saving or cost-effective, examine the methodological rigorousness of the economic evaluations, and discuss future studies needed to improve telemedicine's financial sustainability. Methods: We searched five databases, including two Japanese databases, to find peer-reviewed articles published between January 1, 2000 and December 31, 2014 in English and Japanese that performed economic evaluations of Japan's telemedicine programs. The methodological rigorousness of the economic analyses was assessed with a well-established checklist. We calculated the benefit-to-cost ratio (BCR) when a reviewed study reported related data but did not report the BCR. All cost values were adjusted to 2014 US dollars. Results: Among the 17 articles identified, six studies reported on settings connecting physicians for specialist consultations, and eleven studies on settings connecting healthcare providers and patients at home. There are three cost-benefit analyses and three cost-minimization analyses. The remaining studies measured the benefit of telemedicine only, using medical expenditure saved or users' willingness-to-pay. There was substantial diversity in the methodological rigorousness. Studies on teledermatology and teleradiology indicated a favorable level of economic efficiency. Studies on telehomecare gave mixed results. One cost-benefit analysis on telehomecare indicated a low economic efficiency, partly due to public subsidy rules, e.g., a too short budget period. Conclusions: Overall, telemedicine programs in Japan were indicated to have a favorable level of economic efficiency. However, the scarcity of the economic literature indicates the need for further rigorous economic evaluation studies.

파닉스 적용 사례로 본 게임 요소 가변 시스템 (Application of Variant Game Elements System for Phonics Education)

  • 서은혜;경병표;유석호;이완복
    • 한국게임학회 논문지
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    • 제10권2호
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    • pp.113-121
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    • 2010
  • 본 연구에서는 기존 교육용 시스템의 단방향성, 학습자 수준의 고려 부족 등의 단점에 대한 대안으로 휴대 인터넷 환경에 적합한 교육용 게임 시스템을 제안하였다. 기존 이러닝 콘텐츠와 플랫폼에 대해 분석해 보았으며 재사용성과 학습자 맞춤형 서비스에 부합되는 형태로 시스템을 설계하였다. 애니메이션 및 게임으로 구성되는 학습 콘텐츠는 학습자의 수준에 맞추어 가변적으로 제공되도록 할 수 있으며 학습자는 정해진 패턴이 아닌 변형된 요소들로 구성된 게임을 사용하여 교육효과가 증대될 수 있다. 본 시스템의 효용성을 보이기 위해, 영어 발음 학습법인 파닉스 교육법을 적용한 교육 게임을 예제로 제작하여 소개하였다. 그 결과 기존 이러닝의 단점을 보안할 수 있었으며 휴대 인터넷 환경의 장점인 쌍방향성을 활용하여 더욱 효과적인 교육용 게임 시스템을 구축할 수 있었다.

항암화학요법 유발 백혈구감소증에 대한 한약치료의 효과 : 체계적 고찰 및 메타분석(2007-2017) (Clinical Effectiveness of Traditional Herbal Medicine in the Treatment of Chemotherapy-induced Leukopenia: A Systematic Review and Meta-analysis of Randomized Clinical Trials)

  • 김민서;정유진;홍상훈
    • 대한한방내과학회지
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    • 제39권4호
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    • pp.520-549
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    • 2018
  • Objectives: We performed a systematic review and meta-analysis to explore the recent clinical research trends regarding the effects of traditional herbal medicine (THM) on chemotherapy-induced leukopenia. Methods: Randomized controlled trials that verified effects of herbal medicine treating chemotherapy induced leukopenia were included in the study. A literature search was performed in the English, Chinese, and Korean databases for papers published from January 1, 2007, to September 1, 2017. The selected literature was assessed by Cochrane's Risk of Bias (RoB). Results: Forty-two of 232 randomized controlled trials met the inclusion criteria. The most commonly used herbal prescriptions called '升白湯 (shengbai decoction)' which means elevating the numbers of White blood cells (WBCs). And the mostly included herbs such as Astragali Radix, Angelicae Gigantis Radix, Atractylodis Rhizoma Alba, Codonopsis Pilosulae, Glycyrrhizae Radix, Ligustri Lucidi Fructus are commonly used to elevate qi, blood and yin. The count of WBC in peripheral blood, the level of leukopenia presented in WHO (World Health Organization), and clinical symptoms were used to evaluate the treatments. The effective rate was 68.6-98.18% and the effectiveness was significantly higher in the intervention group than in the control group in 38 articles (p<0.05). No serious adverse events were reported. Only five articles (5/42, 11.9%) were rated as having adequate methodological quality with a low level of bias. Conclusion: Some traditional herbal medicines may be effective as therapeutic treatments for chemotherapy-induced leukopenia, but the majority of reviewed studies were of poor quality. The present findings need to be confirmed by rigorously conducted high-quality trials, including pharmacokinetic studies, to confirm the absence of interactions between traditional herbal medicine agents and chemotherapy.

산술과 대수 영역의 문장제 문제해결 전략에 대한 초등 예비교사의 내용지식 연구 (The Study on Elementary Preservice Teachers' Content Knowledge in Arithmetic and Algebra Word Problems Solving Strategy)

  • 이종학
    • 한국콘텐츠학회논문지
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    • 제14권12호
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    • pp.1083-1099
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    • 2014
  • 본 연구의 목적은 통계적 방법을 활용해 산술과 대수 영역에서 초등 예비교사들의 문장제 문제해결 능력과 그들이 선호하는 전략, 그리고 평가 능력을 알아보는 것이다. 연구의 결과, 첫째, 초등 예비교사들은 대수의 문장제 문제해결에서 뿐만 아니라 산술 문항에서도 논리적이고 절차적인 대수적 문제해결 행태를 보였지만, 산술문항에서 선호하는 문제해결 전략은 식세우기 전략과 표만들기 전략이었다. 둘째, 수학교육과 영어교육을 심화 전공하는 초등 예비교사들의 평가 점수는 유의수준 ${\alpha}=0.05$에서 유의미한 차이가 나타났지만, 1학년과 4학년 초등 예비교사 집단의 평가 점수는 유의수준 ${\alpha}=0.05$에서 유의미한 차이가 나타나지 않았다. 이 결과는 초등 예비교사들의 문장제 문제해결, 적합한 전략의 선택, 평가에서 단계별 향상을 위한 산술과 대수 영역의 정교하고 구조화된 예비교사교육이 필요함을 시사한다.

Effects on the Use of Two Textbooks for Four Types of Classes in a South Korean University

  • Ramos, Ian Done D.
    • International Journal of Advanced Culture Technology
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    • 제1권2호
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    • pp.24-32
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    • 2013
  • This paper determined students' ranks of difficulty on the use of materials in terms of 1) understanding the layout of the learning materials, 2) reading comprehension of the learning materials, and 3) realization on relevance to needs of the learning materials. It also determined students' 4) rank and frequency of attitude on the materials. With the data gathered through 128 survey questionnaires, 7 focused group discussions, and 10 interviews, the results were found out that there was an inappropriate assessment procedure set by this particular university. The researcher concludes that: 1) design of four types of classes by just using the two textbooks with their respective workbooks is grammar-based with limited conversation activities; 2) placement for these students in one big class size was implemented without considering their common interest and motivation and language levels; and, 3) qualification of teachers teaching these EFL students did not support students' real needs and the language program itself. Content professors who were made to teach may have the ability to input learning, but their teaching styles may differ from the ones who are real English teachers. This paper then recommends that teachers and school administration should have an appropriate placement exam before students attend the class, especially in a big class size. There could only be a few problems among students in one big class size when students' level of competence is proportioned. With this, topics and conversation activities can even be more flexible with the maneuver of art of questioning, various dimensions of thinking, strategic competence, learning attitude or behavior, etc. to ensure sustenance of communicative mode and level of interest and motivation in the classroom. Grammar-based instruction can only be taught when a need arises. Thus, the course description of each class will be able to transact the objectives ready for developing students' communication competence. Moreover, proper measurement can be utilized to validly assess the amount of students' learning and the progress of language curriculum design in terms of materials selection and teaching approach.

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Comparative Study on the Users' Awareness and Choice Patterns on the Healthcare Environment Color Index, Focused on Koreans and Romanians

  • Ardelean, Ioana;Oh, Jiyoung;Park, Heykyung
    • International Journal of Advanced Culture Technology
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    • 제8권3호
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    • pp.123-132
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    • 2020
  • In contemporary times, there is an increasing demand for a dedicated healthcare environment, all over the world. The main motivation for this demand is the level of awareness manifested by the users and reflected on their expectations. Therefore new research strategies and design actions are investigated in order to answer to the users' needs and to provide objective design tools for the specialist. This study continues a series of previous developments of the Healthcare Environment Color Index that should be used for public facilities in Korea and abroad. The cross-cultural approach is a new opportunity for exchanging know-how and for testing and calibrating the perception of the users on the color index. The gathering of results was made based on the online survey provided in this phase in English version for the Romanian users. The survey was intended as an objective mean of research and an efficient way of disseminating information on the subject thus contributing to increasing the level of awareness of the users. A total of 86 Romanian and 89 Koreans with valid answers took part in the survey. Comparative visualizations of the results showed significant similarities concerning the patterns of color preferences but also cultural and emotional differences. As a result both categories of users proved to be aware of the relation between healthcare environment color and its effects on health. They also showed a common understanding on the potential of the color index. As a result the most appealing colors to be applied to the healthcare environment were the series G and B, and the most effective ones were proved to be the ranges of high lightness and low saturation but also the medium high lightness and medium saturation. Both the similarities and the differences of choice between Romanians and Koreans show that cultural and emotional differences of color recognition are important and that should be taken into consideration in design, in order to generate an inclusive and efficient healthcare environment.