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A Method for Learning the Specialized Meaning of Terminology through Mixed Word Embedding (혼합 임베딩을 통한 전문 용어 의미 학습 방안)

  • Kim, Byung Tae;Kim, Nam Gyu
    • The Journal of Information Systems
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    • v.30 no.2
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    • pp.57-78
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    • 2021
  • Purpose In this study, first, we try to make embedding results that reflect the characteristics of both professional and general documents. In addition, when disparate documents are put together as learning materials for natural language processing, we try to propose a method that can measure the degree of reflection of the characteristics of individual domains in a quantitative way. Approach For this study, the Korean Supreme Court Precedent documents and Korean Wikipedia are selected as specialized documents and general documents respectively. After extracting the most similar word pairs and similarities of unique words observed only in the specialized documents, we observed how those values were changed in the process of embedding with general documents. Findings According to the measurement methods proposed in this study, it was confirmed that the degree of specificity of specialized documents was relaxed in the process of combining with general documents, and that the degree of dissolution could have a positive correlation with the size of general documents.

Antioxidant compounds and activities of pedicel and sepals from twelve varieties of colored cherry tomatoes

  • Kim, Yena;Shin, Youngjae;Kim, Young-Jun
    • Korean Journal of Food Science and Technology
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    • v.52 no.6
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    • pp.604-609
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    • 2020
  • This study analyzed the antioxidant contents and activities of the pedicel and sepals from 12 colored cherry tomatoes ('Green Joy', 'TY Item', 'Dotori Red TY', 'TY Sispen', 'KT Orange TY', 'White Joy TY', 'Dotori Norang TY', 'Beta Tiny', 'Blacklin', 'KT Red TY', 'KT Norang TY', 'Black Joy 200') for their potential use as bioactive ingredients. 'Green Joy' had a significantly higher content of total flavonoids (92.55±3.20 mg CE/100 g FW), total phenolics (261.94±8.32 mg GAE/100 g FW), and total antioxidant activity than the other varieties. The main polyphenols were rutin, chlorogenic acid, and methyl gallate. For all 12 samples, the total flavonoids content was highly correlated with the total phenolics content and the total antioxidant activities. Non-edible parts of cherry tomato have high potential as functional food materials because they contain similar or more antioxidants and antioxidant properties than the pulp of tomato and cherry tomato or other fruits.

Analyzing local perceptions toward the new nuclear research reactor in Thailand

  • Tantitaechochart, Sarasinee;Paoprasert, Naraphorn;Silva, Kampanart
    • Nuclear Engineering and Technology
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    • v.52 no.12
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    • pp.2958-2968
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    • 2020
  • Understanding public perception on nuclear research reactor is necessary for the policy maker to adopt such technology in Thailand, especially the locals who live in the proposed location. The study compared perceptions between the locals living near the proposed nuclear research reactor location (within 5 km) and those living in the outer region (5-15 km). Structural equation modeling technique was adopted by assuming casual relationships between latent variables including social status, information perception, trust, benefit perception and risk perception on the local acceptance of research reactor. The results showed that the strongest relationships for both the inner and the outer perimeters were from information perception toward technology acceptance via trust and benefit perception. While both zones showed similar results, the outer perimeter seemed to show slightly stronger effects than those in the inner perimeter.

A Study on the Dyeing and Physical Properties of Napping Knit Fabric using Latent Crimped Yarn (잠재권축사를 적용한 기모편성물의 염색 및 물성변화에 대한 연구)

  • Lee, Bum Hoon
    • Textile Coloration and Finishing
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    • v.33 no.4
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    • pp.182-190
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    • 2021
  • The purpose of this study is to provide the dyeing and physical characteristics of napped knit fabrics composed of latent crimped yarn. The K/S values, dyeing fastness, thickness, bulkiness, and shrinkage characteristics of three knit fabrics were investigated. The original knit fabric (SK) was composed of 1ply latent crimped yarn (75/36) in the ground and PET DTY (70/100) in the pile loop, in order of napped process the napped knit fabric (SN) was napped SK fabric. In order to compare of latent crimped yarn content, the last knit fabric (DN) was napped 2ply latent crimped yarn were included in the same structure of SK. Dyeability of three knit fabrics was similar but the shrinkage properties of DN fabric were significant different. The bulkiness shows a tendency to increase the bulkiness as increasing the dyeing temperature, and the bulkiness of the SN was higher because of the napping process and optimal content of latent crimped yarn.

$Nd^{3+}$ ACTIVARED OXIDE NONLINEAR LASER CRYSTALS IN THE GREEN

  • Garcia Sole, J.;Jaque, D.;Molero, F.;Capmany, J.
    • Proceedings of the Korea Association of Crystal Growth Conference
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    • 1998.06a
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    • pp.19-22
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    • 1998
  • In this work, nonlinear crystals are investigated as investigated ad future diode pumped host laser materials in the green. Optical properties( absorption, emission, secind harmonic generation, and continuous wave lader oscillation in the green) of the most relevant neodymium activeated oxide lader crystals{{{{ ({LiNbO }_{ 3}:MgO, YAI({BO }_{3})_{4} and {LaBGeO }_{ 5})}}}} are investigated and compared under similar experimental conditions

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Development of Solar Energy Concentration for Plastic Joining

  • Yarlagadda, P.;Kim, I.S.
    • International Journal of Korean Welding Society
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    • v.2 no.1
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    • pp.57-61
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    • 2002
  • This paper presents development of a SEC(Solar Energy Concentration) utilizing the concentrated solar beam radiation for joining engineering thermoplastics such as Acrylonitrile/Butadiene/Styrene(ABS), Polycarbonate(PC) and Polymethylmethacrylate (PMMA). In addition, to study the joining of the materials, necessary experimentation with applying primer was performed. Tensile tests were conducted to determine the bond strength achieved at the specimen Joint interface. Microscopic examinations of the fractured joints were performed in order to analyze the overall bond quality. Finally, the results in terms of bond strength achieved at the joint interface and energy consumed in the process was compared with those obtained with similar thermoplastic joining technique utilizing microwave energy.

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New Record of the Subfamily Amiseginae (Hymenoptera: Chrysididae) from Korea

  • Jeong-Kyu Kim
    • Animal Systematics, Evolution and Diversity
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    • v.39 no.1
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    • pp.58-60
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    • 2023
  • A cuckoo wasp species Nipponosega yamanei Kurzenko & Lelej is recorded in Korea for the first time. Of the two forms known from Japan, it is more similar to yamanei-form than kantoensis-form: eye margin almost evenly rounded in frontal view. The species of the two subfamilies, Chrysidinae and Cleptinae, have been listed for the Korean fauna. This species is the first representative of the third subfamily Amiseginae in Korea. It is known to be endemic to Japan. Thus, the distributional range of this species has been extended to the continental part herein. A description is made for further morphological comprehension on the basis of Korean materials.

A novel hemispherical microbond specimen for evaluating the interfacial shear strength of single fiber composite (복합재료의 계면 전단강도를 평가하기 위한 새로운 반구형 미소접합 시험편)

  • Park, Joo-Eon;Choi, Nak-Sam
    • Composites Research
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    • v.21 no.2
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    • pp.25-30
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    • 2008
  • A hemispherical microbond specimen adhered onto single carbon fiber has been proposed for evaluating the interfacial shear strength between epoxy and carbon fiber. Hemispherical microbond specimens showed low interfacial shear strength data and its small standard deviation as compared with the droplet one, which seemed to be caused by the reduction of the meniscus effects and of the stress concentration in the region contacting with the tip of pin hole. In comparison with the droplet specimen the hemispherical specimen showed the shear stress distribution similar to the cylindrical one in that low stress concentration arose around the contacting region. Average interfacial shear strength obtained by the hemispherical ones represented a good correlation with the hardness of the epoxy matrix.

A Study on the Density and Thermal Conductivity of Rigid Polyurethane Foam According to Mixing Amount (혼합 양에 따른 경질 폴리우레탄폼의 밀도 및 열전도율에 관한 연구)

  • Shin, Joung-Hyeon;Jo, Su-Yeon;Jung, Ui-In;Kim, Bong-Joo
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2021.05a
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    • pp.127-128
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    • 2021
  • Rigid urethane foam is widely applied because it is light and has superior insulation performance compared to insulation materials such as EPS or glass wool. However, it has the disadvantage of being vulnerable to fire. Therefore, in this study, before proceeding with the research to improve the fire resistance of the rigid polyurethane foam, we would like to investigate the change in density and thermal conductivity of the rigid polyurethane foam according to the change in the mixed weight of the main material and the curing agent. It was found that the density increased as the mixed weight increased. The thermal conductivity showed similar values overall. As for the density distribution, the central part was low and the outer part was high.

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Strength-based Evaluation of CO2 Emission for Cement and Composite Containing Mechanically Sctivated Fly Ash (물리적으로 활성화된 플라이애쉬를 함유한 시멘트 및 복합체의 이산화탄소 배출량 평가)

  • Sun, Yang;Lee, Han-Seung
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2021.05a
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    • pp.125-126
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    • 2021
  • Fly ash, has been widely used as one of the main supplementary cementitious materials (SCMs) in the world, to replace part of cement to significantly save energy and reduce greenhouse emission. Via mechanical activation, fly ash can replace more cement without impairing early age compressive strength. This study focuses on the strength-based evaluation of carbon dioxide emission for blended cement composite containing mechanically activated fly ash. Results indicate that under similar compressive strength, a prominent drop has been witnessed in embodied energy of binary cement and CO2 emission of the composite containing mechanically activated fly ash compared with those containing ordinary fly ash.

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