• Title/Summary/Keyword: Role identification

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Korean Contextual Information Extraction System using BERT and Knowledge Graph (BERT와 지식 그래프를 이용한 한국어 문맥 정보 추출 시스템)

  • Yoo, SoYeop;Jeong, OkRan
    • Journal of Internet Computing and Services
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    • v.21 no.3
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    • pp.123-131
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    • 2020
  • Along with the rapid development of artificial intelligence technology, natural language processing, which deals with human language, is also actively studied. In particular, BERT, a language model recently proposed by Google, has been performing well in many areas of natural language processing by providing pre-trained model using a large number of corpus. Although BERT supports multilingual model, we should use the pre-trained model using large amounts of Korean corpus because there are limitations when we apply the original pre-trained BERT model directly to Korean. Also, text contains not only vocabulary, grammar, but contextual meanings such as the relation between the front and the rear, and situation. In the existing natural language processing field, research has been conducted mainly on vocabulary or grammatical meaning. Accurate identification of contextual information embedded in text plays an important role in understanding context. Knowledge graphs, which are linked using the relationship of words, have the advantage of being able to learn context easily from computer. In this paper, we propose a system to extract Korean contextual information using pre-trained BERT model with Korean language corpus and knowledge graph. We build models that can extract person, relationship, emotion, space, and time information that is important in the text and validate the proposed system through experiments.

Expression of Membrane Fusion Related Genes in Mouse Ovary (마우스 난소에서 막융합 관련 유전자의 발현)

  • Jung, Bok-Hae;Sung, Hyun-Ho;Park, Chang-Eun
    • Korean Journal of Clinical Laboratory Science
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    • v.48 no.1
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    • pp.8-14
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    • 2016
  • Granulosa cells surround the oocyte within the ovarian follicle and play an essential role in creating conditions required for oocyte as well as follicular development. The current study was conducted to examine the gene expression profile of mouse ovaries during the primordial to primary follicle transition process. Total RNAs from mouse ovaries on day 5 and day 12 were synthesized cDNA using annealing control primers. The DEGs were cloned and their identities were analyzed by BLAST search. The Plekha5 and Anxa11 were highly expressed in primary follicle stage. By contrast, their expression was increased in granulosa cells at the primary follicle stage. We have successfully discovered a list of genes expressed in day 5 and day 12 ovaries and confirmed that some of them are differentially expressed in PMF and/or PRI. This is a spatial-temporal regulatory mechanism on the ovarian folliculogenesis through membrane fusion. The gene expression profile from the current study would provide insight for future study on the mechanism(s) involved in primordial-primary follicular transition. This will provide information for identification of the mechanism of ovarian dysfunction.

Endocrine Disrupting Effects of Lead on the Ontogeny of Oryzias Latipes (송사리수정란을 이용한 납의 내분비계장애에 관한 연구)

  • Park, Kwang-Sik;Choi, Pil-Son;Lee, Sang-Hyeop;Lee, Chul-Woo;Rhu, Ji-Sung;Choi, Sung-Su;Rhu, Hong-Il;Choi, Doug-Il
    • Toxicological Research
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    • v.14 no.3
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    • pp.379-384
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    • 1998
  • Endocrine disruptor is an exogenous substance that changes endocrine function and causes adverse effects at the level of the organism, its progeny, and/or (sub)populations of the organisms. Purported adverse effects are cancers, declines in reproductive health, developmental learning disabilities in humans, and declining populations, altered morphology, physiology or behavior in wildlife. In these days, expert groups on chemicals in IPCS, IFCS and OECD are intensively discussing the identification of endocrine disruptors and the proper management of those chemicals. In this study, we screened the endocrine disrupting effects of lead using fertilized eggs of Oryzias latipes. In brief, the eggs were exposed to lead with different concentrations at Ringer's solution, and the mortality, the incidence of deformation, the body movement and the hatching success were determined after incubation. The histological analysis of normal and deformed larvae was also carried out. Compared to control, the mortality and the heart rate of eggs and/or larvae increased, but the hatching success and the tail movement decreased. The morphological observation showed the asymmetrical deformation of larvae and the distortion of spinal cord. The absorption of the liquid in yolk sac was hindered. The adverse effects of lead in the ontogeny of fertilized eggs of Oryzias latipes seemed to be stronger in pH5.6 than in pH7.5 solution. In summary, lead showed adverse effects on the ontogeny of fish fertilized eggs plays critical role in regulating biological systems and controlling developmental processes as an endocrine disruptor.

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Studies on the Identification of Pythium spp. and Sclerotial Fungi isolated from Rice plants in Korea (II) (수도(水稻)에 관여(關與)하는 Pythium spp와 균핵병균류(菌核病菌類)의 분류동정(分類同定)에 관(關)한 연구(硏究)(II))

  • Lee, Young-Hee;Lee, Eung-Kwon;Kim, Byung-Soo
    • The Korean Journal of Mycology
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    • v.6 no.2
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    • pp.19-24
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    • 1978
  • Four species of Pythium and two species of Sclerotium previously not recorded in Korea during 1976 and Leptosphaeria salvinii which previosly reported but reidentified. Pythium aristosporm Vantery, Pythium sp. and Pythium myriotylum Drechsler were isolated from diseased rice seedlings and from green withered rice plants and Pythium irreglare Buisman was isolated from paddy soil. Three species of Pythium except P. irregulare grew well at $40^{\circ}C$ on Potato dextrose agar and were confirmed as highly pathogenic but P. irregulare showed low pathogenicity on Yushin variety of rice. Sclerotium hydrophilum and Sclerotium oryzae-sativae appeared to be weakly pathogenic, but Leptosphaeria salvinii was confirmed as a highly pathogenic. Ordinally the two species of Sclerotium grew and produced many sclerotia on dead sheath and stems of rice. There are still some problems to clarify and reconsider in regard to the pathogenicity of the sclerotial fungi because their populations were so very high in paddy fields, but their role might be wound parasite.

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Identification of Volatile Essential Oil, and Flavor Characterization and Antibacterial Effect of Fractions from Houttuynia cordata Thunb -II. Flavor Characterization and Antibacterial Effect of Fraction from Houttuynia cordata Thunb by Prep-HPLC- (어성초 휘발성 정유성분의 동정과 분획물의 향특성 및 항균활성 -II. Prep-HPLC에 의한 분획물의 향특성과 향균활성-)

  • Kang, Jung-Mi;Cha, In-Ho;Lee, Young-Kuen;Ryu, Hong-Soo
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.26 no.2
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    • pp.214-221
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    • 1997
  • The volatile essential oil isolated from Houttuynia cordata were separated to 11 fractions by Prep-HPLC, of these, a fraction(Fr. 6) which carried the characteristic Houttuynia cordata flavor(fishy) contained 2-undecanone, ${\beta}-myrcene$, ${\beta}-ocimene$, 1-decanol and decanoyl acetaldehyde, as identified by GC-MS. From this observation, it may be inferred that 2-undecanone and decanoyl acetaldehyde could be the compounds which play a crucial role in flavoring of Houttuynia cordata. In test of antibacterial activity of eleven fractions of volatile essential oil from H.C., the growths of nine Gram negative bacteria were inhibited obviously when treated with and Fr. 6 including 2-undecanone, ${\beta}-myrcene$, ${\beta}-ocimene$, 1-decanol and decanoyl acetaldehyde, and Fr. 5 including decanal, endobornylacetate, fenchene and decanoic acid, respectively.

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Nonvisibility and robustness evaluation of image watermarking mixed Key and Logo method (키와 로고 방식을 혼합한 이미지 워터마킹의 비가시성과 강인성 평가)

  • Park, Young;Song, Hag-Hyun;Choi, Se-Ha;Lee, Myong-Kil;Kim, Yoon-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.6 no.3
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    • pp.464-469
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    • 2002
  • In this research, nonvisibility and robustness of image watermarking mixed Key and Logo method were evaluated. The role of the Key was performed by a personal ID of a copyrighter and the logo images were used as the watermark. The standard image of Lena was used for experimental image and binary images of `Park'with size 32${\times}$32 and 64${\times}$64 were used for the watermark, respectively In order to evaluate nonvisibility of the proposed watermarking scheme, PSNR(Peak Signal to Noise Ratio) of the watermarked image was obtained and for robustness reconstructive rates of the reconstructed watermark were obtained from the watermarked image with image transformation of JPEG lossy compression. The experimental results show that nonvisibility is excellent as PSNR of the watermarked image is 93.75dB and the reconstructive rates of the case of 322${\times}$32 watermark was better than the case of the 64${\times}$64 watermark; average 5.9%, 13.9%, 6.5%, and 4.2% in the case of scale-down rates, rotational rates, impulse noise power density, and JPEG lossy compression rates, respectively.

The e-Business Agent Prototyping System with Component Based Development Architecture (CBD 아키텍처 기반 e-비즈니스 에이전트 프로토타이핑 시스템)

  • Shin, Ho-Jun;Kim, Haeng-Kon
    • The KIPS Transactions:PartD
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    • v.11D no.1
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    • pp.133-142
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    • 2004
  • The next generation of web applications will need to be larger, more complex, and flexible Agent-oriented systems have great potential for these e-commerce applications. Agents can dynamically discover and compose e-services and mediate interactions. Development of software agents with CBD (Component Based Development) has proved to be successful in increasing speed to market of development Projects, lowering the development cost and providing better qualify. In this thesis, we propose a systemic development process for software agents using component and UML (Unified Modeling Language). We suggest a etA (e-business Agent) CBD reference architecture for layer the related components through identification and classification of general agent and e-business agent. We also propose the ebA-CBD process that is a guideline to consider the best features of existing agent oriented software engineering methodologies, while grounding agent-oriented concepts in the same underlying semantic framework used by UML. We first developed the agent components specification and modeled it with Goal, Role, Interaction, and Architecture Model. Based on this, we developed e-CPIMAS (e-Commerce Product Information Mailing Agent System) as a case study that provides the product information's mailing service according to proposed process formality. We finally describe how these concepts may assist in increasing the efficiency reusability, productivity and quality to develop the business application and e-business agent.

Effects of c.494A>C and c.267T>G SNPs in OCX-32 Gene of Korean Native Chicken on Egg Production Traits (OCX-32 유전자 내 c.494A>C 및 c.267T>G SNP이 한국 재래닭 산란형질에 미치는 효과 분석)

  • Lee, Ji-Yeon;Choi, So-Young;Kim, Chong-Dae;Hong, Yeong Ho;Jeong, Dong Kee;Lee, Sung-Jin
    • Korean Journal of Poultry Science
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    • v.41 no.3
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    • pp.191-196
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    • 2014
  • The identification and utilization of potential candidate genes with significant effects on economically important traits have become increasingly important in poultry breeding programs. The ovocalyxin-32 (OCX-32) gene is located chromosome 9 in chicken, plays an important role in eggshell formation. This study was performed to assess the association between single nucleotide polymorphisms (SNPs) of OCX-32 gene and egg production traits in the Korean native chicken. Four Korean native chicken population (n = 181; including 46 females of Ogol, 46 females of white, 43 females of gray and 46 females of black) were used to analyze two SNPs (c.494A>C and c.267T>G) in the OCX-32 gene by PCR-RFLP (Polymerase Chain Reaction-Restricted Fragment Length Polymorphism). We measured egg production traits of age at first egg, first egg weight, egg production ratio and egg weight. The SNP c.494A>C was significantly associated with egg production ratio in Korean Ogol chickens (p<0.001) and egg weight in Korean white chickens (p<0.05). SNP c.267T>C was significantly associated with egg weight in Korean Ogol chickens (p<0.05). But there was no significant association in Korean gray and black chickens. Results suggest the possibility of using molecular markers in OCX-32 gene as a tool for performance and egg production traits in Korean native chicken breeding program.

Identification of disease resistance to soft rot in transgenic potato plants that overexpress the soybean calmodulin-4 gene (GmCaM-4) (대두 칼모듈린 단백질, GmCaM-4를 발현하는 형질전환 감자의 무름병 저항성 확인)

  • Park, Hyeong Cheol;Chun, Hyun Jin;Kim, Min Chul;Lee, Sin Woo;Chung, Woo Sik
    • Journal of Plant Biotechnology
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    • v.47 no.2
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    • pp.157-163
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    • 2020
  • Calmodulin (CaM) mediates cellular Ca2+ signals in the defense responses of plants. We previously reported that GmCaM-4 and 5 are involved in salicylic acid-independent activation of disease resistance responses in soybean (Glycine max). Here, we generated a GmCaM-4 cDNA construct under the control of the cauliflower mosaic virus (CaMV) 35S promoter and transformed this construct into potato (Solanum tuberosum L.). The constitutive over-expression of GmCaM-4 in potato induced high-level expression of pathogenesis-related (PR) genes, such as PR-2, PR-3, PR-5, phenylalanine ammonia-lyase (PAL), and proteinase inhibitorII (pinII). In addition, the transgenic potato plants exhibited enhanced resistance against a bacterial pathogen, Erwinia carotovora ssp. Carotovora (ECC), that causes soft rot disease and showed spontaneous lesion phenotypes on their leaves. These results strongly suggest that a CaM protein in soybean, GmCaM-4, plays an important role in the response of potato plants to pathogen defense signaling.

Extraction of Dimethyl-$\beta$-propiothetin from Enteromorpha intestinalis (창자파래(Enteromorpha intestinalis)로부터 Dimethyl-$\beta$-propiothetin 추출)

  • 배태진;강동수;최옥수
    • The Korean Journal of Food And Nutrition
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    • v.13 no.4
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    • pp.334-341
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    • 2000
  • The DMPT produced by marine algae is the main biogenic precursor of oceanic DMS. Also, DMPT is an efficient stimulant for growth, feeding, and body movement of fish and striped prawn, and appears to play a physiologic role as an osmoprotectant in algae. This study was focused on the extraction of dimethyl-$\beta$-propiothetin as bioactive substance from green seaweed. Identification and quantification of dimethyl-$\beta$-propiothetin were measured by headspace gas chromatography after conversion to dimethyl sulfide by treatment with saturated NaOH solution. Dimethyl-$\beta$-propiothetin was extracted through various processes(solvent extraction, ultrasonication, boiling and autoclaving) from Enteromorpha intesinalis. The content of dimethyl-$\beta$-propiothetin extracted by autoclaving treatment showed higher than those of various extraction methods. Dimethyl-$\beta$-propiothetin content in extract of Enteromorpha Enteromorpha was 311,200ng/g after autoclaving at 121$^{\circ}C$ for 60min. Dimethyl-$\beta$-propiothetin in extract of Enteromorpha intestinalis was comparatively stable under low temperature. The retentions of dimethyl-$\beta$-propiothetin content in extract of Enteromorpha intestinalis were 75.8 ~99.8% by incubation at 10~6$0^{\circ}C$ for 2 hours. Chemical decomposition of dimethyl-$\beta$-propiothetin was observed under laboratory conditions at pH values higher than 9.5.

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