• 제목/요약/키워드: Content Generation Model

검색결과 151건 처리시간 0.029초

근로자를 위한 웰니스지표 개발 (Development of a Wellness Index for Workers)

  • 최문종;손창식;김진수;하영미
    • 대한간호학회지
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    • 제46권1호
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    • pp.69-78
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    • 2016
  • Purpose: The purpose of this study was to develop a wellness index for workers (WIW) and examine the validity and reliability of the WIW for assessing workers' wellness. Methods: The developmental process for the instrument included construction of a conceptual framework based on a wellness model, generation of initial items, verification of content validity, preliminary study, extraction of final items, and psychometric testing. Content validity was verified by 4 experts from occupational health nursing and wellness disciplines. The construct validity, convergent validity and discriminant validity were examined with confirmatory factor analysis. The reliability was examined with Cronbach's alpha. The participants were 494 workers from two workplaces. Results: Eighteen items were selected for the final scale, and the results of the confirmatory factor analysis supported a five-factor model of wellness with acceptable model fit, and factors named as physical emotional social intellectual occupational wellness. The convergent and discriminant validity were also supported. The Cronbach's alpha coefficient was .91. Conclusion: The results indicate that the WIW is a valid and reliable instrument to comprehensively assess workers' wellness, and to provide basic directions for developing workplace wellness program.

거대언어모델과 문서검색 알고리즘을 활용한 한국원자력연구원 규정 질의응답 시스템 개발 (Development of a Regulatory Q&A System for KAERI Utilizing Document Search Algorithms and Large Language Model)

  • 김홍비;유용균
    • 한국산업정보학회논문지
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    • 제28권5호
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    • pp.31-39
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    • 2023
  • 최근 자연어 처리(NLP) 기술, 특히 ChatGPT를 비롯한 거대 언어 모델(LLM)의 발전으로 특정 전문지식에 대한 질의응답(QA) 시스템의 연구개발이 활발하다. 본 논문에서는 거대언어모델과 문서검색 알고리즘을 활용하여 한국원자력연구원(KAERI)의 규정 등 다양한 문서를 이해하고 사용자의 질문에 답변하는 시스템의 동작 원리에 대해서 설명한다. 먼저, 다수의 문서를 검색과 분석이 용이하도록 전처리하고, 문서의 내용을 언어모델에서 처리할 수 있는 길이의 단락으로 나눈다. 각 단락의 내용을 임베딩 모델을 활용하여 벡터로 변환하여 데이터베이스에 저장하고, 사용자의 질문에서 추출한 벡터와 비교하여 질문의 내용과 가장 관련이 있는 내용들을 추출한다. 추출된 단락과 질문을 언어 생성 모델의 입력으로 사용하여 답변을 생성한다. 본 시스템을 내부 규정과 관련된 다양한 질문으로 테스트해본 결과 복잡한 규정에 대하여 질문의 의도를 이해하고, 사용자에게 빠르고 정확하게 답변을 제공할 수 있음을 확인하였다.

Isotopic Fissile Assay of Spent Fuel in a Lead Slowing-Down Spectrometer System

  • Lee, Yongdeok;Jeon, Juyoung;Park, Changje
    • Nuclear Engineering and Technology
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    • 제49권3호
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    • pp.549-555
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    • 2017
  • A lead slowing-down spectrometer (LSDS) system is under development to analyze isotopic fissile content that is applicable to spent fuel and recycled material. The source neutron mechanism for efficient and effective generation was also determined. The source neutron interacts with a lead medium and produces continuous neutron energy, and this energy generates dominant fission at each fissile, below the unresolved resonance region. From the relationship between the induced fissile fission and the fast fission neutron detection, a mathematical assay model for an isotopic fissile material was set up. The assay model can be expanded for all fissile materials. The correction factor for self-shielding was defined in the fuel assay area. The corrected fission signature provides well-defined fission properties with an increase in the fissile content. The assay procedure was also established. The assay energy range is very important to take into account the prominent fission structure of each fissile material. Fission detection occurred according to the change of the Pu239 weight percent (wt%), but the content of U235 and Pu241 was fixed at 1 wt%. The assay result was obtained with 2~3% uncertainty for Pu239, depending on the amount of Pu239 in the fuel. The results show that LSDS is a very powerful technique to assay the isotopic fissile content in spent fuel and recycled materials for the reuse of fissile materials. Additionally, a LSDS is applicable during the optimum design of spent fuel storage facilities and their management. The isotopic fissile content assay will increase the transparency and credibility of spent fuel storage.

메타버스 비즈니스 모델 및 생태계 분석 (Analysis of Metaverse Business Model and Ecosystem)

  • 석왕헌
    • 전자통신동향분석
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    • 제36권4호
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    • pp.81-91
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    • 2021
  • Recently, discussions on Metaverse, which represents the transcendent world, have been dominant for some time. Cases related to the Metaverse are introduced through various media and are continuously attracting attention as the next generation of the Internet. This study reviews the business model and the ecosystem overview, focusing on service cases related to the Metaverse. The widely used business models include content production and sales, media brokerage fee, and marketing fee. The Metaverse ecosystem is formed around games, with major players in game production, authoring tool & support SW, intelligent cloud service, and game platform expected to lead the market. Results show that a strategy to secure the leadership of the Metaverse, such as the business model expansion conditions, a strategy to foster a game-oriented Metaverse ecosystem, and technology development for the realization of the ultra-realistic Metaverse, is necessary.

Travel Intention to Visit Tourism Destinations: A Perspective of Generation Z in Vietnam

  • NGUYEN, Viet Hoang;TRUONG, Thi Xuan Dao;PHAM, Huong Trang;TRAN, Duc Thanh;NGUYEN, Pham Hung
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.1043-1053
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    • 2021
  • The purpose of this research is to investigate the impacts of gen-Z's perception of consumer-generated content on social media on their travel intention with the mediating role of travel motivation push and pull. An online questionnaire survey of a total of 369 samples was conducted with the participation of gen Z in the most important cities across Vietnam. The model was analyzed using Structural Equation Modeling (SEM) using AMOS program 22 to investigate model relationships and all hypotheses are significant. The findings indicated that gen Z values the usefulness of social media and they use social media for knowledge-seeking (push factor), and this leads to their intention to visit a destination. SEM analysis also reveals that gen Z tends to use social media to find accessibility to any destinations and they are motivated highly with destinations that have clear and easy access, for example, no visa requirement or neighboring destinations. As the result, they have better intentions to visit these destinations. This research will help marketers, especially marketing specialists to gain a better understanding of gen Z, thus implement better marketing techniques to target gen Z.

모유수유 적응 측정 도구 개발 (Development of a Breast Feeding Adaptation Scale (BFAS))

  • 김선희
    • 대한간호학회지
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    • 제39권2호
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    • pp.259-269
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    • 2009
  • Purpose: The aim of this study was to develop a breast feeding adaptation scale (BFAS) to evaluate adaptation to breastfeeding for breastfeeding mothers and their infants and to test the validity and reliability of the instrument. Methods: The study was conducted as follows: application of the conceptual framework, identification of the content domains, items generation, and test of validity and reliability. In order to test validity and reliability, two panels of experts reviewed items and subcategories of the preliminary questionnaire and then data were collected from 329 mothers who were up to 4 weeks postpartum and breastfeeding. Descriptive statistics, t-test, factor analysis, and Cronbach's alpha were used to analyze the data. Results: The conceptual framework was based on the Roy adaptation model. The content domains were developed via literature review, review of instruments, and data acquired from the interviews of breastfeeding mothers and nurses. A total of 69 items belonging to 8 domains were generated. A reduction to 44 preliminary items was accomplished through content validity analysis. Factor analysis extracted 8 factors with a total of 27 items on a 5-point Likert scale. Content validity, construct validity, criterion validity, and reliability of the BFAS were established. Conclusion: The newly developed BFAS is a reliable and valid instrument with which the adaptation of breastfeeding mothers and their infants to the breastfeeding behavior can be evaluated.

콘텐츠 플랫폼의 수익모델 혁신 전략에 대한 고찰 (Reinventing the revenue model for the content platform)

  • 최광헌;김준익
    • 디지털콘텐츠학회 논문지
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    • 제18권7호
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    • pp.1267-1280
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    • 2017
  • 본 연구는 개인 창작자와 사용자의 권한과 자유도가 강화된 콘텐츠 플랫폼에서 수익모델의 변화에 주목하였다. 이에 새로운 콘텐츠 플랫폼의 작동 원리와 개체간의 관계변화를 마누엘 카스텔의 네트워크 사회이론과 창조적 수용자에 의한 커뮤니케이션 이론을 적용하여 이해하고 분석하고자 하였다. 본 연구의 결과로, 새로운 커뮤니케이션 방식의 콘텐츠 플랫폼에서는 콘텐츠의 창작과 플랫폼 사업자의 수익 증진이 동시에 자연스럽게 이루어지기 때문에 인위적인 통제보다는 네트워크 안의 구성원들 사이에 자발적으로 일어나는 활발한 커뮤니케이션이 중요한 역할을 한다는 것을 알 수 있었다. 이는 콘텐츠 플랫폼 비즈니스의 주체는 어디까지나 사용자인 인간이며, 인간 본연의 특성인 자유로운 놀이 환경을 보장해 주는 것이 플랫폼 이용자들의 콘텐츠 창작과 건강한 소비 활동을 증진시킬 수 있음을 확인하였다.

PDAT1 genome editing reduces hydroxy fatty acid production in transgenic Arabidopsis

  • Mid-Eum Park;Hyun Uk Kim
    • BMB Reports
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    • 제57권2호
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    • pp.86-91
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    • 2024
  • The fatty acids content of castor (Ricinus communis L.) seed oil is 80-90% ricinoleic acid, which is a hydroxy fatty acid (HFA). The structures and functional groups of HFAs are different from those of common fatty acids and are useful for various industrial applications. However, castor seeds contain the toxin ricin and an allergenic protein, which limit their cultivation. Accordingly, many researchers are conducting studies to enhance the production of HFAs in Arabidopsis thaliana, a model plant for oil crops. Oleate 12-hydroxylase from castor (RcFAH12), which synthesizes HFA (18:1-OH), was transformed into an Arabidopsis fae1 mutant, resulting in the CL37 line producing a maximum of 17% HFA content. In addition, castor phospholipid:diacylglycerol acyltransferase 1-2 (RcPDAT1-2), which catalyzes the production of triacylglycerol by transferring HFA from phosphatidylcholine to diacylglycerol, was transformed into the CL37 line to develop a P327 line that produces 25% HFA. In this study, we investigated changes in HFA content when endogenous Arabidopsis PDAT1 (AtPDAT1) of the P327 line was edited using the CRISPR/Cas9 technique. The successful mutation resulted in three independent lines with different mutation patterns, which were transmitted until the T4 generation. Fatty acid analysis of the seeds showed that HFA content decreased in all three mutant lines. These findings indicate that AtPDAT1 as well as RcPDAT1-2 in the P327 line are involved in transferring and increasing HFAs to triacylglycerol.

Propolis 유효성분의 항위염 및 항위궤양 작용 (Antigastritic and Antiulcer action of Effective Compounds from Propolis Extract)

  • 김은주;정춘식;정기화
    • Biomolecules & Therapeutics
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    • 제7권4호
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    • pp.362-370
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    • 1999
  • Propolis, a natural resinous compound collected from honey bees, contains many biochemical constituents(wax, flavonoids, phenolic compounds, etc.) and has been used in traditional medicines as early as 300 B.C. It was been demonstrated that ethanol, acetylsalicylic acid, ischemia reperfusion, non-steroidal antiin-flammatory drugs and stress induce gastric lesions by promoting the generation of reactive oxygen metabolites. Therefore, some drugs that are capable of scavenging or inhibiting the generation of reactive oxygen radicals might be expected to prevent the gastric mucosal injury. The aim of this study was 1) to examine the antiulcer effect of propolis, 2) to investigate the mechanism of action by determining gastric acid secretion, lipid per-oxidation, mucus content and proton pump ($H^+$/$K^+$-ATPase) activity on gastric mucus in varios experimental models, and finally, 3) to isolate and identify the pure compounds that exert antiulcer activity. Step 2-1 and 2-3 sub-sub fraction shoed a significant reduction of severity of gastirc damage at the dose of 25 mg/kg in various experimental models. We isolated 4 sub-sub-sub fractions by flash column chromatography of Step 2-1 sub-sub fraction and one sub-sub-sub fraction by recrystalization of Step 2-3 sub-sub fraction. The protective effects of propolis sub-sub-sub fraction manifested sifnificant effects in HCl-ethanol induced gastric erosion model and aspirin induced gastric ulcer model. These results showed that the gastric mucosal protective effect of propolis might result from the increase of mucus secretion, free radical scavenging effect as well as the reduction of acid secretion in accordance with the reduction of $H^+$/$K^+$-ATPase activitv. Three compounds were isolated and identified from sub-sub fraction of propolis which showed antiulcer effects. Subsequently, these compounds were identified as a flavonoid, namely, 2-acetoxy-5,7,-dihydroxy-flavanone, galangin and chrysin.

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사례기반추론 기법을 이용한 개인화된 추천시스템 설계 및 구현 (Design and Implementation of personalized recommendation system using Case-based Reasoning Technique)

  • 김영지;문현정;옥수호;우용태
    • 정보처리학회논문지D
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    • 제9D권6호
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    • pp.1009-1016
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    • 2002
  • 본 논문에서는 인터넷 컨텐츠 사이트에서 묵시적인 평가정보를 이용한 새로운 사례기반 추천시스템을 설계하고 구현하였다. 본 시스템은 크게 사용자 프로파일 생성 모듈, 유사도 계산 및 추천 모듈, 개인화된 메일링 모듈로 구성된다. 사용자 프로파일 생성 모듈에서는 사용자가 컨텐츠를 이용하면서 남긴 로그 기록을 이용하여 컨텐츠에 대한 개인별 선호도를 추출할 수 있는 속성내, 속성간 가중치를 제시하였다. 유사도 계산 및 추천 모듈에서는 사용자 프로파일과 새로운 컨텐츠간의 유사도를 측정하기 위한 유사도 계산식을 제시하였다. 개인화된 메일링 모듈에서는 개인별 선호도에 의해 구성된 추천 컨텐츠를 플렛폼-독립적인 XML 문서 형식으로 변환하여 발송한다. 제안된 모델에 대한 추천 효율을 검증하기 위해 평균절대오차(MAE)와 반응자작용특성(ROC) 값을 이용하여 제안한 추천 모델과 협동적 필터링 기법과 비교 실험하였다. 실험결과, 본 논문에서 제안한 모델의 추천 효율이 기존의 협동적 필터링 기법보다 우수함을 보였다.