• Title/Summary/Keyword: 매개화

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Development of a regressive prediction method of solute transport in rivers based on relation between breakthrough curve and travel distance (하천에서 농도곡선-유하거리 상관성 기반 회귀적 물질혼합 예측 기법)

  • Kim, Byunguk;Seo, Il Won
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.45-45
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    • 2022
  • 산업화에 따른 화학물질 사용량의 증가는 담수로의 유해화학물질 유출사고의 위험을 증가시키며, 이러한 사고는 하천수 수질과 수환경 생태계에 심각한 위해와 손상을 야기한다. 이러한 수질사고 발생시 신속 대응을 위해, 하천에 유입된 물질의 거동을 신속하게 예측하는 것이 필요하며 이 경우 1차원 추적모형이 주로 사용된다. 1차원 물질혼합 모형은 하천을 하나의 유선으로 보며, 복잡한 하천흐름의 시스템을 현상학적으로 해석하고, 오염물질의 이송 및 혼합 메카니즘을 모델 매개변수에 반영하여 모형화한다. 이러한 매개변수들은 직접적으로 측정하기 어려우며, 이론에 기반한 매개변수 산정 기법이 구축되지 않은 실정이다. 따라서 대부분의 연구에서는 추적자 실험을 실시하여 유한한 하천구간에서 추적자의 시간-농도곡선(Breakthrough curve, BTC)을 취득하고, 이를 통하여 대상 구간의 매개변수를 역산하는 최적화 기법에 의존하고 있다. 하지만, 모든 하천구간에 대하여 추적자 실험을 수행하여 데이터를 확보하는 것이 어렵기 때문에 최적화 기법의 적용성에 한계가 있다. 본 연구는 흐름정보가 제공되지 않은 미계측 하천구간에서 BTC를 신속하게 예측할 수 있는 회귀모형을 구축하는 것을 목표로 한다. 국내 하천에서 수행한 4회의 추적자 실험으로부터 취득한 28개 구간 케이스의 데이터에 대하여 농도곡선 전처리를 수행하고 14개의 통계적 특징을 추출하였으며, 계측된 흐름특성과의 상관관계를 분석하였다. 분석 결과, 대상 구간에서의 BTC의 변화가 추적자의 유하거리에 매우 높은 상관관계를 보였으며, 이를 이용하여 회귀모형을 제시하였다. 제안된 회귀모형을 적용하여 하류의 지점에서의 BTC를 예측하였으며, 1차원 이송-분산 방정식과 하천저장대모형을 활용한 예측결과와 비교하여 검증하였다. 그 결과, BTC의 변화특성을 활용한 회귀적 예측이 하천 지형 및 흐름의 변동성이 작은 구간에서 1차원 혼합모형들을 이용한 예측보다 더 높은 정확도를 보였으며, 이러한 장점은 장거리 예측에서 더 분명하게 나타났다.

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A Study on the Effects of the Internal Competence of Small Business on Competitive Advantage and Startup Intention to Commercialize a Franchise: Focusing on the Moderating Effect of Franchise Suitability (소기업의 내부역량이 경쟁우위 및 프랜차이즈 사업화 의도에 미치는 영향: 프랜차이즈 적합성의 조절효과를 중심으로)

  • Kim, Soo Il;Kim, Hong Keun
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.14 no.5
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    • pp.25-42
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    • 2019
  • The purpose of this study is to analyze the effect of internal competence of small business on the competitive advantage and start-up intention. Through this, which key competence of small business can be proposed for market growth against of large companies that have a great capital power. Also, implications for development direction can be suggested. For this purpose, technology capability, financing capability, marketing capability, and product/service differentiation capability factors were set as independent variables, as well as competitive advantage as a mediating factor, and startup intention to be franchiser as a dependent variable. For the analysis, a structured questionnaires survey was conducted to 276 domestic small business in capital area. The main results are as follows. First, in relation to the internal competency and the competitive advantage of small businesses, it was found that technological capabilities, financing capabilities and product (service) differentiation have a positive effect on competitive advantage. Second, the relationship between the internal capacity of a small entity and startup intention to commercialize a franchiser business indicates that its financing capacity and marketing capabilities have a positive effect on startup intention to commercialize the business, and that competitive advantage has a significant effect on startup intention to commercialize the franchise. Third, competitive advantage was found to mediate the relationship between internal competency and startup intention. Finally, it was shown that the internal capacity of a small business has a regulating effect in relation to its financing capacity, marketing capabilities and startup intention to commercialize the franchise, and that it also had a regulating effect in relation to its relationship with its competitive advantage and franchise suitability. Based on the above results, if small business can take competitive advantage in the market, they also consider startup intention to commercialize a franchiser, in addition, it is expected that one suggestion can be made from an internal capacity perspective required more emphasis on operations and management as an alternative to expanding small businesses' business, including market access measures that can be linked to internal capacity factors of small businesses.

Quantification of Cerebrovascular Reserve Using Tc-99m HMPAO Brain SPECT and Lassen's Algorithm (Tc-99m HMPAO 뇌 SPECT와 Lassen 알고리즘을 이용한 뇌혈관 예비능의 정량화)

  • Kim, Kyeong-Min;Lee, Dong-Soo;Kim, Seok-Ki;Lee, Jae-Sung;Kang, Keon-Wook;Yeo, Jeong-Seok;Chung, June-Key;Lee, Myung-Chul
    • The Korean Journal of Nuclear Medicine
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    • v.34 no.4
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    • pp.322-335
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    • 2000
  • Purpose: For quantitative estimation of cerebrovascular reserve (CVR), we estimated the cerebral blood flow (CBF) using Lassen's nonlinearity correction algorithm and Tc-99m HMPAO brain SPECT images acquired with consecutive acquisition protocol. Using the values of CBF in basal and acetaBolamide (ACZ) stress states, CBF increase was calculated. Materials and Methods: In 9 normal subjects (age; $72{\pm}4$ years), brain SPECT was performed at basal and ACZ stress states consecutively after injection of 555 MBq and 1,110 MBq of Tc-99m HMPAO, respectively. Cerebellum was automatically extracted as reference region on basal SPECT image using threshold method. Assuming basal CBF of cerebellum as 55 ml/100g/min, CBF was calculated lot every pixel at basal states using Lassen's algorithm. Cerebellar blood flow at stress was estimated comparing counts of cerebellum at rest and ACZ stress and Lassen's algorithm. CBF of every pixel at ACZ stress state was calculated using Lassen's algorithm and ACZ cerebellar count. CVR was calculated by subtracting basal CBF from ACZ stress CBF for every pixel. The percent CVR was calculated by dividing CVR by basal CBF. The CBF and percentage CVR parametric images were generated. Results: The CBF and percentage CVR parametric images were obtained successfully in all the subjects. Global mean CBF were $49.6{\pm}5.5ml/100g/min\;and\;64.4{\pm}10.2ml/100g/min$ at basal and ACZ stress states, respectively. The increase of CBF at ACZ stress state was $14.7{\pm}9.6ml/100g/min$. The global mean percent CVR was 30.7% and was higher than the 13.8% calculated using count images. Conclusion: The blood flow at basal and ACZ stress states and cerebrovascular reserve were estimated using basal/ACZ Tc-99m-HMPAO SPECT images and Lassen's algorithm. Using these values, parametric images for blood flow and cerebrovascular reserve were generated.

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Reproducibility Evaluation of Stratification Using EFDC Model in Nakdong River (EFDC 모형을 이용한 낙동강에서의 성층현상 재현성 평가)

  • Choi, Hyun Gu;Han, Kun Yeun;Park, Jun Hyung
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.37 no.3
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    • pp.561-573
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    • 2017
  • Nakdong River was recently dredged with multi-functional weirs construction. Therefore, the depth was deepened and the lag time also increased. As a result, stratification occurred in some sections with deep water depth, and it also caused the increase of algal bloom phenomenon. The purpose of this study is to evaluate reproducibility of stratification in the Nakdong River by applying the EFDC model, which is a three-dimensional hydraulic and water quality analysis model proving the reproducibility of stratification phenomena in reservoirs and estuaries. In order to reproduce the Nakdong river water temperature and DO stratification, EFDC model was constructed in the downstream part of the Nakdong river and sensitivity analysis was performed on key parameters sensitive to stratification. Sensitivity analysis was used to reproduce stratification by selecting optimal parameters. The results of this study can be used as basic data for the analysis of various destratification scenarios.

Sucess Factor Analysis of K-POP and A Study on sustainable Korean Wave - Focus on Smart Media based on Realistic Contents (K-POP 한류의 성공요인분석과 한류 지속화 방안연구 -스마트 미디어 기반 실감콘텐츠 활용을 중심으로)

  • Cho, Byung-Chul;Sim, Hichul
    • The Journal of the Korea Contents Association
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    • v.13 no.5
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    • pp.90-102
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    • 2013
  • K-POP has become a part of killer contents attracting worldwide attention beyond Asia. The purpose of this study aims to identify some critical factors for recent success of K-POP. In order to do that, the influence of the change in media on the globalization of popular culture was explored and its required conditions were analyzed. And the international and domestic contents production cases were investigated and the possibility of expansion of Korean Wave through reproduction of diverse contents was discussed. The potential markets for further development of Korean Wave were also analyzed and gave some suggestions for building new businesses model and effective infrastructure of among producer of contents, platform subscriber, network provider, terminal enterprise and retailers.

A study for the selection of small-dam locations in existing dam's basin by nonparametric index estimation (기존댐 상류 소규모댐 위치선정을 위한 비매개변수적 지수화 방안 연구)

  • Ahn, Byeng-Sun;Park, Joo-Bum;Na, Bong-Kil;Kim, Han-Jung;Cha, Young-Il
    • Proceedings of the Korea Water Resources Association Conference
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    • 2008.05a
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    • pp.1525-1530
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    • 2008
  • 최근의 기상이변 및 집중호우 등에 대응하기 위해 기존 다목적댐 상류지역에 대한 홍수를 저감시키고, 용수공급, 퇴사 및 탁수저감, 부유물 차단 및 레크레이션 등 기존댐의 효용 증진과 그 가치를 제고하기 위하여 다목적댐 상류에 소규모댐 설치 필요성이 커지고 있다. 따라서 본 연구에서는 소양강, 충주, 횡성, 안동, 임하, 합천, 남강, 밀양, 대청, 용담, 섬진강, 주암(본,조), 부안, 보령, 장흥 등 전국의 다목적댐 15개소의 상류 하천 및 유역을 대상으로 국내외 사례를 조사하여 소규모댐의 정의, 역할, 기능 및 효과를 제시하고 소규모댐의 필요성 및 사업의 타당성을 정립하며, 상류 소규모댐 개발 가능지점 선정을 위하여 댐별 특성을 고려한 수문현황, 환경기초현황 등의 문헌조사와 이를 토대로 도상검토 및 현장조사를 통한 홍수조절, 상류 용수공급, 퇴사, 탁수, 부유물, 레크레이션 등의 소규모댐의 필요성을 제시하여 지자체 및 지역의견 수렴후 개발지점을 선정하는 것이다. 개발지점 선정을 위하여 이수부문 및 치수부문으로 조사목적을 구분하였으며, 이수부분은 인구 현황 및 상수도 이용실태 등을 각 댐별 관련보고서 및 현황 자료를 조사 분석하여 개발의 필요성 및 지점을 결정하였고, 치수부분은 홍수피해액, 수해상습지 및 재해위험지구 등을, 소규모댐의 설치 목적별로 지표들을 핵함수를 이용한 비매개변수적 확률밀도함수법으로 지수화하여 우선순위를 결정하였다.

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An Analysis on Working Attitude of Workers in Integrated Social Welfare Facilities through Mediation Effects of Relationship Factors (관계요인의 매개효과를 통한 종합사회복지관 종사자의 직무태도에 관한 실증적 분석)

  • Kim, Kyung-Sook
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.2
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    • pp.189-197
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    • 2010
  • This study positively analysed the effects of service qualities of workers in integrated social welfare facilities on their working attitudes, targeting those who work for the welfare facilities. It identified the effects of service qualities such as tangibility, reliability, responsiveness, assurance, and sympathy on relationship factors such as relationship closeness through customization, organizational immersion and job satisfaction and presents suggestions to improve working attitudes of the workers. The results of the study are presented as follows: Reliability, responsiveness and assurance, service qualities of the workers, had effects on working attitudes. Relationship closeness through customization had an effect on organizational immersion and job satisfaction. Therefore, reliability, responsiveness and assurance that had effects on working attitudes of the workers were very significant factors and relationship closeness through customization were significant factors to improve working attitudes of the workers. This study presents political suggestions on the relations between service qualities of the workers in the welfare facilities and their working attitudes as alternatives.

A Normalized Loss Function of Style Transfer Network for More Diverse and More Stable Transfer Results (다양성 및 안정성 확보를 위한 스타일 전이 네트워크 손실 함수 정규화 기법)

  • Choi, Insung;Kim, Yong-Goo
    • Journal of Broadcast Engineering
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    • v.25 no.6
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    • pp.980-993
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    • 2020
  • Deep-learning based style transfer has recently attracted great attention, because it provides high quality transfer results by appropriately reflecting the high level structural characteristics of images. This paper deals with the problem of providing more stable and more diverse style transfer results of such deep-learning based style transfer method. Based on the investigation of the experimental results from the wide range of hyper-parameter settings, this paper defines the problem of the stability and the diversity of the style transfer, and proposes a partial loss normalization method to solve the problem. The style transfer using the proposed normalization method not only gives the stability on the control of the degree of style reflection, regardless of the input image characteristics, but also presents the diversity of style transfer results, unlike the existing method, at controlling the weight of the partial style loss, and provides the stability on the difference in resolution of the input image.

Anti-inflammatory and antioxidant effects of Barringtonia augusta Kurz extract (Barringtonia augusta Kurz 추출물의 항염증 및 항산화 효능 평가)

  • Ryu, Soo Ho;Kim, Min Jeong;Bach, Tran The;Jung, Sung Keun
    • Korean Journal of Food Science and Technology
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    • v.53 no.2
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    • pp.154-159
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    • 2021
  • Barringtonia augusta Kurz is a species of the genus Barringtonia. Although several studies have analyzed the biological activity of B. racemosa Roxb and B. acutangula, the anti-inflammatory and antioxidant effects of B. augusta extract (BKE) remain unclear. Therefore, in this study, we investigated the anti-inflammatory and antioxidant effects of BKE using lipopolysaccharide (LPS) and RAW 264.7. BKE suppressed LPS-induced nitric oxide (NO) and inducible NO synthase expression without affecting RAW 264.7 cell viability. Additionally, BKE showed 2,2-Diphenyl-1-picrylhydrazyl and 2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) radical scavenging capacities and inhibited LPS-induced reactive oxygen species production in RAW 264.7 cells. BKE also suppressed LPS-induced phosphorylation of IκB kinase and nuclear factor kappa-B (NF-κB) and p65 translocation from the cytosol to the nucleus in RAW 264.7 cells. These results suggest that BKE is a possible novel material that exerts beneficial antioxidant and anti-inflammatory effects through the inhibition of NF-κB signaling pathways.

A Study on the Analysis of Bridge Safety by Truck Platooning (차량 군집 주행에 따른 교량 안전성 분석에 관한 연구 )

  • Sangwon Park;Minwoo Chang;Dukgeun Yun;Minhyung No
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.27 no.2
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    • pp.50-57
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    • 2023
  • Autonomous driving technologies have been gradually improved for road traffic owing to the development of artificial intelligence. Since the truck platooning is beneficial in terms of the associated transporting expenses, the Connected-Automated Vehicle technology is rapidly evolving. The structural performance is, however, rarely investigated to capture the effect of truck platooning on civil infrastructures.In this study, the dynamic behavior of bridges under truck platooning was investigated, and the amplification factor of responses was estimated considering several parameters associated with the driving conditions. Artificial intelligence techniques were used to estimate the maximum response of the mid span of a bridge as the platooning vehicles passing, and the importance of the parameters was evaluated. The most suitable algorithm was selected by evaluating the consistency of the estimated displacement.