• 제목/요약/키워드: Analysis by modeling objectives

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Research trends in obesity & obesogenic environments in Korea

  • Lee, Myoungsook
    • Nutrition Research and Practice
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    • 제13권6호
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    • pp.461-472
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    • 2019
  • BACKGROUND/OBJECTIVES: Globally, it has been projected that there will be 2 billion overweight and 1 billion obese individuals by 2030. In Korea, the prevalence of adult obesity (BMI > 25) increased from 29.7% in 2009 to 32.4% in 2015. Moreover, childhood obesity, which leads to adulthood obesity, has increasingly become a social problem. The purpose of this review is to summarize the scientific basis for the development of effective models and policies aimed at preventing obesity over a lifetime based on research modeling obesogenic environments. MATERIALS/METHODS: The review focuses on the characteristics of obesity prevalence and trends in 3P analysis (papers, patents, and products) as well as government-funded projects in Korean obesity obesogenic environments over the last 10 years. RESULTS AND DISCUSSION: As a result of the 3P analysis, studies on obesity risk factors were frequently carried out, according to two data bases RISS (4.9%) and PubMed (24.7%). Since there were only 17% patents related to the mechanism of preventing obesity in 7,951 Korean patents related to obesity, new paradigms of technologies to dominate the global obesity markets are needed. After government-funded projects were analyzed, communication and cooperation in multi-governmental departments were suggested to elucidate the characteristics of Korean obesity. Government should also produce short- and long-term road maps to develop a practical, successful outcome. Although the rate of obesity in Korea is currently lower than in other developed countries according to WHO criteria, without adequate governmental intervention, obesity rates will approach those of the top countries with high incidence rates of obesity within the next 10 years.

Performance of bridge structures under heavy goods vehicle impact

  • Zhao, Wuchao;Qian, Jiang;Wang, Juan
    • Computers and Concrete
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    • 제22권6호
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    • pp.515-525
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    • 2018
  • This paper presents a numerical study on the performance of reinforced concrete (RC) bridge structures subjected to heavy goods vehicle (HGV) collision. The objectives of this study are to investigate the dynamic response and failure modes of different types of bridges under impact loading as well as to give an insight into the simplified methods for modeling bridge structures. For this purpose, detailed finite-element models of HGV and bridges are established and verified against the full-scale collision experiment and a recent traffic accident. An intensive parametric study with the consideration of vehicle weight, vehicle velocity, structural type, simplified methods for modeling bridges is conducted; then the failure mode, impact force, deformation and internal force distribution of the validated bridge models are discussed. It is observed that the structural type has a significant effect on the force-transferring mechanism, failure mode and dynamic response of bridge structures, thus it should be considered in the anti-impact design of bridge structures. The impact force of HGV is mainly determined by the impact weight, impact velocity and contact interface, rather than the simplification of the superstructure. Furthermore, to reduce the modeling and computing cost, it is suggested to utilize the simplified bridge model considering the inertial effect of the superstructure to evaluate the structural impact behavior within a reasonable precision range.

Digital Collaborative Network Architecture Model Supported by Knowledge Engineering in Heritage Sites

  • Marcio Crescencio;Alexandre Augusto Biz;Jose Leomar Todesco
    • Journal of Smart Tourism
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    • 제4권1호
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    • pp.19-29
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    • 2024
  • The objective of this article is to create a model of integrated management from the framework modeling of a digital collaborative network supported by knowledge engineering to make heritage site in the Brazil more effective. It is an exploratory and qualitative research with thematic analysis as technique of data analysis from the collaborative network, digital platform, world heritage, and tourism themes. The snowballing approach was chosen, and the mapping and classification of relevant studies was developed with the use of the spreadsheet tool and the Mendeley® software. The results show that the collaborative network model oriented towards strategic objectives should be supported by a digital platform that provides a technological environment that adds functionalities and digital platform services with the integration of knowledge engineering techniques and tools, enabling the discovery and sharing of knowledge in the collaborative network.

Structural Design and Analysis for 3D Ultrasonic Anemometer

  • Kim, Kyung-Won;Choi, Jae-Yeong;Lee, Woo-Jin;Lee, Seon-Gil
    • 센서학회지
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    • 제25권2호
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    • pp.86-90
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    • 2016
  • A 3D ultrasonic anemometer measures the direction and velocity of wind in a 3D space. The 2D ultrasonic anemometers developed by different manufacturers do not differ significantly in terms of their form or structure. The 3D ultrasonic anemometers, on the other hand, have more diverse forms than their 2D counterparts depending on the measurement algorithms and methods. Designing and reviewing the structure at the initial stage and defining its performance objectives are time-consuming processes. The process can be made cost-effective and time-saving if the validity is tested by model design and structural interpretation, and the structure is designed to withstand high wind velocities. This study presents the results of a 3D ultrasonic anemometer on real sample data by using a 3D modeling program, CATIA, for ultrasonic anemometer modeling.

자연재난 피해자의 우울이 삶의 질에 미치는 영향에 대한 경로분석 (A Path Analysis on the Effect of Depression on Quality of Life of Natural Disaster Victims in Korea)

  • 조명선
    • 한국학교ㆍ지역보건교육학회지
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    • 제22권1호
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    • pp.11-24
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    • 2021
  • Objectives: The purpose of this study was to examine the Path modeling effect among depression, Post-Traumatic Stress Disorders (PTSD), resilience, and social support on the quality of life (QoL) of natural disaster victims. Methods: This is a cross-sectional study with 1,979 disaster victims' cases by using the 4th Disaster victims panel survey in Korea. Data were collected from october 2018 to december 2018 and analyzed using regression analysis and path way analysis. Results: Perceived health, depression, social support, PTSD, resilience, and QoL showed significant correlations. PTSD was directly affected by depression and QoL was affected by PTSD. Social support was directly affected by depression and resilience was also directly affected by depression. QoL was affected by social support and resilience. Conclusion: This analysis highlighted that the relation between lower depression and QoL was mediated by greater social support and resilience and lower degree of PTSD. These results suggest that community health interventions and education that incorporate social support and resilience may improve the quality of life of natural disaster victims.

토픽 모델링을 활용한 한의원 리뷰 분석과 마케팅 제언 (Reviews Analysis of Korean Clinics Using LDA Topic Modeling)

  • 김초명;조아람;김양균
    • 대한한의학회지
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    • 제43권1호
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    • pp.73-86
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    • 2022
  • Objectives: In the health care industry, the influence of online reviews is growing. As medical services are provided mainly by providers, those services have been managed by hospitals and clinics. However, direct promotions of medical services by providers are legally forbidden. Due to this reason, consumers, like patients and clients, search a lot of reviews on the Internet to get any information about hospitals, treatments, prices, etc. It can be determined that online reviews indicate the quality of hospitals, and that analysis should be done for sustainable hospital marketing. Method: Using a Python-based crawler, we collected reviews, written by real patients, who had experienced Korean medicine, about more than 14,000 reviews. To extract the most representative words, reviews were divided by positive and negative; after that reviews were pre-processed to get only nouns and adjectives to get TF(Term Frequency), DF(Document Frequency), and TF-IDF(Term Frequency - Inverse Document Frequency). Finally, to get some topics about reviews, aggregations of extracted words were analyzed by using LDA(Latent Dirichlet Allocation) methods. To avoid overlap, the number of topics is set by Davis visualization. Results and Conclusions: 6 and 3 topics extracted in each positive/negative review, analyzed by LDA Topic Model. The main factors, consisting of topics were 1) Response to patients and customers. 2) Customized treatment (consultation) and management. 3) Hospital/Clinic's environments.

STATCOM을 이용한 교류 전기철도 급전시스템의 전압강하 보상 (Compensate Voltage Drop for Autotransformer-Fed AC Electric Railroad System with Single-Phase STATCOM)

  • 정현수;이승혁;김진오
    • 조명전기설비학회논문지
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    • 제16권5호
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    • pp.53-60
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    • 2002
  • 본 논문에서는 정전류 부하모델 교류 전기철도 AT 급전시스템을 회로망 해석법(Loop Equation Method)을 이용하여 실제 급전시스템과 유사하게 제약조건을 두고 여러 경우를 가정하여 모델링 하였다. 이 방법을 통해 앞으로 건설될 고속 전기철도 급전시스템의 전력품질에 영향을 줄 수 있는 전압강하에 주안점을 두고 정상급전의 경우뿐만 아니라 연장급전의 경우를 새롭게 확대 해석하였으며 이 결과를 동적 시뮬레이션 프로그램인 PSCAD /EMTDC를 이용하여 그 정확성과 실용성을 검증하였다. 또한 사례연구를 통해 전압 보상기를 설치하지 않는 경우와 STATCOM을 설치한 경우의 전압강하 보상효과를 PSCAD/EMTDC로 시뮬레이션 하여 검증하였다.

장노년층의 정보화교육 유용성과 삶의 만족감 관계 분석 (An Analysis of the Relationships between the Usefulness of Information Literacy Education and Life Satisfaction on the Older Adults in Korea)

  • 김희섭;이미숙;강보라
    • 한국도서관정보학회지
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    • 제46권2호
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    • pp.113-129
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    • 2015
  • 본 연구의 목적은 장노년층의 정보화교육이 그들의 삶의 만족감에 어떤 영향을 미치는지를 파악하는 것이다. 이와 더불어 이들을 대상으로 실시한 정보화교육이 정보 활용으로 이어져 그들의 삶의 만족감에 어떤 영향을 미치는지에 대해서도 파악하고자 한다. 본 연구의 목적을 달성하기 위하여 전국의 만50세 이상 227명의 설문 데이터를 AMOS를 활용하여 구조방정식으로 분석하였다. 본 연구에서 정보화교육은 그 유용성 측면에서 측정하였고, 정보활동은 그 편의성 측면에서 측정하였다. 분석결과 장노년층의 정보화교육은 그들의 삶의 만족감에 긍정적인 영향을 미치는 것으로 나타났으며, 장노년층의 정보화교육은 정보활용에도 긍정적인 영향을 미치는 것으로 나타났다.

랫드에 경구투여한 에틸파라벤의 독물동력학 모델링 (Toxicokinetic Modeling of Ethyl Paraben Administered Orally in Rats)

  • 김판기
    • 한국환경보건학회지
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    • 제40권5호
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    • pp.407-412
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    • 2014
  • Objectives: The internal dose of ethyl parabens is important in order to evaluate the risk of this chemical. However, there are little PK model data for parabens to apply this. This experiment attempted PK modeling to ascertain PK values. Methods: Twenty mg/kg ethyl paraben was administered orally to Sprague-Dawley rats at the same point in time. The rats were sacrificed at times 0, 15, 30 and minutes, and 1, 2, 4, 8, 12, 24 hours after oral gavage. Blood and urine were collected and pretreated for analysis. Accuracy, precision and LOD (limit of detection) were calculated for this analysis. Ethyl paraben, detected by HPLC-MS, was applied to PK modeling using Berkeley Madonna. Results: This study showed 100.1-103.7% accuracy, 1.4-3.7% precision and a 1.0 ng/mL limit of detection. Orally administered ethyl paraben reached maximum concentration after 30 minutes of dosing in serum and urine of rats. The concentrations were 2,354 ng/mL in serum and 386,000 ng/mL in urine samples. These peak concentrations were excreted after one hour of intubation over 12 hours. For the pharmacokinetic parameters of ethyl paraben revealed using Berkeley Madonna, the absorption rate was 5.539/hour, the excretion rate was 0.048/hour, the half-life was 14.441 hours and AUC was 481,186 ng hour/mL. Conclusion: Orally administered ethyl paraben was absorbed rapidly in rats and excreted in urine. This chemical, ethyl paraben, accumulated in the body but was excreted over 12 hours after dosing.

사회 계층에 따른 가족생활주기별 주거이동모형 연구 (A Modeling of Residential Mobility over Family Life Span by the Social Class)

  • 윤복자
    • 대한가정학회지
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    • 제30권4호
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    • pp.153-165
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    • 1992
  • The objectives of this study were to develop a probabilistic model for both hypotheses testing and mobility prediction. Methodologies being used for the analysis include multivariated analysis for descriptive statistics and logit model for hypotheses testing and prediction. The study used questionaire survey data conducted by Korean Research Institute for Human Settlements (KRIHS) in 1988. There were a total of 1,620 Samples, and both SPSS and Limdep software packages were used for statistical analysis and model testing. The major findings were highlighted as follows; The residential mobility over family life span by the social class were developed with the use of the probability model. Most of households in low class moved downwardly. They had lived the small-owned single detached house in first family life span and moved into the small-rented single detached house in next family life span. Most of households in middle class moved upwardly. They had lived the small-owned apartment in first family life span and moved into the large-owned single detached house in last family life span. Most of households in high class horizontally. They had lived the large-owned single detached house in first family life span and moved into the same one except in last family life span.

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