• 제목/요약/키워드: design thought

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A Comparative Study of Predictive Factors for Hypertension using Logistic Regression Analysis and Decision Tree Analysis

  • SoHyun Kim;SungHyoun Cho
    • Physical Therapy Rehabilitation Science
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    • 제12권2호
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    • pp.80-91
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    • 2023
  • Objective: The purpose of this study is to identify factors that affect the incidence of hypertension using logistic regression and decision tree analysis, and to build and compare predictive models. Design: Secondary data analysis study Methods: We analyzed 9,859 subjects from the Korean health panel annual 2019 data provided by the Korea Institute for Health and Social Affairs and National Health Insurance Service. Frequency analysis, chi-square test, binary logistic regression, and decision tree analysis were performed on the data. Results: In logistic regression analysis, those who were 60 years of age or older (Odds ratio, OR=68.801, p<0.001), those who were divorced/widowhood/separated (OR=1.377, p<0.001), those who graduated from middle school or younger (OR=1, reference), those who did not walk at all (OR=1, reference), those who were obese (OR=5.109, p<0.001), and those who had poor subjective health status (OR=2.163, p<0.001) were more likely to develop hypertension. In the decision tree, those over 60 years of age, overweight or obese, and those who graduated from middle school or younger had the highest probability of developing hypertension at 83.3%. Logistic regression analysis showed a specificity of 85.3% and sensitivity of 47.9%; while decision tree analysis showed a specificity of 81.9% and sensitivity of 52.9%. In classification accuracy, logistic regression and decision tree analysis showed 73.6% and 72.6% prediction, respectively. Conclusions: Both logistic regression and decision tree analysis were adequate to explain the predictive model. It is thought that both analysis methods can be used as useful data for constructing a predictive model for hypertension.

이미지 인식 기반의 컵 오염 여부 측정 시스템의 설계 및 구현 (Design and Implementation of Dangerous of Image Recognition based Cup Contamination Measurement System)

  • 이태준;채희석;이상원;김재민;정회경
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 추계학술대회
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    • pp.213-215
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    • 2022
  • 최근 이미지를 처리하는 딥러닝 기술이 화재 감지나 자율주행, 불량품 검출 등에서 다양하게 활용되고 있다. 특히, 제품이 오염되었는지 아닌지를 파악하기 위해 기존 센서 데이터에서 넘어온 오염물질을 통해 파악할 수 있지만, 제품의 균열이나 오염물질 자체를 이미지로 인식하는 기술도 다양한 분야에서 활발히 연구되고 있다. 본 논문에서는 오염되지 않은 정상적인 컵과 오염된 컵을 이미지를 통해 분류하는 시스템을 설계하고 이를 구현하였다. 이미지는 오픈 이미지와 촬영한 이미지를 사용하였고, 3D 객체 인식을 위한 Google Objectron을 활용해 컵 이미지의 상단 부분을 추출하여 이미지를 분석하였다. 본 연구를 통해 위생 분야에서 필요한 제품의 오염도를 이미지 기반으로 추출할 수 있는 연구에 다각도로 활용할 것으로 사료된다.

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Caffe Bene: Creating Values for Customers

  • Ahn, Kwangho;Yoo, Changjo;Kim, Youngchan
    • Asia Marketing Journal
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    • 제14권3호
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    • pp.185-197
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    • 2012
  • Caffe Bene, one of the most notable coffeehouse chain brands in Republic of Korea, gives us some thought-provoking issues in terms of sustainable success. Despite harsh competition among various coffeehouse brands, Caffe Bene has been accomplished astonishing outcomes in domestic market and now ranked 2nd place in sales among the global coffeehouse franchise in 2010 and 2011. These achievements were possible mainly because Caffe Bene adopted distinctive shop design, maintained aggressive marketing strategy, developed new menu, and combined the unique Korean culture with ordinary concept of café to make its place attractive. However, since Korean coffeehouse market is getting saturated and consumers are becoming savvy about coffee, Caffe Bene needs to find a new solution to overcome growth stagnation. Besides, many experts pointed out that irrational increase in the number of stores might hurt its business in the aspect of managing distribution channel and providing consistent services. Also, customers of Caffe Bene have shown that it has to complement its critical weaknesses: inferior coffee taste and relatively high price for a cup of coffee. Especially, some people view that the company is shifting its high rental fee, interior cost and PPL marketing cost to consumers by charging high price for coffee. To get over the problems, Caffe Bene is currently using C/S Consumer Management System though experts are questioning about the efficacy because of the conflict between purpose of the system and the headquarters' plan. Present CEO Kim also announced that the company will complete its logistics system in the latter half of 2012 to provide stores with more high quality coffee beans to improve taste of coffee. Thus, in this case, we describe how Caffe Bene succeeded in Korean market and enumerate its key success factors. Also, we specify the long-term goals of Caffe Bene and introduce the current policies and strategies to show how the company is working on to achieve its ultimate goal. By reading and analyzing this business case, students could get useful insights regarding franchise management and think about issues on competing in a saturated market. Also, it would be worthwhile to generate creative solutions for the problems that Caffe Bene is now facing to broaden the practical perspective.

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The Characteristics related to Pulmonary Rehabilitation in Patients with Chronic Obstructive Pulmonary Disease: A Cross-sectional Study, Data from the Korea National Health and Nutrition Examination Survey 2015-2019.

  • Kyeongbong Lee
    • Physical Therapy Rehabilitation Science
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    • 제12권3호
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    • pp.229-239
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    • 2023
  • Objective: Patients with chronic obstructive pulmonary disease (COPD) may experience reduced physical activity and quality of life (QoL) due to decreased pulmonary function. The purpose of this study was to investigate the level of pulmonary function, physical activity, and QoL of COPD patients. Design: Cross-sectional observational study. Methods: This study examined the published data of the Korea National Health and Nutrition Examination Survey in 2015-2019. Among 39,759 subjects who participated for 5 years, data from 151 patients diagnosed with COPD were analyzed separately. For the pulmonary function, the results of forced vital capacity (FVC), forced expiratory volume in 1 second (FEV1), FEV6, forced expiratory flow 25-75%, and peak expiratory flow were observed. Physical activity was identified as frequency and duration. For the QoL, EQ-5D-3L evaluation results were examined, and the frequency and index of the Korean version were investigated. Results: In pulmonary function, all variables were found to be lower than age and weighted matched normal values. COPD patients showed to perform very low levels of high/medium physical activity and sitting time was confirmed to be more than 8 hours a day. In QoL, it was found that the highest reporting rate of some problems was the "pain and discomfort" and "mobility". Conclusions: It was found that COPD patients showed that the prevalence of circulatory disease was relatively high, lowered pulmonary function, and QoL. These can be improved through regular physical activity, and it is thought that this can be achieved through optimization of pulmonary rehabilitation.

만성질환 아동의 또래애착과 행복감 간의 관계에서 자아존중감과 신체적 자아상의 다중병렬매개효과 (Multiple-Parallel Mediation Effects of Self-Esteem and Body-Image in the Relationship between Peer Attachment and Happiness in Children with Chronic Illness)

  • 김상우;이병희;조민솔
    • 대한물리치료과학회지
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    • 제30권4호
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    • pp.17-28
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    • 2023
  • Background: The purpose of this study is to examine the multiple-parallel mediation effects of self-esteem and body-image on the relationship between peer attachment and happiness in children with chronic diseases. In addition, this study aims to provide a basis for supporting psychological services alongside therapeutic services as a way to increase the overall happiness of children with chronic diseases. Design: This study utilized data from the 2020 Panel Study on Korean Children. Methods: The survey method was conducted as a survey by investigators, and the number of cases used in the study was 363. Results: First, children's peer attachment is associated with higher levels of overall happiness. Second, it can see that peer attachment not only increases self-esteem, but also leads to a positive perception of one's own body-image. Third, it can be seen that peer attachment, high self-esteem, and positive perception of body-image increase children's overall happiness. Finally, it can be seen that peer attachment can increase children's happiness through self-esteem and body-image Conclusion: It is thought that a more positive prognosis can be expected when psychological support is provided together with therapeutic treatment in providing medical services for children with chronic diseases.

간호대학생의 하브루타 수업 참여 경험: 현상학적 연구 (Nursing Students' Experiences of Participating in Habruta Teaching Method: A Phenomenological Study)

  • 양정하;이윤주
    • 산업융합연구
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    • 제21권10호
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    • pp.91-101
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    • 2023
  • 본 연구는 전공교과목의 하브루타 수업에 참여한 학생들의 경험을 확인하여 본질을 파악하기 위해 시도되었다. 2022년 11월 22일부터 2022년 12월 6일까지 간호대학생 8명을 대상으로 심층 인터뷰를 개별적으로 시행하여 자료 수집을 하였고 Colaizzi의 현상학적 분석 방법론을 적용하여 자료를 분석하였다. 간호대학생의 하브르타 수업 참여 경험은 '걱정과 기대의 공존', '이해와 습득의 과정', '지속적인 부담과 불편함', '압박감 속에서 나아감과 퇴보함', '인정받으며 찾아가는 안정감', '긍정으로의 생각전환'의 6가지 범주가 나타났다. 추후 간호대학생의 긍정적인 하브루타 수업 참여를 위해서는 적합한 수업설계, 교수-학생간 적극적인 의사소통 채널 마련 및 교수자의 역량 강화 등이 요구된다.

서빙로봇이 레스토랑 이용고객의 태도 및 행동의도에 미치는 영향: 확장된 통합기술수용이론과 수줍음의 조절효과를 중심으로 (The Effect of Serving Robots on Attitude and Behavioral Intention of Restaurant Customers: Focused on UTAUT2 and Moderating Effect of Shyness)

  • 강승래;한상호;배소혜;윤여현
    • 한국프랜차이즈경영연구
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    • 제15권2호
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    • pp.57-75
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    • 2024
  • Purpose: Nowadays, many restaurants use serving robots. Initially, many people thought that Covid-19 caused the spread of serving robots. However, even as the endemic, many restaurants still use serving robots. Therefore, this study examines why many customers choose restaurants with serving robots, using the UTAUT2 framework. Additionally, this study explores whether shyness has a moderating effect on these factors. Research design, data and methodology: Data were collected from 307 consumers who had visited a restaurant using a serving robot and analyzed using SmartPLS 4.0 software. A total of 286 datasets were analyzed. Result: We found that the precedence factors of UTAUT2 (Performance Expectancy, Effort Expectancy, Social Influence, Facilitating Condition, Hedonic Motivation) had a positive effect on attitude. Furthermore, attitude had a significant positive effect on Behavioral Intention. However, shyness did not appear to have a moderating effect among these factors. This is likely due to customers using serving robots for very short time, as identified in the literature review. Conclusions: As a result of this study, it was explained that Hedonic Motivation had the most significant positive effect on shaping attitudes toward restaurants using serving robots through the UTAUT2 model.

Predicting strength and strain of circular concrete cross-sections confined with FRP under axial compression by utilizing artificial neural networks

  • Yaman S. S. Al-Kamaki;Abdulhameed A. Yaseen;Mezgeen S. Ahmed;Razaq Ferhadi;Mand K. Askar
    • Computers and Concrete
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    • 제34권1호
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    • pp.93-122
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    • 2024
  • One well-known reason for using Fiber Reinforced Polymer (FRP) composites is to improve concrete strength and strain capacity via external confinement. Hence, various studies have been undertaken to offer a good illustration of the response of FRP-wrapped concrete for practical design intents. However, in such studies, the strength and strain of the confined concrete were predicted using regression analysis based on a limited number of test data. This study presents an approach based on artificial neural networks (ANNs) to develop models to predict the strength and strain at maximum stress enhancement of circular concrete cross-sections confined with different FRP types (Carbone, Glass, Aramid). To achieve this goal, a large test database comprising 493 axial compression experiments on FRP-confined concrete samples was compiled based on an extensive review of the published literature and used to validate the predicted artificial intelligence techniques. The ANN approach is currently thought to be the preferred learning technique because of its strong prediction effectiveness, interpretability, adaptability, and generalization. The accuracy of the developed ANN model for predicting the behavior of FRP-confined concrete is commensurate with the experimental database compiled from published literature. Statistical measures values, which indicate a better fit, were observed in all of the ANN models. Therefore, compared to existing models, it should be highlighted that the newly developed models based on FRP type are remarkably accurate.

미술 공예 운동과 후기 인상주의 비교 예술론 연구 (A Study on the Comparative Art theory in the Arts and Crafts Movement and Post-impressionism)

  • 박연실
    • 디자인학연구
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    • 제20권
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    • pp.279-291
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    • 1997
  • The history of modern design begins with the arts and crafts movement(1860). The importance of the movement which decorated the outset gave birth to all the trends of thought which would occur under the circumstances within it, and is deemed that the ideas of the figures who played an active part in the movement might be ceaselessly continued through the works and ideas of their outstanding juniors or purpils as a doctrine of the philosophy of design. Therefore, it might be a prerequisite that the significance and spirit of the movement, and its developing process should be addressed in detail in the first place, but for the limited space of this paper, it was intended to desvribe only the part which can be interpreted in duplicate, linked with post-impressionism. The subject of this thesis is about a theory of art in which both ideas of the movement(1860) and the post-impressionism(1910) are comparatively reviewed. The genre, strictly speaking, is classified into the history of painting, and there is a gap fo about an half century between the issues which are comparatively discussed here. Both the movements began in a same environmental place of England, specially the movement at Milieu in England, and since there is a common point that the representative runners of each movement, William Morries(1834-1896) and Roger Fry(1866-1934), belong to a same race of Engol-Saxon, their ideas coincide with an aesthetic scholar, H. Tanie's aesthetic interpretation method and the more important is, as being elucidated in the comment and aesthetic theory for which Roger Fry gave effort and activity in his later life, that when he read intensively Ruskin's books, $\ulcorner$Modern Painters$\lrcorner$and$\ulcorner$Stones of Venice$\lrcorner$he had solidified his idea of post-impressionism while giving approval and criticism on them. After all, as in a co-painter, Windyham Lewis's reference of 'Roger Fry's Too Late Morris Movement', he, inspired by the actual activities of Morris, played activities similar to that of Morris in which exhibiting and selling some of his decorative art works signed by him and the works of post-impressionism through (1913-1920). Herein, that is wished to add a remark by this author is a point that the author of$\ulcorner$Vision and Design$\lrcorner$, Roger Fry, has not be made a subject of discussion specially in the Korean world of design. So, with this case of a thesis, it's wished that many latent awakened, design persons in korea give efforts to researching into Roger Fry so that their findings could be officially announced in the would. By the way, what is tried to describe in this paper from now on is to analyse and review the origin of post-impressionism which idea was first coined in the art world through the 1st and 2nd exhibitions of 'Manet and Post-impressionism' which were opened each at the Grafton Gallery in 1910 and 1913 by him. And also, it is intended to review it through the art journals and some references by critics of the day in which favorable criticism or severe criticism were ready to comment through the opinions and influences of the coworkers of Roger Fry, say, Clive Bell, Desmond Maccarthy, etc. and of himself as a main axis, on the art ideas of Gauguin, Gogh, Matisse, and Cezanne whose works were the typical ones participated and exhibited in those 1st and 2nd exhibitions.

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임플란트의 직경, 길이 및 디자인변화가 임플란트 안정성지수(ISQ)에 미치는 영향 (The influence of implant diameter, length and design changes on implant stability quotient (ISQ) value in artificial bone)

  • 이정열;이원창;김민수;김종은;신상완
    • 대한치과보철학회지
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    • 제50권4호
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    • pp.292-298
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    • 2012
  • 연구 목적: 이 연구의 목적은 임플란트의 직경, 길이 및 디자인의 변화가 임플란트 안정성 지수에 미치는 영향을 비교하는 것이다. 연구 재료 및 방법: 골질차이에 의한 변수를 제거하기 위해 상악골 평균밀도와 유사한 균일한(0.48g /$cm^3$) 밀도를 가진 Polyuretane foam blocks (Sawbones$^{(R)}$, Pacific Research Laboratories Inc, Vashon, Washington)을 이용, 임플란트(Implantium$^{(R)}$, Dentium, Seoul, Korea)를 다양한 직경(${\phi}3.8$, ${\phi}4.3$${\phi}4.8$)과 길이(8, 10 및 12 mm)로 식립하여 그 변화가 임플란트 안정성 지수(Implant Stability Quotient, ISQ)에 미치는 영향을 비교하였다. 또 같은 직경과 길이(${\phi}4.3{\times}10mm$)에서 submerged와 non-submerged (SimplelineII$^{(R)}$, Dentium, Seoul, Korea) 디자인이 ISQ 에 미치는 영향을 비교하였다. 식립 회전력의 영향을 배제하기 위해 동일한 35 N의 Torque로 각 실험군당 10개씩 총 60개의 임플란트를 식립하였다. Osstell$^{TM}$ mentor(Integration Diagnostic AB, Sweden)를 이용하여 공진주파수를 측정한 후 ISQ 값으로 기록하였고, 그 결과를 one-way ANOVA와 Tukey HSD test로 분석하였다(${\alpha}$=.05). 결과: 1. 임플란트 직경의 변화는 ISQ에 영향을 미치지 않았으나(P>.05), 임플란트 길이가 증가함에 따라 ISQ도 증가하였다(P<.001). 2. 임플란트 디자인의 변화는 ISQ와 유의한 상관관계를 보여 Submerged 디자인의 ISQ가 non-submerged 디자인보다 높게 나타났다(P<.05). 결론: 임플란트 안정성을 높이기 위해서는 가능한 길이가 긴 임플란트를 식립하는 것이 유리하며, 같은 길이의 임플란트에서 볼 때 Non-submerged 디자인보다 submerged 디자인이 더 높은 ISQ를 얻을 수 있을 것으로 생각된다.