• Title/Summary/Keyword: 기술 분류

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A Study on Factors of Management of Diabetes Mellitus using Data Mining (데이터 마이닝을 이용한 당뇨환자의 관리요인에 관한 연구)

  • Kim, Yoo-Mi;Chang, Dong-Min;Kim, Sung-Soo;Park, Il-Su;Kang, Sung-Hong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.10 no.5
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    • pp.1100-1108
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    • 2009
  • The Objectives: The purpose of this study is to identify the factors related to management of DM in Korea. Methods: The subjects selected by using data of National Health and Nutrition Survey(NHANS) in 2005 were 415 adults, aged 20 and older, and diagnosed with DM. This study used data mining algorithms. This study validated the predictive power of data mining algorithms by comparing the performance of logistic regression, decision tree, and Neural Network on the basic of validation, it was found that the model performance of decision tree was the best among the above three techniques. Result: First, awareness of DM was positively associated with age, residential area, and job. The most important factor of DM awareness is age. Awareness rate of DM with 52 age over is 76.1%. Among the ${\geq}52$ age group, an important factor is family history. Among patients who are 52 years or over with family history of DM, an important factor is job. The awareness rate of patients who are 52 age over, family, history of DM, and professionals is 95.0%. Second, treatment of DM was also positively associated with awareness, region, and job. The most important factor of DM treatment is DM awareness. Treatment rate of patients who are aware of DM is 84.8%. Among patients who have awareness of DM, an important factor is region. The awareness rate of patients who are aware of DM in rural area is 10.4%. Conclusion: Finally, the result of analysis suggest that DM management programs should consider group characteristic of DM patients.

Impact Analysis of Complex Odor from Pigsty by Using ISCST3 (ISCST3을 이용한 돈사의 복합악취 영향 분석)

  • Kwon, Woo-Taeg;Hong, Sang-Pyo;Lee, Woo-Sik
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.12
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    • pp.6602-6609
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    • 2013
  • This study is expected to provide background data for establishing mitigation measures for malodor and for comparing complex odor criteria. The impact of malodor at the afflicted locations was analyzed using Industrial Source Complex Short Term 3 (ISCST3) model, which was recommended by the EPA. The Odor Emission Rates (ODR) for piglets and hogs were predicted based on the average, minimum, and maximum emission rates as classification. The forecasting result of the complex odor modelling of pigsty showed that tolerance limit was exceeded at an adjacent administration building, but tolerance limit was not surpassed at an afflicted location which was within 185m from the pigsty. The ISCST3 modelling of the satisfactory ODR for tolerance limit was accomplished at the administration building. From the prediction of this modelling, maximum emission rates based on 1hr at administration building were 10.59~52.93, 19.05~31.76, and 10.59 $OU/m^3/s/m^2$ at emission rates of 50%, 30%, and 10%. This emission rate was slightly higher than the tolerance limit of 10.00 $OU/m^3/s/m^2$. However, it was inferred that the tolerance limit could be satisfied if the emission rate of 10% was controlled.

Military Life Pattern of Maladjusted Soldiers (복무부적응 병사의 군생활 패턴)

  • Lee, Eun-Joo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.8
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    • pp.501-511
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    • 2020
  • This qualitative research examined the experiences and patterns of military life of service maladaptive soldiers. The research site was the place where the soldiers of the A-adaptive soldiers' healing program were conducted, and the study period was conducted from September 2016 to December 2017. Maladaptive soldiers' military life experience pattern was analyzed, and their experience consisted of three domains (early domain after joining the army, middle domain after joining the army, and last domain where they failed to adapt themselves), five cultural themes, 12 categories, and 29 attributes. The cultural themes of maladaptive soldiers in their military life experiences were as follows: facing unfamiliar military culture, hardship, being left alone in a group, pain becoming unbearable, and the last choice of leaving a painful military life. Maladaptive soldiers attempted suicide after they failed to overcome the psychological pain, but they needed help during their early period of adaptation. Moreover, during their middle period of adaptation, they needed guidance for their immature coping strategies, and ultimately they had misperceptions about their death together with a pessimistic view about their life. These results are expected to be used as basic data for the development of mental nursing arbitration programs and suicide prevention projects to help service maladaptive soldiers.

The Influence of Perfectionism and Ego-resiliency on Anxiety by Leisure Activity in Nursing Students (간호대학생의 여가활동에 따른 완벽성과 자아탄력성이 불안에 미치는 영향)

  • Jeon, Hae Ok;Kim, Ji Hye
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.7
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    • pp.134-143
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    • 2016
  • This study examined the effects of perfectionism and ego-resiliency on the anxiety in two groups of nursing students: leisure activity, and no leisure activity group. A total of 134 undergraduate students were recruited at two universities in A and B cities, Korea using the convenient sampling method. They were asked to complete a self-reported questionnaire for 11 days in October, 2015. The results showed that there were significant differences in the ego-resiliency (t=-3.80, p=.001) and anxiety (t=3.71, p<.001) according to the leisure activity. In the subjects who did not have leisure activities, perfectionism (${\beta}=.71$, p<.001) and ego-resiliency (${\beta}=-.29$, p=.003) were identified as significant predictors of anxiety and this model explained 58.0% of the variance in anxiety (F=34.50, p<.001). In the analysis according to the classification of current leisure activity, Perfectionism (${\beta}=.54$, p=.003) was identified as a significant predictor of anxiety in subjects doing travel watch and pastime amusement, and this model explained 26.0% of the variance in anxiety in nursing students (F=5.66, p=.009). Therefore, providing strategies to control anxiety can not only improve ego-resiliency, but also reduce perfectionism among nursing students. In addition, it is necessary to resolve the disturbance factors of the leisure activity and create an environment that promotes leisure activities in universities.

The Effect of the Fall Prevention Exercise Program Focussed on Strengthening of the Lower Extremity Muscles on the Change of Physical Function and Muscle Architecture of the Elderly (하지근력강화중심 낙상예방운동이 노인의 신체기능 및 근구조 변화에 미치는 영향)

  • Yang, Ji;Lee, Wan-Hee;Kang, Ki-Seon;Kim, Hyo-Sil
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.3
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    • pp.1904-1919
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    • 2015
  • This study was conducted to verify the effect of the fall prevention exercise program (FPEP). From 1st June to 14th July in 2014, 52 subjects above the age of 65 in 2 health clinics of A town, J city were randomly assigned to two groups(exercise 31, control 21). While exercise group performed FPEP twice a week for 6 weeks, control group received education only. The results showed significant difference between the two groups in the TUG of physical function(P=.032). There were no statistically significant difference between the two groups in the fear of falls, falls efficacy of mental functions. The result of ultrasound measurement of lower extremity muscles showed statistically significant differences between groups in the 7 items(RF CSA Contraction RF DIS Resting, TA Thickness Contraction, TA P-angle Contraction, GCM Thickness Resting, GCM Thickness Contraction, GCM P-angle Contraction)(p<.05). In conclusion, the FPEP is very effective in the prevention of falls.

모바일 컨텐츠 공급파트너와 서비스 제공업체의 관계에 대한 연구 -전략적 성과에 영향을 미치는 관계특성을 중심으로-

  • 송영욱
    • Proceedings of the Korean DIstribution Association Conference
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    • 2003.02a
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    • pp.169-200
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    • 2003
  • 소비자의 욕구변화와 정보기술의 발전으로 정보경제시대, 신경제시대가 도래함에 따라 가치사슬이 변화하고, 새로운 가치를 창출하는 신산업이 등장하고 있다. 인터넷의 확산과 더불어 선으로부터의 자유, 개인성, 즉시성이 가능한 모바일 비즈니스가 우리나라에서도 태동하고 있다. 모바일 비즈니스는 금융업체, 정보제공업체, 통신망 운용업체, 최종이용자간의 새로운 가치의 결합이 특징이며, 막 흐름이 만들어지고 발전되고 있는 상황이다. 이와 같이 다양한 이해관계자가개입하고 있어 협력이 특히 강조되고 또 요구되고 있다. 이러한 중요성에도 불구하고 이들간의 관계에 대한 연구가 미흡한 편이다. 따라서 본 연구는 모바일 비즈니스를 주도하고 있는 통신망 제공업체와 모바일 컨텐츠 공급 파트너간의 조직간 협력관계에 대한 실증 연구를 수행하였다. 관계마케팅, 거래비용, 자원기반관점, 네트워크 이론 등 기업간 관계를 기술, 설명, 예측하는 주요이론에서 논의되고 있는 개념을 바탕으로 본 연구는 컨텐츠 공급파트너의 전략적 성과에 영향을 주는 연구 모형을 제시한다. 최근 중요성이 더 강조되고 있는 항목은 신뢰와 결속임을 감안하여, 매개변수로써 전략적 성과에 영향을 주는 주요한 요소로 신뢰와 결속을 제시하고 있다. 컨텐츠 제공업체의 전략적 성과는 서비스제공업체에 대한 신뢰와 결속에 큰 영향을 받고있다는 점을 반영하고 있다. 한편 신뢰에 영향을 주는 독립변수로는 서비스 제공업체에 대한 평판, 서비스제공업체와 컨텐츠 제공 파트너간의 상호의사소통, 그리고 업무처리의 절차에 대한 공정성을 제시하고 있다 결속에 영향을 미치는 독립변수로는 동의된 목표, 업무정보교류, 거래특유자산의 3개의 변수를 선정하였다. 독립, 매개, 종속변수간의 9개의 연구 가설을 수립하였다. 국내의 주도적인 이동통신망소유업체에 모바일 컨텐츠를 공급하고 있는 170여개의 파트너를 대상으로 실증연구를 수행했다. 공변량 구조분석을 위주로 분석한 연구의 결과에 의하면 본 연구의 모델은 충분한 적합성을 보여주고 있는 것으로 나타났다. 또한 가설의 상당수가 채택이 되었다. 그러나 모바일 비즈니스의 기업간관계의 실제측면을 나타내는 업무정보교류와 결속자의 관계의 유의하지 않게 나와 기각되었다. 기각에 대한 여러 가지의 해석이 가능하지만 측정의 신뢰성을 확보해야 하고 개념의 타당성을 더 엄격하게 준수할 필요성이 제기되었다. 본 연구는 조직이론에 근거한 변수를 채택하고 있으나 모바일 비즈니스의 생명주기특성상 태동기이기 때문에 기업간 관계를 연구하는 측면에서는 탐험적 연구성격이 강하다. 더 나아가 본 산업의 주된 연구가 질적이고 기업내부만을 연구했던 것에 비교하면 시초적이라고 할 수 있다. 또한 관계마케팅, CRM 등의 이론적 배경이 되고 있는 신뢰와 결속의 중요성이 재확인하는 결과도 의의라고 할 수 있다. 그리고 신뢰는 양사 간의 상호관계에서 조성될 수 있는 특성을 가진 반면, 결속은 계약관계 초기단계에서 성문화하고 규정화 할 수 있는 변수의 성격이 강하다고 할 수가 있다. 본 연구는 복잡한 기업간 관계를 지나치게 협력적 측면에서만 규명했기 때문에 많은 측면을 간과할 가능성이 있다. 또한 방법론적으로 일방향의 시각만을 고려했고, 횡단적 조사를 통하고 국내의 한 서비스제공업체와 관련이 있는 컨텐츠 공급파트너만의 시각을 검증했기 때문에 해석에서 유의할 필요가 있다. 또한 타당성확보 노력을 기하였지만 측정도구 면에서 엄격한 개발과정을 준수하지는 못했다. 향후에는 모바일 컨텐츠 파트너의 기업의 특성을 조사하여 관계성 변수와의 상호관련연구를 진행할 필요가 있다. 관계기간, 의존성, 거래처의 단/복수여부, 서비스 범주 등의 제반 변수를 고려하여 이러한 변수가 양사와의 관계성 변수에 어떤 영향이 있는가를 검증할 필요가 있다. 또한 신뢰, 결속 등 다차원의 개념에 대한 심도 깊은 연구와 최근 제기되고 있는 이론의 확대도 필요하다. 마지막으로 신뢰와 결속에 영향을 미치는 요소간의 개념적 분류, 차이의 검증, 영향력 등을 광범위하게 진행시킬 필요가 있다.

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Study for the meaning of facade as media (디지털영상으로써 미디어파사드의 매체적 의미성 연구)

  • Lee, Jong Han
    • Cartoon and Animation Studies
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    • s.31
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    • pp.209-226
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    • 2013
  • With rapidly changing multimedia environment, various artistic changes and digitalized up-to-date social infra, urban environment construction based on culture contents has been activated. The large image in front of urban building that is expressed as media-façade, increasing rapidly in a recent period, is not a new thing at all. In addition, IT technology molten in city space is testing the possibility of new media through the meeting with architecture. However, unlike its infra enlargement, the definition about media-façade is not clear so the system was constructed in a level of night lightscape or outdoor image advertisement. The purpose of this guideline is the regulation from the negative aspect rather than the possibility of various visual, artistic media expressions. Therefore, it could not show essential concept of media-façade. Moreover, most of companies or building owners focus on short-term profit and marketing effect rather than prepare various contents so they can not use constructed infra properly. After all, in many cases, they discolor the meaning of media-façade. This paper is a pilot study to grasp the current definition of media-façade to construct right guideline of media-façade. On the basis of this study, it will prepare academic definition of media-façade and construct the guideline for design evaluation.

An Investigation of the Objectiveness of Image Indexing from Users' Perspectives (이용자 관점에서 본 이미지 색인의 객관성에 대한 연구)

  • 이지연
    • Journal of the Korean Society for information Management
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    • v.19 no.3
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    • pp.123-143
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    • 2002
  • Developing good methods for image description and indexing is fundamental for successful image retrieval, regardless of the content of images. Researchers and practitioners in the field of image indexing have developed a variety of image indexing systems and methods with the consideration of information types delivered by images. Such efforts in developing image indexing systems and methods include Panofsky's levels of image indexing and indexing systems adopting different approaches such as thesauri-based approach, classification approach. description element-based approach, and categorization approach. This study investigated users' perception of the objectiveness of image indexing, especially the iconographical analysis of image information advocated by Panofsky. One of the best examples of subjectiveness and conditional-dependence of image information is emotion. As a result, this study dealt with visual emotional information. Experiments were conducted in two phases : one was to measure the degree of agreement or disagreement about the emotional content of pictures among forty-eight participants and the other was to examine the inter-rater consistency defined as the degree of users' agreement on indexing. The results showed that the experiment participants made fairly subjective interpretation when they were viewing pictures. It was also found that the subjective interpretation made by the participants resulted from the individual differences in terms of their educational or cultural background. The study results emphasize the importance of developing new ways of indexing and/or searching for images, which can alleviate the limitations of access to images due to the subjective interpretation made by different users.

Curation Service to Improve User's Access to National R & D Information : Focusing on Issues R&D Service (사용자의 국가 R&D 정보 이용 접근성 향상을 위한 큐레이션 서비스 : 이슈로 보는 R&D 사례를 중심으로)

  • Yu, Eun-ji;Choi, Kwang-Nam;Hwang, Youna
    • The Journal of the Korea Contents Association
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    • v.20 no.9
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    • pp.1-10
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    • 2020
  • National R & D data covers information in all fields from basic science research to industrialization, but it is expressed in technical terms, which make it difficult for the public to use. Accordingly, NTIS developed and launched the data curation service 'R&D issue service', which selects national R&D information on national and social issues and provides them to the public. Therefore, this study aims to analyze the effect of a data curation service on NTIS users' access to R&D data and suggest how to develop the curation service. The R&D issue service extracts issue from the news article and provide related national R&D projects, achievements and major research institute. All raw data used for the service are open to the public, organized in a report format and provided as PDF files. In addition, automative process is developed for all NTIS users to make individual issue packaging like administrator. The results show that 'R&D issue service' launching increases users' access and convenience to R&D data related to major issues, and the number of page views of users increased after the service was opened.

The Design and Structural Analysis of the APV Module Structure Using Topology Optimization (위상 최적설계를 이용한 APV Module Structure의 설계 및 구조해석)

  • Kang, Sang-Hoon;Kim, Jun-Su;Park, Young-Chul
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.3
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    • pp.22-30
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    • 2017
  • This paper presents the research results of a light weight through topology optimization and structural safety evaluation through structural analysis of a pressure system structure installed in an off-shore plant. Conducting a structure design according to the wind load and the dynamic load at sea in addition to a self-load and structure stability evaluation are very important for structures installed in off-shore plants. In this study, the wind and dynamic load conditions according to the DNV classification rule was applied to the analysis. The topology optimization method was applied to the structure to obtain a lightweight shape. Phase optimization analysis confirmed the stress concentration portion. Topology optimization analysis takes the shape by removing unnecessary elements in the design that have been designed to form a rib shape. Based on the analysis results about the light weight optimal shape, a safety evaluation through structural analysis and suitability of the shape was conducted. This study suggests a design and safety evaluation of an off-shore plant structure that is difficult for structural safety evaluations using an actual test.