• 제목/요약/키워드: Field Utilization System

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GEase-K: 부가 정보를 활용한 선형 및 비선형 오토인코더 기반의 추천시스템 (GEase-K: Linear and Nonlinear Autoencoder-based Recommender System with Side Information)

  • 이태범;이승학;마민정;조윤호
    • 지능정보연구
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    • 제29권3호
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    • pp.167-183
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    • 2023
  • 최근 추천시스템 분야에서는 희소한 데이터를 효과적으로 모델링하기 위한 다양한 연구가 진행되고 있다. GLocal-K(Global and Local Kernels for Recommender Systems)는 그중 하나의 연구로 전역 커널과 지역 커널을 결합하여 데이터의 전역적인 패턴과 개별 사용자의 특성을 모두 고려해 사용자 맞춤형 추천을 제공하는 모델이다. 하지만 GLocal-K는 커널 트릭을 사용하기 때문에 매우 희소한 데이터에서 성능이 떨어지고 부가 정보를 사용하지 않아 새로운 사용자나 아이템에 대한 추천을 제공하는 데 어려움이 있다. 본 논문에서는 이러한 GLocal-K의 단점을 극복하기 위해 EASE(Embarrassingly Shallow Autoencoders for Sparse Data) 모델과 부가 정보를 활용한 GEase-K(Global and EASE kernels for Recommender Systems) 모델을 제안한다. 우선 GLocal-K의 지역 커널 대신 EASE를 활용하여 매우 희소한 데이터에서 추천 성능을 높이고자 하였다. EASE는 단순한 선형 연산 구조로 이루어져 있지만, 규제화와 아이템 간 유사도 학습을 통해 매우 희소한 데이터에서 높은 성능을 내는 오토인코더이다. 다음으로 Cold Start 완화를 위해 부가 정보를 활용하였다. 학습 과정에서 부가 정보를 추가하기 위해 조건부 오토인코더 구조를 적용하였으며 이를 통해 사용자-아이템 간의 유사성을 더 잘 파악할 수 있도록 하였다. 결론적으로 GEase-K는 선형 구조와 비선형 구조의 결합, 부가 정보의 활용을 통해 매우 희소한 데이터와 Cold Start 상황에서 강건한 모습을 보인다. 실험 결과, GEase-K는 매우 희소한 GoodReads, ModCloth 데이터 세트에서 RMSE, MAE 평가 지표 기준 GLocal-K 보다 높은 성능을 보였다. 또한 GoodReads, ModCloth 데이터 세트를 4개의 집단으로 나누어 실험한 Cold Start 실험에서도 GLocal-K 대비 Cold Start 상황에서 좋은 성능을 보였다.

전과정평가를 이용한 유채재배의 환경영향 평가 (Environmental Impact Assessment of Rapeseed Cultivation by Life Cycle Assessment)

  • 홍승길;남재작;신중두;옥용식;최봉수;양재의;김정규;이성은
    • 한국환경농학회지
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    • 제30권1호
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    • pp.24-30
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    • 2011
  • 유채 재배 전과정이 환경에 미치는 영향을 전과정평가 기법으로 분석하였다. 유채재배 과정을 평가하기 위해 비료, 농약, 농기계 사용에 따른 에너지 소비량, 작업시간 등을 조사하여 평가의 기능 단위인 유채 1톤을 기준으로 분석하였다. Eco-Indicator 95방법으로 8개 영향범주에 대해 전과정영향을 평가한 결과 유채 1톤을 생산하는데 온실가스 216 kg $CO_2$-eq., 오존층 고갈 3.98E-05 kg CFC-11-eq., 산성화 1.78 kg $SO_2$-eq., 부영양화 0.28 kg $PO_4$-eq., 중금속 5.23E-03 kg Pb-eq., 발암 물질 2.51E-05 kg B(a)p-eq., 스모그 1.24 kg SPM-eq., 에너지자원 6,460 MJ LHV의 영향을 미치는 것으로 나타났다. 이 중 90%가 화학비료에서 기인하는 것으로 분석되었다. 유채 생산량이 1 톤 증가하였을 경우에 대한 민감도 분석에서는 배출량은 동일하였으나 단위 면적당 생산량이 증가하여 유채 1톤에 대한 환경 부하는 22% 감소하는 것으로 평가되었다. 따라서 친환경농업 또는 자원순환농업을 통하여 화학비료의 사용량을 줄이면 유채 재배에 있어 농업부문 온실가스 배출량이 상당부분 감소될 것으로 판단되었다.

네트워크 구조와 조직학습문화, 지식경영참여가 개인창의성 및 성과에 미치는 영향에 관한 실증분석: SI제안팀과 R&D팀의 비교연구 (Exploring Influence of Network Structure, Organizational Learning Culture, and Knowledge Management Participation on Individual Creativity and Performance: Comparison of SI Proposal Team and R&D Team)

  • 이건창;서영욱;채성욱;송석우
    • Asia pacific journal of information systems
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    • 제20권4호
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    • pp.101-123
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    • 2010
  • Recently, firms are operating a number of teams to accomplish organizational performance. Especially, ad hoc teams like proposal preparation team are quite different from permanent teams like R&D team in the sense of how the team forms network structure and deals with organizational learning culture and knowledge management participation efforts. Moreover, depending on the team characteristics, individual creativity will differ from each other, which will lead to organizational performance eventually. Previous studies in the field of creativity are lacking in this issue. So main objectives of this study are organized as follows. First, the issue of how to improve individual creativity and organizational performance will be analyzed empirically. This issue will be performed depending on team characteristics such as ad hoc team and permanent team. Antecedents adopted for this research objective are cultural and knowledge factors such as organizational learning culture, and knowledge management participation. Second, the network structure such as degree centrality, and structural hole is used to analyze its influence on individual creativity and organizational performance. SI (System Integration) companies are facing severely tough requirements from clients to submit very creative proposals. Also, R&D teams are widely accepted as relatively creative teams because their responsibilities are focused on suggesting innovative techniques to make their companies remain competitive in the market. SI teams are usually ad hoc, while R&D teams are permanent on an average. By taking advantage of these characteristics of the two kinds of teams, we will prove the validity of the proposed research questions. To obtain the survey data, we accessed 7 SI teams (74 members), and 6 R&D teams (63 members), collecting 137 valid questionnaires. PLS technique was applied to analyze the survey data. Results are as follows. First, in case of SI teams, organizational learning culture affects individual creativity significantly. Meanwhile, knowledge management participation has a significant influence on Individual creativity for the permanent teams. Second, degree centrality Influences individual creativity significantly in case of SI teams. This is comparable with the fact that structural hole has a significant impact on individual creativity for the R&D teams. Practical implications can be summarized as follows: First, network structure of ad hoc team should be designed differently from one of permanent team. Ad hoc team is supposed to show a high creativity in a rather short period, implying that network density among team members should be improved, and those members with high degree centrality should be encouraged to show their Individual creativity and take a leading role by allowing them to get heavily engaged in knowledge sharing and diffusion. In contrast, permanent team should be designed to take advantage of structural hole instead of focusing on network density. Since structural hole can be utilized very effectively in the permanent team, strong arbitrators' merits in the permanent team will increase and therefore helps increase both network efficiency and effectiveness too. In this way, individual creativity in the permanent team is likely to lead to organizational creativity in a seamless way. Second, way of Increasing individual creativity should be sought from the perspective of organizational culture and knowledge management. Organization is supposed to provide a cultural atmosphere in which Innovative idea suggestions and active discussion among team members are encouraged. In this way, trust builds up among team members, facilitating the formation of organizational learning culture. Third, in the ad hoc team, organizational looming culture should be built such a way that individual creativity can grow up fast in a rather short period. Since time is tight, reasonable compensation policy, leader's Initiatives, and learning culture formation should be done In a short period so that mutual trust is built among members quickly, and necessary knowledge and information can be learnt rapidly. Fourth, in the permanent team, it should be kept in mind that the degree of participation in knowledge management determines level of Individual creativity. Therefore, the team ought to facilitate knowledge circulation process such as knowledge creation, storage, sharing, utilization, and learning among team members, which will lead to team performance. In this way, firms must control knowledge networks in permanent team and ad hoc team in a way mentioned above so that individual creativity as well as team performance can be maximized.

농촌지역의 일차보건사업 개발을 위한 기초조사 연구 - 경기도 여주군 금사면 산북부락을 중심으로 - (A Baseline Survey on Development of Primary Health Care in the Rural Korea -Sanpuk Village, Kumsa-Myun, Yuju- Gun, Kyunggi-Do-)

  • 김명호;윤석우;이해숙
    • 농촌의학ㆍ지역보건
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    • 제12권1호
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    • pp.5-27
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    • 1987
  • It is widely recognized that primary health care in the community is one of the most important and effective health measures in these days. However, it is reality that unsatisfactory health care system, ineffective utilization of health care by the community people in the rural area are hampering better understanding for primary health care. Therefore promoting health for the rural people and increasing understanding about primary health care, the baseline survey in the community focused in examination for safe community water supply was carried out. The survey was conducted through August 25-31, 1986 in order to find out health problems and relevant factors and to define the demographic characteristics of $^*$Sanpuk village, Kumsa-Myun, Yuju-Gun, Kyunggi-Do, Korea. Household survey was carried out for every home by trained interviewers. The major results are found out as follows : 1) 84.2%(400 houses) of total households were surveyed because 15.8%(75 houses) were unable to survey due to either refusal against interview or absence of family. These 400 households were composed of 1,697 residents(male:830, female 867). Educational level of respondents showed 34.1% as elementary school graduated. Religion distribution showed Buddism(23.8%) as the most dominant. 50.7% of respondents married in the area. 2) Most households(91.5%) have lived in their own house in Sanpuk area. Average family size showed 4.3. More than half of residents(64.2%) have used public supplied water tap. Only 1.5% of the households had a flush toliet. The rest of households have still used primitive insanitary latrines. 3) 32.5% of residents have used gas burner for cooking and for heating in the house, and the coal briquet were used for boiler. Lack of convenient public transportation was the chief complaint for their day life. 4) Each household occupied 1,990 pyungs of rice paddy and 1,170 pyungs of ordinary field in average. Beside farming products, mushroom was the highest product. 5) Sixth percent of households in the survey area regularly participated in community meeting one hand and on the other hand 39.5% never participated. Most of respondents closely contacted with their neighbours and they seemed very friendly each other. 6) The prevalence rate of illness and injury during recent 15 days showed 48.3 per 1,000. The prevalence rate of chronic illnesses during the past one year showed 74 per 1,000. Injury and accident lead the higher portion(22.0%) in the former and in the latter pain(arthritis, back-pain) showed 27.0% as the dominant sickness. 87.8% of the ill residents in the former received medical treatment. As the most frequently utilized medical facility, the clinic or hospital were counted. Among the residents suffering from chronic illnesses, 77.3% in Sanpuk area get some kind of medical treatments and they rarely utilized the clinic or hospital. The reason why the patient did not receive any medical care was found out the fact that symptoms of illness was light or mild and economic problems was serious. 7) Average age of marriage showed 21.6 years old in the women and the average duration of marital period was shown for 15.1 years. The married woman in reproductive age in Sanpuk area had experienced pregnancies 4 times in the aver-age including 0.7 time of pregnancy in average were interrupted by induced abortion and 0.3 time by spontaneous abortion respectively. The practicing rate of the family planning of the married woman during reproductive ages showed 70.7% and the tuballigation was found out as the most frequently used contraceptives. 8) Among woman who has children under 2 years old, 70.0% had received the prenatal care for the last pregnancy. However, the average number of prenatal care visitis per woman showed 3.3 times. Fifty-two % of woman who received the postnatal care for the last delivery showed only 37.5%. 9) Immunization rate of the children under 2 years old showed relatively high and looked successful. The breast feeding for these children showed dominantly in the most. Most of the mothers in Sanpuk area had started the supplementary diet during weaning period of their infants of 6th and 7th month after birth. * : Sanpuk area is a demstration area for community development which has been supported by the Community Development Foundation during the part 10 years. The village is relatively closer to urban area such as Seoul, However, it has a similar characteristics shown as a remote village because of geographical location and inconvenient transportation at present.

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가선집재작업에서의 작업 생산성 및 비용 분석 (Comparison of Harvesting Productivity and Cost of Cable Yarding Systems)

  • 한원성;한한섭;김남훈;차두송;조구현;민도홍;권기철
    • 한국산림과학회지
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    • 제103권1호
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    • pp.87-97
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    • 2014
  • 본 연구에서는 임목수확작업에 사용되는 집재기계의 작업효율성을 분석하여 경사가 급한($20^{\circ}$ 이상) 작업조건에 적합한 가선계 집재기계를 선정하는데 기초 정보를 제공하고자, 타워야더(RME-300T), 트랙터부착형 집재기(일명 : 춘천집재기), 트랙터윈치(FARMI) 등에 의한 집재작업에서의 작업생산성 및 비용을 비교 분석하였다. 평균 흉고직경이 20 cm, 집재거리 60 m, 가로집재거리 10 m, 그리고 기계이용률이 70%인 동일한 작업 조건에서 작업이 이루어질 경우, 타워야더의 1일 집재작업 생산성은 $33.04m^3$/일, 트랙터부착형 집재기는 $38.47m^3$/일, 그리고 트랙터윈치는 $14.17m^3$/일으로 분석되었으며, 이에 따른 집재작업비용은 각각 25,105원/$m^3$, 20,520원/$m^3$, 37,835원/$m^3$으로 나타났다. 동일한 작업조건에서 집재거리에 따른 각 집재기계별 작업효율성을 비교하였을 경우, 집재거리가 40 m 이내로 짧을 경우에는 트랙터윈치에 의한 집재작업이 효율적이며, 40~140 m의 집재거리에서는 춘천집재기가, 140 m 이상의 장거리 집재작업에서는 타워야더가 가장 효율적인 것으로 나타났다.

식량증산을 위한 유휴사지(遊休砂地) 및 사질계(砂質系) 농지(農地) 활용(活用)에 관한 기초적(基礎的) 연구(硏究) -1. 수도(水稻)의 사지재배(砂地栽培)에 관한 연구(硏究) (Studies on the utilization of sandy barren lands and sandy farm lands of low productivity -1. Studies on growing rice-plant in sandy barren lands)

  • 김용철;최규호
    • 한국토양비료학회지
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    • 제9권1호
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    • pp.33-38
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    • 1976
  • 전국(全國)에 널리 분포(分布)한 유휴사지(遊休沙地)를 활용(活用)하여 식량증산(食糧增産)을 도모하고 사질계농지(沙質系農地)의 생산성(生産性)을 제고(提高)할 기초적연구(基礎的硏究)로서 수도(水稻)의 사지재배시험(沙地栽培試驗)을 다음과 같이 실시(實施)하였다. 1. 불모사토(不毛沙土)에 수도(水稻)(품종(品種) IR667)를 재배(栽培)하였고 재배법(栽培法)은 사토(沙土)의 양수분보축역(養水分保蓄力)을 보완(補完)하기 위하여 저농도(低濃度)의 양액(養液)을 연속(連續) 자동공급(自動供給)하고 삼투량(渗透量) 및 증발량(蒸發量)을 최소(最少)로 하는 방법(方法)(관비농법(灌肥農法))을 사용(使用)하였다. 2. 물 못자리묘(苗)를 사용(使用)하였기 때문에 활착(活着)에 시간(時間)이 걸리었으나 활착후(活着後)의 생육(生育)은 왕성(旺盛)하고 출수후(出穗後) 소엽(小葉), 후엽(厚葉), 다엽(多葉), 직립(直立), 총생(叢生)의 전형적(典型的) 다수(多收) 모형(草型)을 나타냈다. 3. 사지적응성(沙地適應性)은 품종간(品種間)의 차이(差異)가 있고 재래종(在來種) 보다 IR계통(系統)이 큰 것으로 보인다. 4. 사지재배(沙地栽培) 수도(水稻)는 출수후(出穗後) 하엽고사(下葉枯死)가 거의 전무(全無)하고 세근(細根)이 많은 왕성(旺盛)한 근계(根系)를 형성(形成)하고 있다. 채용(採用)한 재배법(栽培法)(관비농법(灌肥農法))은 작물(作物)뿌리에 의한 흡수량(吸收量)과 평형(平衡)을 이룬 양액공급량(養液供給量)으로써 삼투손실량(渗透損失量) 등을 최소(最少)로 함을 목표로 하기 때문에 수도전체요수량(水稻全體要水量) 내지 용수량(用水量)을 적지할 수 있을 뿐 아니라, 토양유기물(土壤有機物)을 필요(必要)로 하지 않기 때문에 이와 경합(競合)되는 산소공급능(酸素供給能) 내지 양수분이동성(養水分易動性)을 최대(最大)로 할 수 있어 활력(活力)이 큰 왕성(旺盛) 근계(根系)와 생육후기(生育後期)에도 고사(枯死)가 없는 하엽(下葉)을 이루게 한 것으로 보인다. 5. 질소, 인산, 칼리만을 관비(灌肥)로써 공급한 것 보다 칼슘과 마그네슘을 미리 공급한 것이(규산석회 및 용성인비) 포기당줄기수, 줄기당알수 및 10a당 수량(收量)이 월등하다. 6. 일반(一般)재배보다 1개월 늦게 이앙(移秧)하여 완전임실(完全稔實)까지는 이루지 못하였으나 9월 중순(中旬) 수량조사(收量調査)로 10a당, 최고 510kg 까지의 결과(結果)를 거두었다. 7. 수도(水稻)의 사토재배(沙土栽培)를 기하며 채용(採用)한 재배법(栽培法)은 관비자동공급(灌肥自動供給)을 위한 시설상각비(施設償却費)가 일반재배(一般栽培)에 비하여 부가되지만 경운(耕耘), 중운(中耕), 제초(除草), 시비(施肥)등 노력(勞力)에 있어 절감(節減)되기 때문에 경제성(經濟性)에 대하여 유리(有利)한 전망(展望)을 내릴 수 있으나 앞으로 검토할 문제이다.

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4차 산업혁명 기반 한국 벤처기업의 SWOT요인에 대한 중요도 분석 (Analysis of the Weight of SWOT Factors of Korean Venture Companies Based on the Industry 4.0)

  • 이동익;이상석
    • 벤처창업연구
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    • 제16권4호
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    • pp.115-133
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    • 2021
  • 본 연구는 그 동안 혼재되어 왔던 4차 산업 혁명의 개념과 관련 기술 들을 살펴보고 이로 인한 사회 경제적 변화와 영향 및 주요 국가의 4차 산업혁명에 대응하는 사례를 검토 하였다. 이를 기반으로 한국벤처기업이 4차 산업혁명에 대비하기 위한 SWOT 요인 도출 및 요인별 중요도 산출을 통해 정부 및 정책 입안자들에게 관련 정책 수립을 위한 방향 제시에 도움을 주고자 한다. 나아가 한국벤처기업 들에게는 글로벌 경쟁력 확보를 위한 추진 방향을 제시하고 이후에 진행할 학문적 심층 연구를 위해서도 기초적이고 체계적인 분석에 도움을 주는 것을 목적으로 한다. 연구를 위해 4차 산업 관련 분야에서 한국 벤처기업의 내부 역량과 외부 환경 변화 요인이 무엇인지를 파악하기 위해 기존 문헌 탐구와 자료 조사를 통해 총 21개의 SWOT 요인을 도출하여 이를 업계, 학계, 정책전문가 그룹으로 구분하여 델파이 조사를 통해 확정하였다. 또한 이를 체계적 의사결정 기법인 AHP 기법으로 항목별 중요도를 분석하였다. 분석 결과에 따르면 강점(48%)→기회(25%)→위협(16%)→약점(11%) 순으로 중요하게 여기고 있음을 보여 주었으며 세부 항목별 중요도 분석 결과에서는 총 21개 세부항목 중 상위 3개 항목으로는 '신속하고 유연한 사업화 능력, '플랫폼·빅데이터·비대면 서비스 활성화, 'ICT 인프라 구축 및 활용' 순으로 중요도가 높게 나타났다. 반면 하위 3개 항목으로는 '안정적인 거시 경제 및 SOC 기반', '세계적 보호무역 기조에 따른 해외시장 진출 어려움, '외국인 투자규모 절대 열세' 항목은 우선순위가 낮게 나타났다. 전문가 그룹별 견해 차이를 보기 위한 중요도 순위 검증 결과, 업계와 학계전문가는 상관관계가 높고 업계와 정책전문가는 중간 정도의 상관관계를 보여 큰 견해 차이가 없었으나 학계전문가와 정책전문가의 상관관계는 통계적으로 유의하지 않아(p<0.01) 중요도에 대한 견해 차이가 있는 것으로 분석 되었다. 이는 정책전문가는 강점 항목인 '신속하고 유연한 사업화'와 기회 항목인 '우수한 교육시스템 및 고급인력 보유', '신시장 창출'을 매우 중요하게 생각한 반면, 학계전문가는 강점 항목인 '정부 정책의 지원 부분'을 훨씬 중요하게 생각하는 차이에서 기인된 것으로 판단된다. 본 연구의 시사점은 한국벤처기업이 4차 산업혁명 분야에서 경쟁력을 확보하기 위해서는 강점과 기회요인의 해당 항목 들을 우선적으로 지원하는 정책이 필요함을 있음을 시사하고 있으며 또한 학계와 정책전문가 사이에 다른 견해를 보이고 있는 강점 요인과 기회 요인의 세부 항목 차이는 적극적으로 검토하여 정책에 반영할 필요가 있음을 의미한다고 볼 수 있다.

무경운 논에서 하계 자생사료작물의 파종량이 생육특성 및 수량에 미치는 영향 (Growth Characteristics and Yields of Native Summer Forage Crops as Affected by Seeding Rate in No-Tillage Paddy Fields)

  • 정종성;최보람;이세영;오미래;박형수;최기춘
    • 한국초지조사료학회지
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    • 제43권1호
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    • pp.28-34
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    • 2023
  • 본 시험은 하계자생작물인 사료 피 '제주피', 강아지풀(국내 생태형), 바랭이(국내 생태형)의 파종량에 따른 생육특성 및 생산성을 조사하기 위해 충청남도 천안시 소재 국립축산과학원 축산자원개발부 초지사료포장 무경운 논에서 2020년 부터 2022년 까지 3년 동안 수행하였다. 사료 피와 강아지풀은 파종량이 증가함에 따라 증가하는 경향을 보였으며 사료 피는 40 kg ha-1 처리에서, 강아지풀은 60 kg ha-1 처리에서 최대 수량을 보였다. 그러나 바랭이는 4-16 kg ha-1 처리에서는 비슷한 수량을 보였으며 60 kg ha-1 처리에서 최대 수량을 보였다. 그리고 건물수량은 사료 피(9,681~11,092 kg ha-1) > 바랭이(8,311~9,023 kg ha-1) > 강아지풀(3,145~4,749 kg ha-1) 순으로 나타났다. 하계자생작물인 사료 피, 강아지풀, 바랭이의 파종량에 따른 단백질함량은 바랭이 > 사료 피 > 강아지풀 순으로 ADF와 NDF 함량은 사료 피 > 바랭이 > 강아지풀 나타났으며 통계적인 차이는 보이지 않았다. 이상의 결과에서 제시한 바와 같이 논을 이용한 이모작 작부체계에서 안정적으로 조사료를 생산하기 위해서는 자생하계사료작물 도입은 매우 중요할 것으로 판단된다.

언리얼 엔진 5를 활용한 융복합센서의 3D 공간정보기반 메타버스 구축 연구 (A Study on Metaverse Construction Based on 3D Spatial Information of Convergence Sensors using Unreal Engine 5)

  • 오성종;김달주;이용창
    • 지적과 국토정보
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    • 제52권2호
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    • pp.171-187
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    • 2022
  • 최근, 코로나 바이러스 감염증으로 인해 발생한 팬데믹의 영향으로 비대면 서비스에 대한 수요와 발전이 급속도로 진행되고 있는 가운데 중심에 있는 메타버스(Metaverse)에 대한 이목이 집중되고 있다. 가상과 현실을 초월하는 세계를 의미하는 메타버스는 4차 산업혁명 시대에 접어들어 다양한 센싱기술과 3D 재현기술이 융합되어 사용자에게 쉽고 빠르게 다양한 정보를 제공하고 서비스가 가능하다. 특히, 이 가운데 고해상도의 영상촬영이 가능한 무인항공기(UAV) 및 정밀도 높은 LiDAR 센서와 같은 융복합센서의 소형화 및 경제성 증가로 인해 높은 재현도 및 정확도를 가진 3D 공간정보를 획득하여 현실의 쌍둥이를 만들어 시뮬레이션하는 디지털 트윈(Digital-Twin)에 대한 연구가 활발히 진행되고 있다. 또한, 컴퓨터 그래픽 분야의 게임엔진(Game engine)이 강력한 3D 그래픽 재현 및 역학적 연산을 바탕으로 한 시뮬레이션 등이 확장되어 메타버스 엔진으로 발전하고 있다. 본 연구는 무인항공시스템(UAS)과 LiDAR 센서를 융합하여 획득한 정확도 높은 3D 공간정보 데이터를 최근 발표된 메타버스 엔진인 언리얼 엔진을 활용하여 실세계 좌표기반 현실을 반영한 거울세계 형태의 메타버스를 구축하였다. 이후, 다양한 공공데이터를 기반으로 사용자를 위한 공간정보 컨텐츠 및 시뮬레이션을 구축하여 재현 정확도를 검증하고, 이를 통해 보다 실감나고 공간정보 활용성이 높은 메타버스 구축에 대하여 고찰하였다. 또한, 언리얼 엔진을 통해 사용자가 직관적이고 쉽게 접근할 수 있는 메타버스를 구축할 경우 재현도 높은 좌표기반의 3D 공간정보를 통해 다양한 컨텐츠 활용성과 효용성을 확인할 수 있었다.

농촌(農村) 주민(住民)들의 의료필요도(醫療必要度)에 관(關)한 연구(硏究) (A Study Concerning Health Needs in Rural Korea)

  • 이성관;김두희;정종학;정극수;박상빈;최정헌;홍순호;라진훈
    • Journal of Preventive Medicine and Public Health
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    • 제7권1호
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    • pp.29-94
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    • 1974
  • Today most developed countries provide modern medical care for most of the population. The rural area is the more neglected area in the medical and health field. In public health, the philosophy is that medical care for in maintenance of health is a basic right of man; it should not be discriminated against racial, environmental or financial situations. The deficiency of the medical care system, cultural bias, economic development, and ignorance of the residents about health care brought about the shortage of medical personnel and facilities on the rural areas. Moreover, medical students and physicians have been taught less about rural health care than about urban health care. Medical care, therefore, is insufficient in terms of health care personnel/and facilities in rural areas. Under such a situation, there is growing concern about the health problems among the rural population. The findings presented in this report are useful measures of the major health problems and even more important, as a guide to planning for improved medical care systems. It is hoped that findings from this study will be useful to those responsible for improving the delivery of health service for the rural population. Objectives: -to determine the health status of the residents in the rural areas. -to assess the rural population's needs in terms of health and medical care. -to make recommendations concerning improvement in the delivery of health and medical care for the rural population. Procedures: For the sampling design, the ideal would be to sample according to the proportion of the composition age-groups. As the health problems would be different by group, the sample was divided into 10 different age-groups. If the sample were allocated by proportion of composition of each age group, some age groups would be too small to estimate the health problem. The sample size of each age-group population was 100 people/age-groups. Personal interviews were conducted by specially trained medical students. The interviews dealt at length with current health status, medical care problems, utilization of medical services, medical cost paid for medical care and attitudes toward health. In addition, more information was gained from the public health field, including environmental sanitation, maternal and child health, family planning, tuberculosis control, and dental health. The sample Sample size was one fourth of total population: 1,438 The aged 10-14 years showed the largest number of 254 and the aged under one year was the smallest number of 81. Participation in examination Examination sessions usually were held in the morning every Tuesday, Wenesday, and Thursday for 3 hours at each session at the Namchun Health station. In general, the rate of participation in medical examination was low especially in ages between 10-19 years old. The highest rate of participation among are groups was the under one year age-group by 100 percent. The lowest use rate as low as 3% of those in the age-groups 10-19 years who are attending junior and senior high school in Taegu city so the time was not convenient for them to recieve examinations. Among the over 20 years old group, the rate of participation of female was higher than that of males. The results are as follows: A. Publie health problems Population: The number of pre-school age group who required child health was 724, among them infants numbered 96. Number of eligible women aged 15-44 years was 1,279, and women with husband who need maternal health numbered 700. The age-group of 65 years or older was 201 needed more health care and 65 of them had disabilities. (Table 2). Environmental sanitation: Seventy-nine percent of the residents relied upon well water as a primary source of dringking water. Ninety-three percent of the drinking water supply was rated as unfited quality for drinking. More than 90% of latrines were unhygienic, in structure design and sanitation (Table 15). Maternal and child health: Maternal health Average number of pregnancies of eligible women was 4 times. There was almost no pre- and post-natal care. Pregnancy wastage Still births was 33 per 1,000 live births. Spontaneous abortion was 156 per 1,000 live births. Induced abortion was 137 per 1,000 live births. Delivery condition More than 90 percent of deliveries were conducted at home. Attendants at last delivery were laymen by 76% and delivery without attendants was 14%. The rate of non-sterilized scissors as an instrument used to cut the umbilical cord was as high as 54% and of sickles was 14%. The rate of difficult delivery counted for 3%. Maternal death rate estimates about 35 per 10,000 live births. Child health Consultation rate for child health was almost non existant. In general, vaccination rate of children was low; vaccination rates for children aged 0-5 years with BCG and small pox were 34 and 28 percent respectively. The rate of vaccination with DPT and Polio were 23 and 25% respectively but the rate of the complete three injections were as low as 5 and 3% respectively. The number of dead children was 280 per 1,000 living children. Infants death rate was 45 per 1,000 live births (Table 16), Family planning: Approval rate of married women for family planning was as high as 86%. The rate of experiences of contraception in the past was 51%. The current rate of contraception was 37%. Willingness to use contraception in the future was as high as 86% (Table 17). Tuberculosis control: Number of registration patients at the health center currently was 25. The number indicates one eighth of estimate number of tuberculosis in the area. Number of discharged cases in the past accounted for 79 which showed 50% of active cases when discharged time. Rate of complete treatment among reasons of discharge in the past as low as 28%. There needs to be a follow up observation of the discharged cases (Table 18). Dental problems: More than 50% of the total population have at least one or more dental problems. (Table 19) B. Medical care problems Incidence rate: 1. In one month Incidence rate of medical care problems during one month was 19.6 percent. Among these health problems which required rest at home were 11.8 percent. The estimated number of patients in the total population is 1,206. The health problems reported most frequently in interviews during one month are: GI trouble, respiratory disease, neuralgia, skin disease, and communicable disease-in that order, The rate of health problems by age groups was highest in the 1-4 age group and in the 60 years or over age group, the lowest rate was the 10-14 year age group. In general, 0-29 year age group except the 1-4 year age group was low incidence rate. After 30 years old the rate of health problems increases gradually with aging. Eighty-three percent of health problems that occured during one month were solved by primary medical care procedures. Seventeen percent of health problems needed secondary care. Days rested at home because of illness during one month were 0.7 days per interviewee and 8days per patient and it accounts for 2,161 days for the total productive population in the area. (Table 20) 2. In a year The incidence rate of medical care problems during a year was 74.8%, among them health problems which required rest at home was 37 percent. Estimated number of patients in the total population during a year was 4,600. The health problems that occured most frequently among the interviewees during a year were: Cold (30%), GI trouble (18), respiratory disease (11), anemia (10), diarrhea (10), neuralgia (10), parasite disease (9), ENT (7), skin (7), headache (7), trauma (4), communicable disease (3), and circulatory disease (3) -in that order. The rate of health problems by age groups was highest in the infants group, thereafter the rate decreased gradually until the age 15-19 year age group which showed the lowest, and then the rate increased gradually with aging. Eighty-seven percent of health problems during a year were solved by primary medical care. Thirteen percent of them needed secondary medical care procedures. Days rested at home because of illness during a year were 16 days per interviewee and 44 days per patient and it accounted for 57,335 days lost among productive age group in the area (Table 21). Among those given medical examination, the conditions observed most frequently were respiratory disease, GI trouble, parasite disease, neuralgia, skin disease, trauma, tuberculosis, anemia, chronic obstructive lung disease, eye disorders-in that order (Table 22). The main health problems required secondary medical care are as fellows: (previous page). Utilization of medical care (treatment) The rate of treatment by various medical facilities for all health problems during one month was 73 percent. The rate of receiving of medical care of those who have health problems which required rest at home was 52% while the rate of those who have health problems which did not required rest was 61 percent (Table 23). The rate of receiving of medical care for all health problems during a year was 67 percent. The rate of receiving of medical care of those who have health problems which required rest at home was 82 percent while the rate of those who have health problems which did not required rest was as low as 53 percent (Table 24). Types of medical facilitied used were as follows: Hospital and clinics: 32-35% Herb clinics: 9-10% Drugstore: 53-58% Hospitalization Rate of hospitalization was 1.7% and the estimate number of hospitalizations among the total population during a year will be 107 persons (Table 25). Medical cost: Average medical cost per person during one month and a year were 171 and 2,800 won respectively. Average medical cost per patient during one month and a year were 1,109 and 3,740 won respectively. Average cost per household during a year was 15,800 won (Table 26, 27). Solution measures for health and medical care problems in rural area: A. Health problems which could be solved by paramedical workers such as nurses, midwives and aid nurses etc. are as follows: 1. Improvement of environmental sanitation 2. MCH except medical care problems 3. Family planning except surgical intervention 4. Tuberculosis control except diagnosis and prescription 5. Dental care except operational intervention 6. Health education for residents for improvement of utilization of medical facilities and early diagnosis etc. B. Medical care problems 1. Eighty-five percent of health problems could be solved by primary care procedures by general practitioners. 2. Fifteen percent of health problems need secondary medical procedures by a specialist. C. Medical cost Concidering the economic situation in rural area the amount of 2,062 won per residents during a year will be burdensome, so financial assistance is needed gorvernment to solve health and medical care problems for rural people.

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