• Journal of Information Technology Applications and Management
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• 제29권5호
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• pp.27-37
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• 2022

This study intends to link agricultural machine history data with related organizations or collect them through IoT sensors, receive input from agricultural machine users and managers, and analyze them through AI algorithms. Through this, the goal is to track and manage the history data throughout all stages of production, purchase, operation, and disposal of agricultural machinery. First, LSTM (Long Short-Term Memory) is used to estimate oil consumption and recommend maintenance from historical data of agricultural machines such as tractors and combines, and C-LSTM (Convolution Long Short-Term Memory) is used to diagnose and determine failures. Memory) to build a deep learning algorithm. Second, in order to collect historical data of agricultural machinery, IoT sensors including GPS module, gyro sensor, acceleration sensor, and temperature and humidity sensor are attached to agricultural machinery to automatically collect data. Third, event-type data such as agricultural machine production, purchase, and disposal are automatically collected from related organizations to design an interface that can integrate the entire life cycle history data and collect data through this.

• Journal of Hospice and Palliative Care
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• 제26권4호
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• pp.185-189
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• 2023

Purpose: Limited research has been conducted on the prevalence of non-medical opioid use (NMOU) in Korean cancer patients who have received prescription opioids (PO). This study aimed to identify the potential proportion of NMOU in cancer patients who had been prescribed opioids in Korea. Methods: A retrospective cohort analysis was conducted on 14,728 patients who underwent cancer-related treatment between January 2009 and December 2019, using electronically collected data from a tertiary hospital in Korea. Information regarding the type and duration of opioid use was gathered. A detailed review of medical charts was carried out, focusing on patients who had been prescribed opioids for over 60 days beyond a 12-month period following the completion of their cancer treatment (long-term PO users). Results: Out of the 5,587 patients who were prescribed PO and followed up for at least 12 months, 13 cases of NMOU were identified, representing 0.23% of the patient population. Among the 204 long-term PO users, the rate was 6.37% (13/204). The most commonly misused opioids were oxycodone and fentanyl. For the group confirmed to have NMOU, the median duration of prescription was 1,327 days in total. Of the 13 patients diagnosed with NMOU, 9 reported withdrawal symptoms, 3 exhibited craving behavior for opioids, and 1 experienced both symptoms. Conclusion: This study found that 0.23% of cancer patients who had been prescribed opioids in Korea demonstrated NMOU. Despite this relatively low rate, careful monitoring is necessary to minimize the risk of NMOU in this population, especially among long-term PO users.

• Agribusiness and Information Management
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• 제10권1호
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• pp.26-34
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• 2018

Development, availability and users' participation in the information service of agricultural food sector is slower than that of other sectors in Korea. This phenomenon comes from the lack of development strategies and comparative analyses with other sectors, as well as the agricultural food industry's own characteristics which is developed based on the offline market. In this research, we will discuss about how to improve the public information service of agricultural food sector based on the example of establishing service improvement strategy by the most representative Okdab. In this research, we have drawn the following implications for development strategy of Okdab service based on three core keywords derived from benchmarking KOSIS. Three core subjects for upgrading public information service are 'analysis information with expertise and differentiation,' 'user cooperation-oriented platform,' and 'intuitive nd effective UX,' and to strength B.I. as an integrated information service of agricultural food sector, we need to identify the users' satisfaction and needs for the existing service, establish an optimized operating strategy on a short-term, mid-term and long term bases, and implement them in a positive way. Based on this positive action, it can become a trustworthy information service for the users, and we can expect the improvement of the users' recognition for its consistent usability and efficiency.

• 한국측량학회지
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• 제29권3호
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• pp.283-291
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• 2011

측량용 카메라의 경우에는 내부표정을 위해 사진지표 뿐만 아니라 렌즈에 관련된 다양한 매개변수들이 제작사의 정밀 검정을 통해 제공된다. 반면에 비측량용 카메라는 정확한 위치를 알고 있는 다수의 기준점을 이용하여 사용자가 직접 카메라 검정을 통해 내부표정요소를 구하여야 한다. 측량용 카메라는 한번 검정된 내부표정 결과를 장기간 지속적으로 활용하고 있는 것에 반하여, 비측량용 카메라의 경우에는 아직까지 장기간에 따른 내부표정요소의 안정성이 충분히 규명되지 않은 상태이다. 따라서, 비측량용 카메라의 경우 사전측량작업을 할 때마다 내부표정요소를 구하기 위한 작업을 별도로 수행하는 경우가 많다. 이는 다량의 기준점을 이용해야 하므로 매우번거로운 작업이며, 비측량용 카메라의 활용에 장애가 되어 왔다. 본 연구에서는 일반 디지털 카메라에 대해 6개월간에 걸쳐 25회의 카메라 검정과 관측을 주기적으로 실험하여 내부표정요소를 구하고, 이를 분석함으로써 비측량용 카메라의 내부표정요소가 장기간 동안 어느 정도 안정한지를 검토하였다.

• 한국실내디자인학회논문집
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• 제14권2호
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• pp.142-152
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• 2005

It is estimated that the need to build health facilities for the elderly will grow in the near future as the Korean society is aging. Thus the study on the spatial composition of 22 facilities as well as on the cases of health facilities for the elderly in Japan, where public health and medicare for aged people are well taken care of, was conducted and the following are the results: 1. As of 2000, there was one facility for every 8,000 and 1,100 aged citizen under long-term care, and these facilities secured beds enough for $8\%$ of those who need long-term care. 2. The spatial composition was categorized into general living space, long-term care, management, provision, and home assistance, and housing was provided. Moreover, the space was divided according to their nature of use, the arrangement, the form of entrance into the building, moving line inside, the relationship with the health facilities and their characteristics are analyzed based on different users, managers, moving line including that of provision of food, the relationship between different spaces with different functions as well as on the relationship between locations of each space. 3. The total capacity, building area and actual area of the welfare facilities for the elderly are analyzed, and area per person, detailed area for each space, percentage of each living space for long-term care patients and characteristics of recuperation room are suggested.

• KDI Journal of Economic Policy
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• 제31권1호
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• pp.139-167
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• 2009

본 논문은 65세 이상 고령인구의 수와 노인들의 건강상태 등만을 중심으로 한 기존의 연구에 더하여, 노인장기요양보험제도 제2차 시범사업의 자료를 이용한 계량분석을 통해 장기요양서비스 수요의 결정요인을 분석하였다. 분석 결과에 따르면, 우선 노인장기요양보험제도상 장기요양서비스 이용에 대한 보험 적용 대상자를 정하는 등급판정에 일상생활활동에서의 장애가 노인들이 많이 앓고 있는 고혈압, 관절염, 치매 등의 질환을 통제하고서도 통계적으로 유의한 영향을 미쳤다. 또한 노인들의 건강상태, 여성, 기초생활수급자 여부, 노인가구 형태, 노인가구의 월평균 소득 등이 장기요양서비스이용 및 이용 양태에 통계적으로 유의한 영향을 미치는 것으로 나타났다. 특히, 노인가구의 월평균 소득을 통제하고서도 장기요양서비스를 무료로 이용할 수 있는 기초생활수급 대상 노인들의 재가서비스 이용확률이 높게 나타나는데, 이는 소득과 더불어 장기요양서비스의 가격도 장기요양서비스 이용을 결정하는 중요한 요인임을 의미한다.

• 한국위성정보통신학회논문지
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• 제12권3호
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• pp.22-34
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• 2017

K-water의 분포형 강우-유출모형인 K-DRUM(K-water hydrologic & hydraulic Distributed RUnoff Model)은 단기예측 강수자료를 통해 댐의 예측 유출량 및 수위를 산출하는 모형으로, 장기적인 수문기상정보를 획득하기 위해서는 장기예측 강수자료를 입력자료로 사용할 필요가 있다. 본 연구에서는 2014년 국내에 도입된 기상청의 계절예측시스템인 GloSea5(Global Seasonal Forecast System version 5) 예측 강수량 앙상블을 K-DRUM의 입력자료로 사용하는 프로그램을 개발하였으며, 이를 통해 산출된 예측 유출량 앙상블 자료를 기반으로 댐 운영자에게 수문기상정보를 제공하는 웹 기반 확률장기예보 활용 물관리 의사결정지원시스템을 함께 구축하였다. GloSea5의 예측 결과를 입력자료로 사용하기 위하여 대상 댐 유역에 대해 전처리 과정을 수행한 후 편의보정기법을 적용하여 예측 강수 앙상블 자료를 산출하였으며, 이를 K-DRUM에 입력하여 수행하여 예측 유출량을 산출하였다. 이 과정에서 편의보정된 강수량과 강우-유출모형에서 산정된 예측 유출량은 그래프와 테이블로 함께 표출할 수 있도록 하였다. 본 연구의 결과를 통해 시스템의 사용자는 예측 강수량과 유출량을 토대로 댐의 방류량을 조정함으로써 댐 수위 모의 운영을 수행할 수 있게 되어 장기적인 물관리 의사결정에 도움이 될 것으로 기대된다.

• 한국콘텐츠학회논문지
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• 제18권1호
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• pp.76-89
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• 2018

본 연구의 목적은 노인장기요양보험 이용자의 장기요양등급 유지 및 변경특성을 분석하고, 장기요양서비스 이용자의 등급유지에 영향을 미치는 요인을 파악하는 것이다. 이를 위해 국민건강보험공단 노인장기요양보험의 원자료(인정 및 급여자료)를 활용하여 2008-2014년 장기요양 급여를 이용한 자를 분석 대상으로 로지스틱 회귀분석을 실시하였다. 분석 대상자를 등급집단(1-3등급)별로 구분하여 인구사회학적 요인, 질병요인, 서비스 요인으로 분석하였다. 분석 결과, 인구사회학적 요인에서 1, 3등급에서 64세 미만자가 80세 이상자보다 등급을 유지할 가능성이 높게 나타났다. 3등급에서 독거자가 비독거자에 비해, 농어촌거주자는 대도시거주자에 비해 등급을 유지할 가능성이 높게 나타났다. 질병 요인에서 1등급에서 치매보유자가 등급유지 가능성이 높게 나타났으나, 2, 3등급에서 반대로 나타났다. 2등급에서 중풍, 골절 보유자가 등급유지 가능성이 높게 나타났고, 3등급에서 암보유자가 등급유지 가능성이 높게 나타났다. 서비스요인에서는 2, 3등급에서 갱신횟수가 높을수록 등급유지 가능성이 높게 나타났다. 1등급에서 시설이용일수가 높을수록 등급유지 가능성이 높게 나타났고, 2등급에서 재가이용일수가 높을수록 등급유지 가능성이 높게 나타났다. 이상의 분석결과를 통해서 장기요양서비스 이용자를 위한 제도개선에 대한 이론적, 정책적 시사점을 제시하였다.

• 한국도서관정보학회지
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• 제16권
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• pp.129-157
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• 1989

Through this study, some considerations to be taken into account in order to construct the user model for the user friendly system which can provide each individuals user armed with varied intellectual level with the relevant information, can be summarized as follows : (1) The user' ability to use the system and users' subject knowledge, the distribution of the users' level knowledge should be considered for the decision of the typed of interaction between the users and the system. (2) the knowledge of the user models should include the following kinds of knowledge inharmony with one another, 1. Standard user knowledge which represents a general characteristic of user group, 2. individual user knowledge which represents an individual's unique characteristic, 3. Long-term user knowledge which represents the education level and subject background of users, 4. short-term user knowledge which represents the purpose of information science and information need by users (3) As knowledge generation technique, both the implicit method and explicit method should be a n.0, pplied, observation of the system during the interaction, and explicit method generates the knowledge by the user's answering the questions already made by the system. (4) The frame technique as the knowledge representation for the user-modelling in which user-knowledge is represented in a limited situation and in a qualitative aspects, can be recommended. The frame is adequated for the explanation of structured situation, and for the processing the present situation by inferring the previous experiences.

• 노인간호학회지
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• 제20권sup1호
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• pp.137-143
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• 2018

Purpose: The purpose of this study was to examine effectiveness and usefulness of Information Communication Technology (ICT) in communication between physician and visiting nurses who provide visiting nursing services under long-term care insurance. Methods: Structured questionnaires were used to measure usefulness and satisfaction of the system, both accessibility and convenience to visiting nurses (31 people) and users (182 people). Results: From the user perspective, accessibility and convenience in terms of service users were both satisfactory as shown by users' percentage. No statistically significant difference was found for satisfaction between before and after using the system. The usefulness of the system for visiting nurses was satisfactory for most the nurses. Also most nurses answered that the system is needed and is very useful. Most of the participants (both visiting nurse and service users) were satisfied with use of the ICT system. However, there was no statistically significant difference in satisfaction between the pre and post service because the service provision period was too short (three months). Conclusion: The consensus from both users and service providers is that an ICT based visiting nursing system needs to be introduced but a more user - friendly environment for system development will be needed.