• 제목/요약/키워드: Small Domains

검색결과 199건 처리시간 0.023초

다중외적연관성규칙을 이용한 불필요한 입력변수 제거에 관한 연구 (A study on removal of unnecessary input variables using multiple external association rule)

  • 조광현;박희창
    • Journal of the Korean Data and Information Science Society
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    • 제22권5호
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    • pp.877-884
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    • 2011
  • 의사결정나무는 데이터마이닝의 대표적인 알고리즘으로서, 의사결정 규칙을 도표화하여 관심대상이 되는 집단을 몇 개의 소집단으로 분류하거나 예측을 수행하는 방법이다. 일반적으로 의사결정나무의 모형 생성 시, 입력 변수의 수가 많을 경우 생성된 의사결정모형은 복잡한 형태가 될 수 있고, 모형 탐색 및 분석에 있어 어려움을 겪기도 한다. 이때 입력변수들 간의 내재적인 관련성은 없으나, 외적 변수에 의하여 각 변수가 우연히 어떤 다른 변수와 연결됨으로써 관련성이 있는 것으로 나타나는 것을 종종 볼 수 있다. 이에 본 논문에서는 의사결정나무 생성 시, 입력 변수에 대한 외적 관계를 파악할 수 있는 다중외적연관성규칙을 이용하여 의사결정나무 생성에 불필요한 입력변수를 제거하는 방법을 제시하고 그 효율성을 파악하기 위하여 실제 자료에 적용하고자 한다.

장기요양시설 규모별 간호서비스 요구 및 제공현황 비교 (Residents' Nursing Care Needs and Provision of Nursing Care by the Size of Long Term Care Facilities)

  • 이정석;황라일;박세영;한은정
    • 동서간호학연구지
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    • 제26권1호
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    • pp.28-38
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    • 2020
  • Purpose: The aim of this study was to provide information on the extent and variations of elderly residents' nursing care needs, and provision of nursing care across long term care facilities. Methods: A nationwide survey was conducted on nurse managers from 1,041 long term care facilities, by e-mail or fax, from August 16 to September 30 in 2017. A self-reported questionnaire consisting of 5 domains was used to collect data. Results: Facilities with more than 30 residents were more likely to need skilled nursing services and to obtain the nursing staff such as a registered nurse and a nurse's aide. Awareness and satisfaction of hospital-based home nursing care was high in all facilities. In addition, there are some differences in nurse managers' perceptions of the level of healthcare resources and required action by facility size. Nurse managers of senior congregate housings were more likely to have considerable difficulty in dealing with healthcare needs of residents and recognizing the healthcare resource shortage. A majority of nurse managers agreed on the need to employ a registered nurse. Conclusion: This study confirmed that it is essential to increase nurse staffing level and to reform the long term care insurance for enhancing the accessibility of healthcare services, especially for the residents in small long term care facilities. There is also a need to provide diverse education and training opportunities for nursing staff working in long term care facilities.

아동사고에 대한 어머니의 예방행위 영향요인 (Maternal Behavior to Preventing Childhood Accident in the Home)

  • 김귀분;손인아
    • 한국응급구조학회지
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    • 제6권1호
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    • pp.87-102
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    • 2002
  • Injury has now replaced disease as the biggest single cause of death in children after their first birthday. Each day child dies from preventable, unintentional injury and the medical cost of these injury is increasing remarkably. It is necessary to develope injury prevention models to explain, predict, manage, evaluate and analyze the information about accident. The purpose of this paper is, firstly, to investigate parent's actions regarding safety measures at home and secondly, to identify the influencing factors of parents' safety behaviors. The selection of such factors is guided by the theoretical framework of the Pender's Health Promotion Model. Method ; The questionnaire was developed on the basis of other investigations, through pilot testing, peer review, and review by field health workers. The questionnaire was completed by 231 mothers of young children. Data was collected between April and May 2002. Variable Use of three different domains of safety behavior, safety habits, supervision and perception of safety devices, were listed. Mothers were self reported on internal locus of control, mother & child relationships, and marital intimacy. Also the elements of the Health Promotion Model: perceived benefit, barrier, threat, and self-efficacy, were surveyed. Results & discussion The results indicate that most parents take considerable action to reduce household hazards. The constructs derived from the Model were statistically significant differences for a small part of the variables on parental behavior to reduce hazards in the home, such as age, education, economic status, self-efficacy, perceived benefit, internal locus of control. Future studies ought to include social influences, such as expectations, perceived norms, knowledge, and child-related variables, relevant to parental safety measures in their home.

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공포 영화 장면 노출 후 수평적 안구 운동이 심박수 변이도에 미치는 영향 (Effect of Horizontal Eye Movements on the Heart Rate Variability after Exposure to a Fear-Inducing Film Clip)

  • 이해원;염명걸;김석현;이윤정;김대호
    • 생물정신의학
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    • 제15권1호
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    • pp.35-45
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    • 2008
  • Objectives : There has been a continued debate regarding the role of eye movements in Eye Movement Desensitization and Reprocessing(EMDR). This study examined the possible autonomic effect of horizontal eye movements after being exposed to fearful stimuli. Methods : Fifty two healthy adult women were randomly allocated to eye movement or eye fixed groups after watching a five minute fear-inducing film clip. ECG was recorded during the resting state, after watching the clip, and the treatment. A spectral power analysis of the heart rate variability was performed. As the variables violated the rule of normal distribution and the number in each group is small the non-parametric test was used. Results : Overall, we did not find the differences between the groups in both time and frequency domains. Some minor differences found were not consistent with results from previous studies. Conclusions : Effect of eye movement on autonomic nervous system during fear desensitization was not supported in this experiment. Further study with other psychophysiological measures is needed to understand the role of eye movements in treatment of traumatic memory.

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Molecular Cloning, Tissue Distribution and Expression of Porcine y+L Amino Acid Transporter-1

  • Zhi, Ai-min;Zhou, Xiang-yan;Zuo, Jian-jun;Zou, Shi-geng;Huang, Zhi-yi;Wang, Xiao-lan;Tao, Lin;Feng, Ding-yuan
    • Asian-Australasian Journal of Animal Sciences
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    • 제23권2호
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    • pp.272-278
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    • 2010
  • In this study, we cloned, sequenced and characterized porcine y+L Amino Acid Transporter-1 (y+LAT1). By screening a translated EST database with the protein sequence of the human $y^{+}$LAT1 and by using rapid amplification of cDNA ends (RACE), the full-length cDNA encoding porcine $y^{+}$LAT1 was isolated from porcine intestine RNA. It was 2,111 bp long, encoding a 511 amino acid trans-membrane glycoprotein composed of 12 transmembrane domains. The predicted amino acid sequence was found to be 91%, 90%, 87% and 87% identical to those of cattle, human, mouse and rat $y^{+}$LAT1 respectively. Real-time RT-PCR results indicated that the small intestine had the highest $y^{+}$LAT1 mRNA abundance and the lung had the lowest $y^{+}$LAT1 mRNA abundance. Baby hamster kidney (BHK) cells transfected with green fluorescent protein (GFP) tagged porcine $y^{+}$LAT1 cDNA indicated that the cellular localization of the gene product in BHK was on the plasma membrane.

맵리듀스에서 데이터의 유용성을 이용한 데이터 분할 기법 (Data Partitioning on MapReduce by Leveraging Data Utility)

  • 김종욱
    • 한국멀티미디어학회논문지
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    • 제16권5호
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    • pp.657-666
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    • 2013
  • 현대사회는 소셜 미디어, 비즈니스, 바이오 인포메틱스 같은 다양한 응용프로그램에서 지속적으로 생산되어 지고 있는 수많은 데이터의 빠른 유입으로 특징지어 지고 있다. 이에 따라 폭발적으로 증가하고 있는 대규모 데이터를 보다 효율적으로 분석하고 처리 할 수 있는 방법이 그 어느 때보다 강조 되고 있다. 지난 몇 년간 학계에서는 배치 지향 시스템 (batch oriented system) 환경 내에서 병렬 처리를 효과적으로 지원할 수 있는 맵리듀스 기법이 활발히 연구 되어 왔으며, 맵리듀스 기법은 다양한 분야에서 성공적으로 사용되고 있다. 그러나 이 기법은 데이터의 상대적 유용성 (data utility)을 고려하지 않기 때문에, 멀티미디어 응용프로그램 사용자의 특성 (즉, 높은 혹은 낮은 스코어를 가지는 몇몇 결과물에 관심을 가지는 사용자들의 특성)으로 인하여 효과적인 성능을 보여 주지 못하고 있다. 따라서 본 논문에서는 이러한 문제점을 해소하기 위해, 맵리듀스 상에서의 데이터 분할 방식을 제안한다. 또한, 제안된 분할 방식에 대한 성능 실험을 통하여 우리가 제안하는 데이터 분할 방식이 기존 방식보다 성능 향상을 자져올 수 있음을 보여준다.

실시간 운영체제에서 작업량 관찰에 기반한 저전력 기법의 설계 및 구현 (Design and Implementation of Low-Power Technique based on Monitoring Workload on Real-Time Operating Systems)

  • 조문행;정명조;김용희;이철훈
    • 한국콘텐츠학회논문지
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    • 제7권6호
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    • pp.69-78
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    • 2007
  • 오늘날의 내장형 이동 시스템은 MP3플레이어나 디지털 캠코더와 같이 하나의 기능만을 지원했던 단일 응용프로그램 시스템에서 PMP(Portable Multimedia Player), PDA(Personal Digital Assistants)와 같이 MPEG, W3플레이어, 전자사전, DMB(Digital Multimedia Broadcasting), 게임, 통신 기능 등을 모두 포함하는 하나의 디지털 컨버전스 기기로 변화해가고 있다. 이러한 변화는 CPU 성능 향상과 메모리, 저장장치의 증가, LCD의 크기 증가와 같은 하드웨어적인 요구사항의 증가로 이어졌고, 이로 인해 단말기에서 소모하는 전력이 그에 비례하여 증가하였다. 소모 전력의 증가에 따른 배터리 용량의 증가는 더딘 상황이며, 이를 해결하기 위해 소프트웨어적으로 소모 전력을 감축시키는 연구들이 많이 진행되고 있다. 본 논문에서는 소모 전력 감축 기법이 적용된 실시간 운영체제 UbiFOSTM을 ARM9계열의 MBA2440에 탑재하였다. 전력 감축 기법으로 시스템 작업량 관찰에 기반한 동적 전력 관리 기법과 장치 전력 관리기법을 적용하였다. 본 논문의 저전력 기법을 통해 작업량에 따라 24% 이상의 소모 전력 감축효과가 있음을 확인하였다.

알칼리 표면개질을 통한 메조포러스 알루미늄 하이드록사이드 필름 형성 기구 (Formation Mechanism of Mesoporous Aluminum Hydroxide Film by Alkali Surface Modification)

  • 서영익;전용진;이영중;김대건;이규환;김영도
    • 한국재료학회지
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    • 제20권2호
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    • pp.97-103
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    • 2010
  • In this study, a new, relatively simple fabrication method for forming a mesoporous $Al(OH)_3$ film on Al substrates was demonstrated. This method, i.e., alkali surface modification, was simply comprised of dipping the substrate in a $5\times10^{-3}$ M NaOH solution at $80^{\circ}C$ for one minute and then immersing it in boiling water for 30 minutes. After alkali surface modification, a mesoporous $Al(OH)_3$ film was formed on the Al substrate, and its chemical state and crystal structure were confirmed by XPS and TEM. According to the results of the XPS analysis, the flake-like morphology after the alkali surface modification was mainly composed of $Al(OH)_3$, with a small amount of $Al_2O_3$. The mesoporous $Al(OH)_3$ layer was composed of three regions: an amorphousrich region, a region of mixed amorphous and crystal domains, and a crystalline-rich region near the $Al(OH)_3$ layer surface. It was confirmed that the stabilization process in the alkali surface modification strongly influenced the crystallization of the mesoporous $Al(OH)_3$ layer.

웨어러블 컴퓨터를 위한 저전력 실시간 운영체제 eRTOS 설계 및 구현 (Design and Implementation of eRTOS Real-time Operating Systems for Wearable Computers)

  • 조문행;최찬우;이철훈
    • 한국콘텐츠학회논문지
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    • 제8권9호
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    • pp.42-54
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    • 2008
  • 오늘날의 내장형 시스템은 군사 무기체계, 로봇, 인공위성 등과 같이 전통적인 내장형 시스템과 휴대폰, PMP(Portable Multimedia Player), PDAs(Personal Digital Assistants)와 같이 통신과 멀티미디어 기기가 결합된 디지털 컨버전스 시스템에서 먹는 PC, 웨어러블 컴퓨터와 같은 차세대 PC 개념으로 진화하고 있다. 차세대 PC는 문서작성 인터넷 검색 데이터 관리 등에서 사용되었던 기존의 PC에서 분기된 네트워크 기반의 인간중심 디지털 정보기기이다. 웨어러블 컴퓨터는 극히 전력과 메모리 제한적인 시스템으로, 구성 하드웨어의 제약 사항을 극복하고 사용자 서비스의 QoS를 제공하기 위해 초소형이면서 저전력 기능을 갖춘 실시간 운영체제를 사용해야만 한다. 본 논문에서는 웨어러블 컴퓨터를 위한 저전력 실시간 운영체제 eRTOS를 설계 및 구현하였다. 본 논문에서 구현한 eRTOS는 18KB의 풋프린트(footprint)로 동적 전력 관리 기법(Dynamic Power Management)과 장치 전력 관리 기법(Device Power Management)의 저전력 기법이 구현되어 있다. 웨어러블 컴퓨터의 응용프로그램을 실험하여 47%의 전력 소모 감축효과를 확인하였다.

OECD 병원 성과 프로젝트의 동향과 국내 시사점 (Trend and Implication of OECD Hospital Performance Project)

  • 박춘선;최효정;황수희;임지혜;김경훈;김선민
    • 한국의료질향상학회지
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    • 제22권1호
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    • pp.11-26
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    • 2016
  • The Organization for Economic Cooperation and Development, which has continuously evaluated the performance of healthcare systems, has recently invested much effort into hospital performance measurement. The purpose of this paper is to introduce the hospital performance measurement programs operated by international organizations or at the national level based on the OECD's hospital performance project. Health Insurance Review & Assessment service (HIRA)'s quality assessment was analyzed based on the analytical framework of the OECD's hospital performance project. The hospital performance measurement programs of WHO, Canada, Australia, United States and United Kingdom are briefly explored, in view of the conceptual framework, key performance dimensions and indicators that are currently in use. The OECD suggested seven key dimensions of hospital performance: timeliness, efficiency, continuity, effectiveness and appropriateness, staff orientation, patient orientation and safety. The analysis of the quality assessment program of HIRA, which operates 36 diseases and procedures and 347 indicators, shows that the numbers of indicators are relatively small in the areas of safety, patient centeredness and efficiency. Continuity of care and staff orientation are not fully developed also, but the situations are similar in other countries. In conclusion, hospital performance measurement using stable and comprehensive data should be developed to improve overall system performance, and discussions on a conceptual framework that can lay out directions and key performance domains need to take into place.