• 한국정보통신학회:학술대회논문집
• /
• 한국정보통신학회 2021년도 춘계학술대회
• /
• pp.240-243
• /
• 2021

최근에 빅 데이터와 AI 기술을 교육의 평가와 개별 학습에 적용하는 연구 성과가 있었다. 정보 기술의 혁신으로 소셜 미디어, MOOC, 지능형 개인지도 시스템, LMS, 센서 및 모바일 장치 등으로부터 학생들의 개인 기록, 생리학적 데이터, 학습 로그 및 활동, 학습 성과 및 결과를 포함하는 동적이고 복잡한 데이터를 수집 가능하였다. 또한 COVID-19 환경에서 e-러닝이 활성화 되어 많은 양의 학습 데이터가 생성되었다. 이 데이터로부터 학습 분석과 AI 기술을 적용하여 의미있는 패턴의 추출과 지식의 발견이 될 것으로 예상된다. 학습자 측면에서 학생의 학습 및 정서적 행동 패턴과 프로필을 식별하고, 평가 및 평가 방법을 개선하고, 개별 학생의 학습 성과 또는 중퇴를 예측하고, 개인화 된 지원을 위한 적응 시스템에 대한 연구는 필요하다. 본 연구에서는 교육용 데이터를 대상으로 이상탐지와 추천시스템에서 사용하는 기계학습 기술에 대한 조사와 분류를 하여 교육 분야의 연구에 기여하고자 한다.

• 공학교육연구
• /
• 제9권3호
• /
• pp.62-66
• /
• 2006

공학인증을 시행한 지 적지 않은 시간이 흘렀음에도 인증에 가장 중요한 요소들 중의 하나인 학습성과의 평가에 대한 평가도구 개발은 대부분의 프로그램들이 가지는 어려움들 중의 하나이다. 본 연구에서는 이의 한 방편으로 교과목과 학습성과의 연관성에 근거하여 해당 교과목이 어떤 학습성과를 성취할 수 있는지의 여부를 정한 후, 한 학기동안 해당 교과목을 수강한 학생들이 치룬 시험과 제출한 보고서를 근거로 하여 학습성과를 정량적으로 평가하는 방법을 보여준다. 또한 학기말에 해당 교과목 담당교수가 작성하여야 할 CQI보고서의 작성 예를 통하여 이에 대한 즉각적이고 효과적인 학습성과의 방법에 관하여 고찰하였다.

• Nutrition Research and Practice
• /
• 제5권1호
• /
• pp.3-10
• /
• 2011

Women's nutrition has received little attention in nutrition programming, even though clinical trials and intervention trials have suggested that dietary improvement or supplementation with several nutrients may improve their health, especially in low-income settings, the main focus of this paper. Most attention so far has focused on how improvements in maternal nutrition can improve health outcomes for infants and young children. Adequate vitamin D and calcium nutrition throughout life may reduce the risk of osteoporosis, and calcium supplementation during pregnancy may reduce preeclampsia and low birth weight. To reduce neural tube defects, additional folic acid and possibly vitamin $B_{12}$ need to be provided to non-deficient women before they know they are pregnant. This is best achieved by fortifying a staple food. It is unclear whether maternal vitamin A supplementation will lead to improved health outcomes for mother or child. Iron, iodine and zinc supplementation are widely needed for deficient women. Multimicronutrient supplementation (MMS) in place of the more common iron-folate supplements given in pregnancy in low-income countries may slightly increase birth weight, but its impact on neonatal mortality and other outcomes is unclear. More sustainable alternative approaches deserve greater research attention.

• Journal of Korean Biological Nursing Science
• /
• 제15권4호
• /
• pp.193-201
• /
• 2013

Purpose: The purpose of the study was to evaluate the effect of the immediate postoperative nutritional status and calorie adequacy on clinical outcomes in liver transplant recipients. Methods: A total number of 99 patients who received liver transplants were recruited from a tertiary university hospital. Demography, subjective global assessment, clinical outcomes and calorie adequacy were evaluated through personal interviews, electronic medical records and dietary records. Anthropometric measures, body mass index and percent of ideal body weight were also obtained. Results: At admission to the Surgical Intensive Care Unit (SICU), the triceps skinfold thickness and mid-arm muscle circumference were significantly lower in the malnourished group than in the well-nourished group (p<.05, respectively). In the clinical outcomes, transfusion of red blood cells, mechanically ventilated hours, length of stay in the Intensive Care Unit (ICU), length of stay in the hospital, and prothrombin time were significantly higher in the malnourished group than in the well-nourished group (p<.05, respectively). The mechanically ventilated hour was significantly higher in the group with less than 50% of their required energy intake (p<.05). Conclusion: Therefore, it is important to assess the nutritional status of immediate postoperative patients. Furthermore, studies on nutritional interventions are urgently needed to provide adequate nutritional care for patients in ICUs.

• 성인간호학회지
• /
• 제15권4호
• /
• pp.509-519
• /
• 2003

Purpose: This study was designed to investigate the survey of analyzing nursing interventions and nursing outcomes of the patients with liver transplantation. Method: The subjects of this study consisted of 83 patients and fifteen nurses who took care of them. The methods of this study were retrospective and descriptive survey. Result: The mean age of patients was 42.7 years and the subjects were 62.7% males. 56.7% of these patients were diagnosed with liver cirrhosis of B type. The mean duration of hospitalization was 48.6 days. Ninety-five nursing interventions were performed at least daily. The most frequent used interventions were "environmental management: comfort", "medication administration: parenteral", "cough enhancement", and " oxygen therapy". Even though SGOT level to identify nursing outcomes was decreased, SGOT was not within normal limits. Therefore, even after discharge of patients, There is a need to take care of them carefully. Conclusion: These findings revealed the significance and need of nurse practitioners who performed professional nursing intervention for the patients with liver transplantation. Especially, it is necessary needs to develop the nursing intervention programs for comfort.

• 한국철도학회:학술대회논문집
• /
• 한국철도학회 2007년도 춘계학술대회 논문집
• /
• pp.1187-1192
• /
• 2007

Recently, many organizations such as, including government, railroad operational, railroad facilities managemental and research authorities have made a lot of efforts to identify and prevent hazards from leading to accidents and solve them all over the railroad industry. Railroad total safety technology development project conducted as one of national R&D projects has established business formation structure based on system engineering as an effort to define and give a solution to facing problems in the field of railroad. This paper is building procedures to verify the outcomes derived from this project. The verification process is the one for verifying the outcome produced in the final stage of the project or during the project. It makes sure that the system is satisfying the system requirements through verification of the outcomes produced after conducting the project for verification. We've made verification plan for technically reasonable verification using verification process developed through this research, and established master verification plan in the level of 15 detailed projects for interim and final outcomes produced.

• Asia pacific journal of information systems
• /
• 제9권2호
• /
• pp.151-168
• /
• 1999

The objective of this study is to investigate the effects of different meeting modes and task types on the outcomes of group decision making. The hypotheses postulate the potential effects of different meeting modes on appropriation process; different meeting modes on group outcomes; and the appropriation process on group outcomes. A laboratory experiment was conducted. A GSS was developed using Lotus Notes for this experiment. The results provide partial support for the hypotheses derived from the theoretical model. The interaction effects between meeting modes and tasks are not always observed in the analyses. However, groups using a face-to-face meeting mode in negotiation task reach significantly higher levels of perceived outcome quality, of satisfaction with the outcome, and of satisfaction with the process than groups using a dispersed-synchronous meeting mode. It suggests that a face-to-face meeting mode can enhance the effectiveness of groups working on a negotiation task such as stakeholder analysis. Furthermore, the manner in which groups appropriate the technology significantly influence the group performance. The results support the validity and usefulness of the IRT and the AST as a GSS research framework.

• Asia pacific journal of information systems
• /
• 제15권1호
• /
• pp.135-152
• /
• 2005

In order to explore a relationship among KM context, KM effects, and sustainability of competitive advantage of organizations, a contingency model of KM, which is based on resource-based as well as knowledge-based theory, is developed from the information systems and strategic management literature. To put it concretely, our motivation for this paper was to answer the following questions: (1) What factors affect the degree to which an organization achieves KM effects? (2) Is there a positive relationship between KM effects and organizational performance achieved by linking KM to competitive advantage? A detailed exploratory analysis of survey responses from 79 Korean companies provides the following significant findings: (1) This study found support for the proposed research model. (2) The organization's degree of process and organizational outcomes of KM effects is determined by technical and social resources and its capabilities. Furthermore, the influence of technical and social resources of KM context on process and organizational outcomes of KM effects is controlled by different types of organizational perspectives on KM. (3) There is a relationship between process and organizational outcomes of KM effects and organizational performance enhanced by linking KM to competitive advantage.

• 한국콘텐츠학회논문지
• /
• 제16권3호
• /
• pp.546-552
• /
• 2016

컴퓨터게임이 새로운 인기 레저활동으로 변화되고, 기능성게임에 대한 활용도가 높아짐에 따라서 이에 대한 효과성 검증이 요구되고 있다. 기존의 많은 연구들이 기능성게임의 효과 평가, 종류, 개발 등에 국한되어진 반면, 게임 활용이후 효과성을 실증적으로 검증하기 위한 연구는 미흡한 실정이다. 이에 기능성 게임 효과에 대한 실증적 검증을 위하여 기존의 문헌연구에 사용된 효과성 검증에 사용된 성과 변수들을 분석하고, 특히 교육용 기능성게임의 효율적인 효과성검증을 위해 필요한 성과지표들은 어떠한 것들이 있는지에 대하여 알아보고자 한다. 이는 향후 게임사용 이 후 변화된 학습효과, 인지 효과 등을 검증하기 위한 성과지표로써 활용도가 높을 것으로 예상한다.

• 지식경영연구
• /
• 제10권4호
• /
• pp.31-42
• /
• 2009

With the rapid development of information technology, e-learning is growing in corporate. However, there are still problems in learning, such as low learning persistence rate. Learning outcomes are complex phenomenon influenced by a multitude of factors, it is need to considering the direct and indirect causal relationship among various factors. Therefore, the purpose of this study was to develop the causal model that explains the learning outcomes (satisfaction learning persistence) in corporate e-learning. This study was also intended to examine the causal relationship between the interaction and learning persistence through satisfaction mediators. For this, online survey was conducted with a sample of 270 learners who enrolled in cyber training course at A company. The major findings of this study are as follows: First, internality (internal locus of control, ${\beta}=.154$), interaction (${\beta}=.489$), satisfaction (${\beta}=.304$) have direct effect on learning persistence. Second, the interaction has direct effect on the satisfaction (${\beta}=.320$). Third, the satisfaction has direct effect on the learning persistence, and mediating the interaction and learning persistence. This result will contribute to build a learning strategy to improve learning outcomes.