• Title/Summary/Keyword: learning outcomes

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A New CSR-DCF Tracking Algorithm based on Faster RCNN Detection Model and CSRT Tracker for Drone Data

  • Farhodov, Xurshid;Kwon, Oh-Heum;Moon, Kwang-Seok;Kwon, Oh-Jun;Lee, Suk-Hwan;Kwon, Ki-Ryong
    • Journal of Korea Multimedia Society
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    • v.22 no.12
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    • pp.1415-1429
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    • 2019
  • Nowadays object tracking process becoming one of the most challenging task in Computer Vision filed. A CSR-DCF (channel spatial reliability-discriminative correlation filter) tracking algorithm have been proposed on recent tracking benchmark that could achieve stat-of-the-art performance where channel spatial reliability concepts to DCF tracking and provide a novel learning algorithm for its efficient and seamless integration in the filter update and the tracking process with only two simple standard features, HoGs and Color names. However, there are some cases where this method cannot track properly, like overlapping, occlusions, motion blur, changing appearance, environmental variations and so on. To overcome that kind of complications a new modified version of CSR-DCF algorithm has been proposed by integrating deep learning based object detection and CSRT tracker which implemented in OpenCV library. As an object detection model, according to the comparable result of object detection methods and by reason of high efficiency and celerity of Faster RCNN (Region-based Convolutional Neural Network) has been used, and combined with CSRT tracker, which demonstrated outstanding real-time detection and tracking performance. The results indicate that the trained object detection model integration with tracking algorithm gives better outcomes rather than using tracking algorithm or filter itself.

Trait individual difference of reinforcement-based decision criterial learning during episodic recognition judgments (일화 재인 기억에서 강화에 근거한 의사결정 준거 학습의 특성 개인차 연구)

  • Han, Sang-Hoon
    • Korean Journal of Cognitive Science
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    • v.20 no.3
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    • pp.357-381
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    • 2009
  • Although it is known that there are personality characteristic variances in the sensitivity to environmental feedback, the trait individual difference has scarcely been explored in the context of recognition memory decision. The present study investigated this issue by examining the relationship between the feedback-based adaptive flexibility of recognition criterion positioning and personality differences in general sensitivity to non-laboratory outcomes. Experiment 1 demonstrated that veridical feedback itself had little effect on the recognition decision criterion whereas Experiment 2 demonstrated that biased feedback manipulations selectively restricted to high confidence errors, induced shifts even in the overall Old/New category criterion. Critically, individual differences in stable personality characteristic linked to reward seeking(Behavioral Activation System-BAS) and anxiety avoidance (Behavioral Inhibition System-BIS) has been shown to predict the sensitivity of subjects to this form of feedback-induced criterion learning. This data further support the idea that incremental reinforcement-based learning mechanism not often considered important during explicit recognition decisions may play a key role in criterion setting.

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Effects of Self-evaluation using Smartphone Recording on Nursing Students' Competency in Nursing Skills, Satisfaction, and Learning Motivations: Focusing on Foley Catheterization (자율실습교육에서 스마트폰 동영상을 활용한 자가평가 학습법이 간호술기 수행능력, 자율실습만족도, 학습동기에 미치는 효과: 유치도뇨를 중심으로)

  • Chang, Eunhwa;Park, Soohyun
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.24 no.2
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    • pp.118-127
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    • 2017
  • Purpose: The purpose of this study was to identify effects of self-evaluation using smartphone recording on competency in nursing skills, satisfaction and learning motivations in nursing students'. The setting was the open laboratory hours. Methods: A quasi-experimental pre/post-test design was conducted in September 2015. The participants were 82 sophomore nursing students from one University. The experimental group did self-evaluation by watching recorded video clips of their performance. The control group did not have any self-evaluation. The primary outcomes were scores from the foley catheterization checklist, scores from a student satisfaction tool, and scores from a learning motivation tool. Data were analyzed using ${\chi}^2$ test, Fisher's exact test, independent t-test, and paired t-test. Results: There was a significant higher mean score in levels of satisfaction by students in the experimental group compared to the control group (t=2.26, p=.027). In addition, improvement in communication skills by the experimental group was significantly higher than improvement in the control group (t=3.96, p<.001). Conclusion: Findings show that self-evaluation using smartphone recordings has positive effects on increasing both communication skills and satisfaction with practice during open laboratory hours. These results indicate that, self-evaluation using smartphone recording is useful as a supplement to traditional open laboratory education.

Factors Influencing Suicidal Ideation in Male Baby Boomers (베이비붐세대 남성의 자살생각에 미치는 영향요인)

  • Kim, Hee Sook;Yu, Kwang Za;Park, Gyeong Ran
    • Journal of Korean Public Health Nursing
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    • v.28 no.2
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    • pp.347-358
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    • 2014
  • Purpose: The purpose of this study was to identify the factors influencing suicidal ideation in male baby boomers. Methods: This was a descriptive survey study. Data were collected from December, 2012 to June, 2013 from 194 participants. The instruments used included a suicidal ideation questionnaire, somatic symptoms scale, spiritual well-being scale, communication with spouse scale, and social support scale. Data were analyzed using t-test, one-way ANOVA, Pearson's correlation coefficient, and stepwise multiple regression analysis. Results: Suicidal ideation was influenced by learning needs on psychological coping, somatic symptoms, existential spiritual well-being, and communication with spouse. Somatic symptoms (${\beta}$=.39, p<.001), existential spiritual well-being (${\beta}$=-.20, p=.009), learning needs on psychological coping (${\beta}$=.16, p=.008), and communication with spouse (${\beta}$=-.15, p=.031) accounted for 37% regarding suicidal ideation in male baby boomers. Conclusion: We found an association of lower levels of existential spiritual well-being and communication with spouse, higher suicidal ideation. Higher suicidal ideation was also observed in people who had no learning needs on psychological coping compared with those who had. Based on the outcomes of this study, design of an intervention program that emphasizes existential spiritual well-being and communication with spouse is necessary in order to decrease suicidal ideation in male baby boomers.

Analysis of ICT in Education Training for Teachers from Partner Countries (교류협력국 교원 초청 교육정보화 연수의 성과 분석)

  • Suh, Soonshik
    • Journal of The Korean Association of Information Education
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    • v.21 no.2
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    • pp.171-181
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    • 2017
  • Each City & Provincial office of education has provided educational informatization training, which invites its partner country's teachers as part of 'e-Learning Globalization Project.' The purposes of this training program are, a) improving nation brand power by maintaining e-learning national competitiveness and strengthening influence, b) solving digital divide by sharing Korean best practices, c) establishing partnership through exchanges and cooperation, d) capacity building which support partner country's leading teachers can play key roles to spread educational informatization in their own country. It is necessary to reflect outcomes of training program until now and to find sustainable development plan, at 10th anniversary of Education ICT training program now. In order to fulfil purposes, qualitative research was conducted to analyze current status based on context, input, process, and product phases, and to find sustainable development alternative. In-depth interview(IDI) was conducted among supervisor, officials, and teachers from partner countries. Also, the result of IDI was analyzed by themes.

A Study on Effectiveness and Activation Plan of Dream Start (드림스타트사업의 효과성과 활성화 방안)

  • Yoo, Hae Sook;Lee, Hyun Sook
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.9 no.2
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    • pp.175-186
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    • 2014
  • Dream Start Project purposes to provide equal opportunity for the child in the poverty. This project is conducted the last six years, there are voices of worry for the limit of the project performance. Therefore, this study aims to analyse the effectiveness of project and suggest activation plan of Dream Start from the viewpoint of users. This study use focus group interview to explore needs assessment for development of Dream Start Project. In conclusion, the project provides positive outcomes for children and their parents in terms of psychology, education and health etc. Children have increased their basic learning ability through the learning support. They have improved confidence and positiveness. The vaccine was as effective in health promotion. Dream Start had the effect of raising community consciousness. The relationship between children and their parents were smoothly through parent education. Free learning support has brought the economic effects. This project had the effect of improving welfare consciousness of the parents. This study presents the development plan of the business to reflect the users' assessment.

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Application of Creative Design-inducing, Teaching-Learning Method for Improvement of Creativity (창의성 향상을 위한 창의적디자인도출 교수학습법 적용사례)

  • Seo, Mi-Ra;Kim, Ae-Kyung;Lee, Young-Woo
    • The Journal of the Korea Contents Association
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    • v.15 no.3
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    • pp.448-457
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    • 2015
  • This study aims to suggest a creative design-inducing, teaching-learning method which can enhance the efficiency of design education by helping learners improve their creative thinking and solve problems and apply it to diverse curriculums with a goal of having a positive effect on the development of learners' creativity. For this, it was actually applied to game character design from Department of Game Engineering, formative arts from Department of Beauty Care and Digital Graphics from Department of Visual Design using the action research method, and a teacher defined course topic, contents of the course and creative thinking tools and promoted the class. As a result, it was confirmed that it is effective in deriving creative design and increasing learners' interest and participation in class. When a creative thinking tool was used, however, the outcomes of creative learning slightly varied depending on learners' competence.

Effect of Debriefing Based on the Clinical Judgment Model on Simulation Based Learning Outcomes of End-of-Life Care for Nursing Students: A Non-Randomized Controlled Trial (임상판단모델에 근거한 디브리핑 적용이 임종간호 학습성과에 미치는 효과: 비무작위 대조시험설계)

  • Jeong, Kyung In;Choi, Ja Yun
    • Journal of Korean Academy of Nursing
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    • v.47 no.6
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    • pp.842-853
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    • 2017
  • Purpose: This study was conducted to identify effects of debriefing based on the clinical judgment model for nursing students on their knowledge, skill performance, clinical judgment, self-confidence and learner satisfaction during simulation based end-of-life care (ELC) education. Methods: Simulation based ELC education was developed in six steps as follows: selection of learning subjects and objects, development of learning tools, a trial run of simulation-based education, students' skill training, and evaluators' training. Forty-eight senior nursing students (25 in the experimental group and 23 in the control group) participated in the simulation-based ELC education using a high-fidelity simulator. Debriefing based on the clinical judgment was compared with the usual debriefing. Results: ANCOVA showed that there were differences in knowledge (F=4.81, p=.034), skill performance (F=68.33, p<.001), clinical judgment (F=18.33, p<.001) and self-confidence (F=4.85, p=.033), but no difference in satisfaction (t=-0.38, p=.704) between the experimental and control groups. Conclusion: This study found that debriefing based on the clinical judgement model is effective for supporting nursing students for reflecting on clinical judgment and improving their diverse competencies in complex clinical settings such as ELC.

Effects of Web-based Simulation and High-fidelity Simulation of Acute Heart Disease Patient Care (급성 심장질환자 간호에 대한 웹기반 시뮬레이션과 고충실도 시뮬레이션 교육 효과)

  • Chu, Min Sun;Hwang, Yoon Young
    • The Journal of Korean Academic Society of Nursing Education
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    • v.23 no.1
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    • pp.95-107
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    • 2017
  • Purpose: The aim of this study was to assess the efficacy of web-based simulation and high-fidelity simulation on acute heart disease patient care. Methods: The project used a comparative study design with two simulation-based training modalities. A total of 144 nursing students participated in this study: 76 students in a web-based simulation, and 68 students in a high-fidelity simulation. Participants rated their self-efficacy, problem-solving ability, interest in learning, level of stress, satisfaction with the simulation experience, and level of difficulty of the simulation. Results: The scores for self-efficacy, problem-solving ability, and interest in learning including interest in clinical training in the high-fidelity simulation group was higher than in the web-based simulation group. However, there were no significant differences in interest in learning, including interest in nursing knowledge, and in lab training, level of stress, satisfaction with the simulation experience, and level of difficulty of the simulation. Conclusion: A high-fidelity simulation of acute heart disease patient care might be beneficial to developing many more abilities for nursing students than would a web-based simulation. Also, since the web-based simulation improved interest in nursing knowledge, it could be a viable alternative to high-fidelity simulation. Further study is needed to verify the effects of varied levels of simulation-based care with more rigorous outcomes.

A Meta-Analysis of Research Trends in Mathematics Learning Disabilities (수학학습장애 연구 동향 메타분석)

  • Jeon, Yoon-Hee;Chang, Kyung-Yoon
    • Journal of Educational Research in Mathematics
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    • v.26 no.3
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    • pp.543-563
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    • 2016
  • This study was designed as a meta-analysis to investigate the research trends in mathematics learning disabilities(MLD) area. The results of this study were as follows: The 201 researches targeted for the analysis can be categorized 4: characteristic of students with MLD, screening students with MLD, interventional teaching for students with MLD, and et cetera. Also, the outcomes of researches regarding intervention in MLD determined to have a large effect resulted in a total average of 0.958. Especially, as a result of analysing the effect size in accordance with teaching method variables in group-case designed researches, the effect was largest when direct instruction and strategy instruction was given. The effect was largest when the frequency of intervention was over 16 and under 20. The results in this study be summed up as follows. MLD can be served as a foundation in setting a direction for further research to improve in Korea.