• Title/Summary/Keyword: 활동기반

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Factors affecting participation and achievement in wiki-based online learning (위키 기반 협력학습에서 자기효능감과 위키에 대한 불안이 참여도 및 성취도에 미치는 영향)

  • Lim, Kyu Yon
    • The Journal of Korean Association of Computer Education
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    • v.15 no.6
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    • pp.65-74
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    • 2012
  • Wiki is an online-based collaborative tool, and has been frequently used more recently as it realizes the paradigm of web 2.0 in educational context. Especially, wiki promotes collaborative knowledge building which is the major interest of this study. The purpose of this research is to investigate the relationships among academic self-efficacy, self-efficacy for group work, wiki anxiety, participation in wiki activity, and learning achievement. Fifty nine college students participated in the wiki activity, and the data from fifty three were used for the multiple regression and path analysis. The results reported that academic self-efficacy and wiki anxiety affected participation in wiki activity, and these two variables also had indirect effects on learning achievement, mediated by participation.

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The effects of Teaching-Learning Activities Based Smart learning on Learning Attitudes and the Attention of Students with Intellectual Disorders (스마트 러닝에 기반한 교수학습활동이 지적장애아동의 학습 태도 및 주의집중에 미치는 효과)

  • Chang, Oh-Sun
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.10
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    • pp.235-243
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    • 2013
  • This study deals with the methods of improving about effects of Teaching-Learning Activities Based Smart learning on Learning Attitudes and the Attention of Students with Intellectual Disorders. Analysis method of the data in this study included comparison pre-and post test among the two groups( experimental group and control group) first, indicated that the experimental group showed that significantly greater improvement in the Learning Attitudes. Seconds, As for the attention of the two groups, the experimental group maintained their attention at relatively similar levels throughout the study period, while the attention of the control group had shortened toward the end of the study. These results suggest that the Teaching-Learning Activities Based Smart learning through authoring tool was highly effective in improving mentally with Intellectual Disorders' Learning Attitudes and attention.

Machine Learning-based Elderly Health Prediction with Various Factors of Elderly (다양한 노인 생활 지표를 활용한 기계학습 기반 노인 건강 요인 예측)

  • Rakhmatov Azam;Jaehyeong Lee;Yourim Yoon
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.6
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    • pp.677-689
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    • 2024
  • The quality of life, frailty, economic activity, and other indicators are crucial for assessing older adults' overall well-being and health status. A comprehensive evaluation using this information helps predict the health status of older adults. This study aims to apply and compare machine learning-based prediction models for comprehensive health indicators of community-dwelling older adults. Utilizing data from 4,652 individuals provided by the Aging Research Panel, we assessed various machine learning techniques to fit the predictor variables. Our findings reveal that the LightGBM Regression model performed the best, with an RMSE of 5.082 and an MSE of 25.83. The Gradient Boosting model best predicted current health status, with an RMSE of 0.588 and an R-Square of 0.456. Additionally, the Random Forest model showed strong performance in predicting economic activity participation among older adults. These machine learning-based models offer valuable insights for evaluating health status and predicting economic activity participation, highlighting the importance of employing diverse methodologies for comprehensive predictions.

Characteristics of Student Inquiry Found in Project-based Science Practices: Focusing on Theory-Evidence-Method Coordinations and Skills in Using Tools (프로젝트 기반 과학 활동 과정에서 나타나는 학생 탐구의 특징: 증거-이론-방법의 조정과 도구 사용의 솜씨를 중심으로)

  • Lee, Sun-Kyung;Han, Jiwon;Lee, Jaewon;Noh, Taehee
    • Journal of The Korean Association For Science Education
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    • v.35 no.4
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    • pp.599-608
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    • 2015
  • This study aims to explore the characteristics of student inquiry found in project-based science practices. The participants were four high school students in a science research club and worked their own project for one semester. During the project, they made their research questions, planned and executed their research procedures, and made their own conclusion. Their activities during the project were videotaped and recorded. They were also interviewed. Group worksheets and written reports were all collected for analyses. The whole processes of the inquiry were analyzed and interpreted qualitatively. The characteristics of student inquiry were presented in the view of the theory-evidence-method coordination. Three different modes of the coordinations that were found recursively in their inquiry were the theory-evidence coordination, the evidence-method coordination, and the theory-evidence-method coordination. It was also revealed that students' tacit knowledge using various tools were exhibited and these skills improved during their group works. The implications for school science inquiry education and research based on this study are discussed.

Exploring ESG Activities Using Text Analysis of ESG Reports -A Case of Chinese Listed Manufacturing Companies- (ESG 보고서의 텍스트 분석을 이용한 ESG 활동 탐색 -중국 상장 제조 기업을 대상으로-)

  • Wung Chul Jin;Seung Ik Baek;Yu Feng Sun;Xiang Dan Jin
    • Journal of Service Research and Studies
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    • v.14 no.2
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    • pp.18-36
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    • 2024
  • As interest in ESG has been increased, it is easy to find papers that empirically study that a company's ESG activities have a positive impact on the company's performance. However, research on what ESG activities companies should actually engage in is relatively lacking. Accordingly, this study systematically classifies ESG activities of companies and seeks to provide insight to companies seeking to plan new ESG activities. This study analyzes how Chinese manufacturing companies perform ESG activities based on their dynamic capabilities in the global economy and how they differ in their activities. This study used the ESG annual reports of 151 Chinese manufacturing listed companies on the Shanghai & Shenzhen Stock Exchange and ESG indicators of China Securities Index Company (CSI) as data. This study focused on the following three research questions. The first is to determine whether there are any differences in ESG activities between companies with high ESG scores (TOP-25) and companies with low ESG scores (BOT-25), and the second is to determine whether there are any changes in ESG activities over a 10-year period (2010-2019), focusing only on companies with high ESG scores. The results showed that there was a significant difference in ESG activities between high and low ESG scorers, while tracking the year-to-year change in activities of the top-25 companies did not show any difference in ESG activities. In the third study, social network analysis was conducted on the keywords of E/S/G. Through the co-concurrence matrix technique, we visualized the ESG activities of companies in a four-quadrant graph and set the direction for ESG activities based on this.

정부 시책

  • Korea Electrical Manufacturers Association
    • NEWSLETTER 전기공업
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    • no.95-5 s.126
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    • pp.2-17
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    • 1995
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