• 제목/요약/키워드: learning persistence

검색결과 81건 처리시간 0.029초

사이버대학생의 직장 유무에 따른 고립감, 상호작용, 콘텐츠만족도, 성취도 및 학습지속의향의 구조적 관계 분석 (Multi-group Analysis of Employment Status in Isolation, Interaction, Content Satisfaction, Achievement and Persistence in Cyber University)

  • 주영주;유나연;설현남
    • 한국콘텐츠학회논문지
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    • 제12권5호
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    • pp.525-540
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    • 2012
  • 본 연구에서는 사이버대학에서 고립감, 상호작용, 콘텐츠만족도, 성취도 및 학습지속의향 간의 구조적 관계를 검증하고 직장유무에 따른 차이를 분석하는 것을 목적으로 하였다. 이를 위해 2011년 2학기 A 사이버대학 학생을 대상으로 연구를 수행하였다. 연구결과 첫째, 상호작용은 고립감에 영향을 미치는 것으로 나타났다. 둘째, 상호작용은 콘텐츠만족도에 유의한 영향을 미치는 것으로 나타났으며 셋째, 상호작용이 성취도에 미치는 영향력이 유의한 것으로 나타났다. 넷째로 고립감과 상호작용은 학습지속의향에 영향을 미치는 것으로 나타났다. 마지막으로 직장 유무에 따른 고립감, 상호작용, 콘텐츠만족도, 성취도 및 학습지속의향에서 경로계수 차이를 분석한 결과 집단 간 유의미한 차이는 없는 것으로 드러났다. 이러한 결과를 바탕으로 사이버대학에서의 사이버교육콘텐츠 및 교육의 질 제고를 위해 요구되는 콘텐츠 설계 및 운영전략을 제언하였다.

Applying and Evaluating Visualization Design Guidelines for a MOOC Dashboard to Facilitate Self-Regulated Learning Based on Learning Analytics

  • Cha, Hyun-Jin;Park, Taejung
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권6호
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    • pp.2799-2823
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    • 2019
  • With the help of learning analytics, MOOCs have wider potential to succeed in learning through promoting self-regulated learning (SRL). The current study aims to apply and validate visualization design guidelines for a MOOC dashboard to enhance such SRL capabilities based on learning analytics. To achieve the research objective, a MOOC dashboard prototype, LM-Dashboard, was designed and developed, reflecting the visualization design guidelines to promote SRL. Then, both expert and learner participants evaluated LM-Dashboard through iterations to validate the visualization design guidelines and perceived SRL effectiveness. The results of expert and learner evaluations indicated that most of the visualization design guidelines on LM-Dashboard were valid and some perceived SRL aspects such as monitoring a student's learning progress and assessing their achievements with time management were beneficial. However, some features on LM-Dashboard should be improved to enhance SRL aspects related to achieving their learning goals with persistence. The findings suggest that it is necessary to offer appropriate feedback or tips as well as to visualize learner behaviors and activities in an intuitive and efficient way for the successful cycle of SRL. Consequently, this study contributes to establishing a basis for the visual design of a MOOC dashboard for optimizing each learner's SRL.

비행교관의 변혁적 리더십이 학생조종사의 심리적 안정감과 학업만족에 미치는 영향 (Effects of Flight Instructor's Transformative Leaderships on Student Pilot's Psychological Stabilities and Learning Satisfactions)

  • 박원태
    • 한국항공운항학회지
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    • 제28권3호
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    • pp.41-51
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    • 2020
  • This research is accomplished to verify objectively how flight instructor's transformative leadership affects student pilot's psychological stabilities and learning satisfactions. Flight instructor's transformative leadership factor divided into individual consideration, intellectual stimulus and charisma from exploring factor analysis. Psychological stability factor subdivided into happiness, concentration and satisfaction. Learning satisfaction factor subdivided into participation, recommendation, persistence, accomplishment and relationship. According to the analysis of flight instructor's transformative leadership effect on psychological stability, it showed that it has statistical significance on happiness, concentration and satisfaction. It also has positive influence on happiness and concentration. The result from regression analysis showed that individual consideration and charisma affected happiness and concentration in order. However, satisfaction from individual consideration, intellectual stimulus and charisma didn't show statistical significance to student pilot's satisfaction. Analysis of flight instructor's transformative leadership on student pilot's learning satisfaction showed statistical significance between them. Intellectual stimulus and charisma had positive influence on student pilot's learning satisfaction. Regression analysis showed charisma and intellectual affect student pilot's learning satisfaction in order.

사례분석을 통한 학생의 수학학습 및 수행에 관한 연구 (A Study on a Student's Learning and Performance in Mathematics by Case Analysis)

  • 방정숙
    • 대한수학교육학회지:학교수학
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    • 제4권1호
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    • pp.79-95
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    • 2002
  • This paper is to make strides toward an enriched understanding of student learning and performance in mathematics that acknowledges the roles social and cultural contexts play in what students learn as well as what we are able to team about student learning. A student's mathematical practice over a year and a half is presented in detail in order to explore the relationships between classroom contexts and student performance. This study was situated at a K-4 urban elementary school in the United States. The data used for this study included classroom observations, interviews with the teachers and the student, and document collection. The data were analyzed by characterizing each classroom context and exploring the student's practice both in the classrooms and in the interviews. Despite the student's ongoing status as a struggling student, there were tremendous changes in his level of engagement in and persistence with mathematical tasks. The student was substantially more engaged in and enthusiastic about the daily mathematics lessons in third grade than he had been in second. However, we found little improvement in his mathematical understanding and performance during class or in the interviews. This highlights that increased engagement in the mathematical tasks does not necessarily signal increased learning. This paper discusses several issues of learning and performance raised by the student, looking at the relationship between classroom context and student performance. This paper also considers implications for how students' performances are interpreted and how learning is assessed.

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The Role of Facilitating Conditions and User Habits: A Case of Indonesian Online Learning Platform

  • AMBARWATI, Rita;HARJA, Yuda Dian;THAMRIN, Suyono
    • The Journal of Asian Finance, Economics and Business
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    • 제7권10호
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    • pp.481-489
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    • 2020
  • The study examines the role of facilitating conditions and user habits in the use of technology in Online Learning Platform (OLP) in Indonesia. The adoption of online learning, persistence, and learning results in online platforms is essential for ensuring that education technology is implemented and gets as much value as possible. People who use technology and systems will embrace new technologies even more. This quantitative study is based on a survey of 254 respondents, who were active users of the technology, and considers the facilitating conditions and user habits variables. Two research hypotheses were tested using the Partial Least Square-Structural Equation Modeling method. Cronbach's Alpha, path coefficient, AVE, R-square, T-test were applied. The results showed that the factors significantly influence the Online Learning Platform technology behavioral intention. This impact is primarily associated with the availability of the resources required to use OLP technology. The availability of these resources includes supporting infrastructures such as widespread Internet access, easy access to mobile devices, and file sizes that affect access speed. The findings of this study suggest that it is necessary to introduce and increase the availability of resources for using OLP technology, and familiarize people with the technology features.

사이버대학 중도탈락 개선을 위한 예측모형 개발 (Development of Prediction Model to Improve Dropout of Cyber University)

  • 박철
    • 한국산학기술학회논문지
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    • 제21권7호
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    • pp.380-390
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    • 2020
  • 사이버대학교는 20대 중심의 일반대학교 학생보다 사회적 배경, 경제적 요인, IT 지식 및 활용능력 등. 복잡한 교육환경의 변화 요인으로 신입생들의 중도탈락이 높은 실정이다. 따라서 사이버대학교 학생은 일반대학교와 다른 중도탈락 방지 대책과 개선 방법이 필요하다. 본 연구에서는 A 사이버대학의 2017년 및 2018년 1학기 중도탈락에 영향을 미치는 요인을 추출하고 '의사결정트리모델'을 통하여 중점관리 및 상담기준을 분류하여 주요 요인을 도출하였다. 각 주요 요인에 대하여 의사결정 적용기준과 주차별 추진방법을 제시하여 '중도탈락개선모형'으로 구현하였다. 그리고 2019년 1학기 신입생을 대상으로 실제로 운영되고 있는 사이버대학 강의운영에 적용하였다. 그 결과 '중도탈락개선모형'을 적용한 신입생의 중도탈락률은 4.2% 감소하였고 학업지속비율은 11.4% 증가하였다. 본 연구의 주요한 의미는 설문지 조사와 사이버대학 LMS(Learning Management System) 학습활동 결과를 동시에 적용하여 객관적인 분석을 하였다는 것이다. 그러나 학생 자료에 대한 정량적인 요인분석은 되었지만, 정성적인 요인분석이 반영되지 못하였고 연구의 구조적인 한계점이 있어 후속연구가 필요하다. 본 연구에서 구현된 개선모형은 사이버대학의 중도탈락률 및 학업지속비율 개선에 유효하게 적용될 것으로 기대한다.

Viral Inhibition of PRR-Mediated Innate Immune Response: Learning from KSHV Evasion Strategies

  • Lee, Hye-Ra;Choi, Un Yung;Hwang, Sung-Woo;Kim, Stephanie;Jung, Jae U.
    • Molecules and Cells
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    • 제39권11호
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    • pp.777-782
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    • 2016
  • The innate immune system has evolved to detect and destroy invading pathogens before they can establish systemic infection. To successfully eradicate pathogens, including viruses, host innate immunity is activated through diverse pattern recognition receptors (PRRs) which detect conserved viral signatures and trigger the production of type I interferon (IFN) and pro-inflammatory cytokines to mediate viral clearance. Viral persistence requires that viruses co-opt cellular pathways and activities for their benefit. In particular, due to the potent antiviral activities of IFN and cytokines, viruses have developed various strategies to meticulously modulate intracellular innate immune sensing mechanisms to facilitate efficient viral replication and persistence. In this review, we highlight recent advances in the study of viral immune evasion strategies with a specific focus on how Kaposi's sarcoma-associated herpesvirus (KSHV) effectively targets host PRR signaling pathways.

Binary Classification of Hypertensive Retinopathy Using Deep Dense CNN Learning

  • Mostafa E.A., Ibrahim;Qaisar, Abbas
    • International Journal of Computer Science & Network Security
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    • 제22권12호
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    • pp.98-106
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    • 2022
  • A condition of the retina known as hypertensive retinopathy (HR) is connected to high blood pressure. The severity and persistence of hypertension are directly correlated with the incidence of HR. To avoid blindness, it is essential to recognize and assess HR as soon as possible. Few computer-aided systems are currently available that can diagnose HR issues. On the other hand, those systems focused on gathering characteristics from a variety of retinopathy-related HR lesions and categorizing them using conventional machine-learning algorithms. Consequently, for limited applications, significant and complicated image processing methods are necessary. As seen in recent similar systems, the preciseness of classification is likewise lacking. To address these issues, a new CAD HR-diagnosis system employing the advanced Deep Dense CNN Learning (DD-CNN) technology is being developed to early identify HR. The HR-diagnosis system utilized a convolutional neural network that was previously trained as a feature extractor. The statistical investigation of more than 1400 retinography images is undertaken to assess the accuracy of the implemented system using several performance metrics such as specificity (SP), sensitivity (SE), area under the receiver operating curve (AUC), and accuracy (ACC). On average, we achieved a SE of 97%, ACC of 98%, SP of 99%, and AUC of 0.98. These results indicate that the proposed DD-CNN classifier is used to diagnose hypertensive retinopathy.

온라인 학습공동체 그룹핑 시스템 개발: 지능적 에이전트 활용 (Grouping System for e-Learning Community(GSE): based on Intelligent Personalized Agent)

  • 김명숙;조영임
    • 컴퓨터교육학회논문지
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    • 제7권6호
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    • pp.117-128
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    • 2004
  • 전통적인 면대면 수업에 비하여 온라인 학습은 학습자에게 더 심한 고립감을 유발하며, 또한 높은 중도 탈락률을 보인다. 이러한 현상은 온라인 학습에서 학습자 간의 상호작용, 소속감, 상호의존성, 상호유대감, 지속적 학습을 가능하게 하는 사회적 환경의 부족함에서 기인한다. 그러므로 e-learning 공동체에서는 중도 탈락률을 낮추고 학습자의 고립감을 해소하도록 하는 것이 매우 중요하다. 따라서 본 논문에서는, 바람직한 학습공동체 형성을 위하여 적용될 취향검사 항목에 대한 연구를 수행하였으며, 이를 바탕으로 온라인상에서 취향검사의 동질성과 다양성을 결합한 지능적 멀티에이전트 기법에 의한 학습공동체 e-learning 그룹핑 시스템(GSE)을 개발하였다. GSE 시스템은 에이전트에 의해 개인화된 사용자 프로파일을 구축하여 사용자 취향에 따른 그룹핑을 자동적으로 수행하는 것이 특징이다. 이 시스템을 실제 테스트해 본 결과, 학습자들의 약 88%가 만족함을 나타냈으며 그룹이 계속 유지되거나 해체되지 않기를 원하는 것으로 나타났다.

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동작인식게임 활용학습에서의 신체운동지능, 언어지능, 몰입, 학습성과 간 경로분석 (Path Analysis of Bodily-Kinesthetic Intelligence, Linguistic Intelligence, Flow and Learning Outcomes in Motion-Capture Game-Based Learning)

  • 류은진;강명희
    • 정보교육학회논문지
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    • 제21권6호
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    • pp.607-618
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    • 2017
  • 최근 디지털 네이티브 학습자를 위한 교수방법으로 게임활용학습에 대한 관심이 증가하고 있다. 이에 본 연구에서는 초등학교 역사수업에 맞추어 개발된 동작인식 게임을 활용하여 수업을 실시한 후 신체운동지능, 언어지능, 몰입, 학습성과(학업성취도, 지속의향) 간 경로분석을 실시하였다. 그 결과 신체운동지능은 몰입에 직접적인 영향을 학습성과에는 간접적인 영향을 미쳤고, 언어지능은 몰입에 직접적인 영향, 그리고 학습성과에의 간접적인 영향을 미치지 않는 것으로 분석되었다. 이 결과를 통해, 동작인식 게임활용학습은 신체운동 역량이 높은 학습자들의 학습동기 및 성과 향상을 지원할 수 있음을 기대하게 한다.