• Title/Summary/Keyword: Learning Effects

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The Effects of Explicit Focus on Form on L2 Learning

  • Park, Hye-Sook
    • English Language & Literature Teaching
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    • v.8 no.1
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    • pp.39-53
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    • 2002
  • Recently much research has investigated the role of attention in L2 learning, comparing the effects of explicit learning with those of implicit learning. With this background the research aims at examining the effects explicit focus on form has on L2 learning based on the acquisition of the English article system. The participants were 70 Korean college students who enrolled in English Composition classes. The experimental group received explicit focus on form including grammatical explanation, input enhancement, output practice, and negative evidence (corrective feedback) for two weeks, while the control group was exposed to sufficient input and negative evidence. Completion tasks were administered at the beginning and the end of the semester. In addition, errors in the use of English articles were analysed on their compositions both before and after the different treatments. The analyses of the results show that the explicit focus on form group improved significantly more than the control group, particularly for the definite article 'the', and some changes occurred in the distribution of article errors. These findings suggest that explicit teaching plays a more contributory role than implicit teaching in acquiring L2 knowledge in classroom-based L2 learning.

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Supervised learning-based DDoS attacks detection: Tuning hyperparameters

  • Kim, Meejoung
    • ETRI Journal
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    • v.41 no.5
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    • pp.560-573
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    • 2019
  • Two supervised learning algorithms, a basic neural network and a long short-term memory recurrent neural network, are applied to traffic including DDoS attacks. The joint effects of preprocessing methods and hyperparameters for machine learning on performance are investigated. Values representing attack characteristics are extracted from datasets and preprocessed by two methods. Binary classification and two optimizers are used. Some hyperparameters are obtained exhaustively for fast and accurate detection, while others are fixed with constants to account for performance and data characteristics. An experiment is performed via TensorFlow on three traffic datasets. Three scenarios are considered to investigate the effects of learning former traffic on sequential traffic analysis and the effects of learning one dataset on application to another dataset, and determine whether the algorithms can be used for recent attack traffic. Experimental results show that the used preprocessing methods, neural network architectures and hyperparameters, and the optimizers are appropriate for DDoS attack detection. The obtained results provide a criterion for the detection accuracy of attacks.

Korean Language Learning among Students in Myanmar during Civil Disobedience: A Preliminary Study on its Current Status and Potential Healing Effects

  • Bong-woon Song
    • CELLMED
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    • v.13 no.10
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    • pp.10.1-10.5
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    • 2023
  • Objective: A report investigating the positive effects of Korean language learning on the psychological healing of local students studying Korean during the period of disobedience in Myanmar. Methods: 37 students studying Korean at local foreign language universities in Myanmar and unable to attend school anymore due to their opposition to the military regime are experiencing psychological symptoms of distress and anger. Results: In this survey, Most Myanmar students responded that they receive psychological healing through self-study of the Korean language. Conclusion: It can be inferred that Korean language learning has psychological healing effects.

The Effects of Task Value, Perceived Usefulness, and Teaching Presence on Learning Outcomes in Cyber University (사이버대학생의 학습성과에 대한 과제가치, 지각된 유용성, 교수실재감의 영향)

  • Lee, Jeong-Min;Yoon, Seok-In
    • Journal of The Korean Association of Information Education
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    • v.15 no.3
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    • pp.449-458
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    • 2011
  • The purpose of this study is to investigate the effects of task value and perceived usefulness on learning outcomes. This study also examined the mediating effects of teaching presence in their relationships. As a result, task value and perceived usefulness significantly predicted learning outcomes (learning flow and learning persistence). In addition, teaching presence mediated between task value, perceived usefulness and learning outcome. This findings imply that task value, perceived usefulness, and teaching presence should be valued to enhance learning outcomes in Cyber university.

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The Effects of a Professional Learning Environment at a Day Care Center on the Professionalism of Beginning Teachers: Focusing on the Mediating Role of Their Work Task Motivation (어린이집의 교사전문성 지원환경이 초임교사의 전문성 인식에 미치는 영향: 직무수행동기의 매개효과를 중심으로)

  • Cho, Ayoung;Kim, Soojung
    • Korean Journal of Childcare and Education
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    • v.15 no.5
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    • pp.113-138
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    • 2019
  • Objective: This study aimed to determine the effect of a teacher professional learning environment at workplace day care centers on the professionalism of beginning teachers and also to verify the mediating effects of the beginning teachers'work task motivation on that relationship. Methods: The participants were 129 new teachers currently employed at workplace day care centers. The Current Status for Professional Competence was used to measure the teachers' professionalism. The Professional Learning Environment Inventory assesses the professional learning environment of day care centers. To measure the work task motivation, the Work Tasks Motivation Scale for Teachers was used. Results: Firstly, positive relationships were identified between a professional learning environment and their intrinsic motivation and identified motivation. However, there were also negative relationships between the professional learning environment and their introjected motivation and amotivation. Secondly, this study partially verified the mediating effects of the beginning teachers'work task motivation on the relationship between the professional learning environment and teachers' professionalism. Conclusion/Implications: The relationship between the professional learning environment and the professionalism of beginning teachers was mediated by the teachers'own intrinsic motivations, identified motivations, and amotivation.

The Effects of Mobile Learning Factors and Training Transfer on the Effective Organisational Learning in Malaysian Oil and Gas Industry

  • Chee, Sua Wui;Saudi, Mohd Haizam Mohd;Lee, Chong Aik
    • Asian Journal of Innovation and Policy
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    • v.7 no.2
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    • pp.310-337
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    • 2018
  • Adoption of mobile learning (m-learning) is not new in Malaysian oil and gas industry, with heavy investment into research and development to train the workers. Nevertheless, the low application of learnt skills on the job remains an emergent research area where there is a missing link on the effects of m-learning and effective organisational learning and implication on its training transfer. The result of this quantitative research revealed that all variables in m-learning were found to have a positive relationship with the effective organisational learning, and there is evidence of training transfer as a mediator of the relationship between self-directed learning, training design, work environment and effective organisational learning. However, there were some discrepancies in the extend of training transfer between trainee characteristics and organisational learning. As such, some important issues emerged which challenge the importance of evaluating workers' readiness and transfer for a successful implementation of m-learning towards developing effective organisational learning.

Effects of Learning Activities on Application of Learning Portfolio in Nursing Management Course (간호관리학 교과에서 학습포트폴리오를 활용한 학습활동의 효과)

  • Choi, So Eun;Kim, Eun A
    • Journal of Korean Academy of Nursing
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    • v.46 no.1
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    • pp.90-99
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    • 2016
  • Purpose: This study was conducted to examine effects of a learning portfolio by identifying the learning of nursing students taking a learning portfolio-utilized nursing management class. Methods: A non-equivalent control group pretest-posttest design was used. Participants were 83 senior students taking the nursing management course in one of the Departments of Nursing at 2 Universities. Experimental group (n=42) received a learning portfolio-utilized nursing management class 15 times over 15 weeks (3 hours weekly). Self-directed learning abilities, approaches to learning and learning flow of the participants were examined with self-report structured questionnaires. Data were collected between September 2 and December 16, 2014, and were analyzed using chi-square test, Fisher's exact test, independent t-test and ANCOVA with SPSS/PC version 21.0. Results: After the intervention the experimental group showed significant increases in self-directed learning abilities, deep approaches to learning and learning flow compared to the control group. However, no significant difference was found between groups for surface approaches to learning. Conclusion: Learning activities using the learning portfolios could be effective in cultivating the learning competency for growth of knowledge, technology and professionalism by increasing personal concentration and organization ability of the nursing students so that they can react to the rapidly changing environment.

The Effects of College Life Adaptability on Career Preparation Behaviors of College Students: Mediating Effects of Major Satisfaction, Job Stress, and Self-Directed Learning

  • Il-Hyun, Yun
    • International Journal of Advanced Culture Technology
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    • v.10 no.4
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    • pp.245-254
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    • 2022
  • This study is a study to empirically verify the mediating effect on college life adaptation and career preparation behavior of college students. The purpose of this study is to empirically analyze the multi-mediated effects of major satisfaction, job stress, and self-directed learning. For this study, 216 university students were enrolled. For the collected data, SPSS Process macro was used. The result is as follows. First, there were multiple parallel mediating effects and multiple serial mediating effects on major satisfaction, job stress, and self-directed learning between college life adaptability and career preparation behavior. Second, the path of simple mediation and double mediation effect was found between college life adaptation and career preparation behavior. Based on the research, the necessity of revitalizing the program for revitalization of teaching activities and industry-academic cooperation activities in the major field and improvement of career preparation behavior and university life adaptation ability and follow-up research were suggested.

Educational Effects of Flipped Learning on University Teaching Courses (대학 교직수업에 적용한 플립드 러닝의 교육적 효과)

  • Lee, Soon-Deok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.2
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    • pp.346-357
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    • 2019
  • The purpose of this study was to examine the effects of flipped learning and explore the learners' experiences. Data were collected from 64 students who participated in flipped learning for 7 weeks at N university. The results were as follows. First, after applying flipped learning, learners feel more comfortable learning together and prefer collaborative learning. Second, flipped learning had no significant effects on learner's overall metacognition, but it had positive effects on the awareness and cognitive strategies. Third, flipped learning had no significant effects on academic self-efficacy, but it positively affected the task difficulty preference and confidence of learners who had a lower level of collaborative tendencies. Fourth, flipped learning had no significant effects on SDL ability, but it positively affected the learning plan of learners who had a higher level of collaborative tendencies. Fifth, learners' class satisfaction of flipped learning was generally very high. We suggested a policy, instructional design and strategies for effective implementation of flipped learning.

A Study on the learning behavior and the effect of on-line class using LMS data - Focusing on computer-practice classes (LMS 데이터를 활용한 온라인 러닝의 학습 행동 및 효과에 관한 연구 - 컴퓨터 실습수업을 위주로)

  • Jun Byoungho
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.19 no.2
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    • pp.79-87
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    • 2023
  • On-line learning has been adopted as a major educational method due to the COVID-19 pandemic. Students and faculties got accustomed to on-line educational environment as they experienced it during the COVID-19 pandemic. Development of various technologies and social requirement for educational renovation lay groundwork for on-line learning as well. Therefore, on-line learning or blended learning will be likely to go on after the end of COVID-19 pandemic and it is necessary to prepare the guidelines for effective utilizing on-line learning. The primary purpose of this study is to examine the learning behaviors and the learning effects by using LMS data. Learning behaviors were measured in terms of learning time and access frequency for pre-recorded video lectures targeting computer-practice classes. The results of empirical analysis reveal that frequency was the significant predictor of course achievements but learning time was not. The findings of empirical analysis will provide insights that the effective planning and designing on-line classes based on learning behaviors are key to enhancing learning effects and learner's satisfaction.