• Title/Summary/Keyword: e-learning model

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Study of e-Learning Business model integrated User Created Contents (사용자 제작 콘텐츠(UCC)를 통합한 e-Learning 비즈니스 모델 연구)

  • Lee, Jin-Tae;Han, Seon-Gwan
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2007.05a
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    • pp.156-159
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    • 2007
  • 본 연구에서는 개 방, 참여, 공유를 기 본 가치로 하는 Web 2.0의 대표적 트렌드인 UCC(User Created Contents)를 e-Learning에 접목하여 비즈니스 모델 설계시 고려해야 할 사항들을 분석하였다. 현재 초중등은 물론 대학, 직장, 평생교육의 주류를 형성하고 있는 것은 e-Learning이다. 그러나 기존 e-Learning 모델들은 콘텐츠의 다양성 미흡, 감성의 부재, 흥미 부족 등 해결하기 어려운 문제들을 가지고 있다. 이에 기존 e-Learning 모델의 단점들을 보완해 줄 수 있는 UCC의 개념을 통합함으로써 교육효과를 극대화하고 교육 주체자들의 교육활동을 보다 편리하게 도와줄 수 있을 것이다. 이에 본 연구에서는 교육 주체자들이 제작한 콘텐츠를 Web2.0 플랫폼에 적용하여 참여와 공유를 이끌어 내고 궁극적으로 교육효과를 극대화 할 수 있는 비즈니스 모델을 설계시 고려해야 할 사항을 분석하여 제시하였다.

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A Study on e-Learning System Based on Learning Content Standard in Model Driven Architecture

  • Song, Yu-Jin;Cho, Hyen-Suk
    • 한국정보컨버전스학회:학술대회논문집
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    • 2008.06a
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    • pp.205-208
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    • 2008
  • Contents application from contents development of web technical base and with the operation different environment information of the educational resources integration the importance and necessity of the management central chain e-Learning system will be able to operate are raising its head with base. Is the actual condition which develops the development process where but, the education application currently is not standardized in base. Approaches with an educational domain from the present paper consequently, and defines MDA(Model Driven Architecture) coats e-Learning System. Also uses a studying contents standard metadata and about the contents storage space analyzes and plans the core property which uses MDA automatic tools leads and under developing boil e-Learning System will be able to provide the contents which does in actual professor own necessity.

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Effects of 5E Learning-Cycle Model on Science Academic Achievements, Science Process Skill and Scientific Attitude of Elementary School Students (5E 순환학습이 초등학생의 과학 학업 성취도와 탐구 능력 및 과학적 태도에 미치는 효과)

  • Dong, Hyo-Kwan;Song, Mi-Young;Shin, Young-Joon
    • Journal of Korean Elementary Science Education
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    • v.29 no.4
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    • pp.567-575
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    • 2010
  • The purpose of this study is to investigate the effectiveness of academic achievements, science process skill and scientific attitude. The subjects of this study were 68 fourth-grade elementary school students who were 33 students for the 5E learning cycle instruction and 35 students for traditional instruction. The control group was taught with traditional teaching method, while the experimental group was taught 'the change to the volume of material due to heat' unit of 4th grade with the developed learning cycle model. The results were as fellows: First, the learning cycle instruction is more effective for understanding of a concept related to the change to the volume of material due to heat. Second, the learning cycle model seems more effective for the expansion of both scientific inquiry ability and scientific attitude.

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Effecting the e-Self Directed Learning on Career Myths through Future Time Perspective and Decision Making (e-자기주도학습이 미래시간전망과 의사결정을 매개로 진로신화에 미치는 영향)

  • SO, Won-Guen;KIM, Ha-Kyun
    • Journal of Fisheries and Marine Sciences Education
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    • v.27 no.4
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    • pp.901-911
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    • 2015
  • This article starts with a review of the e-self directed learning, future time perspective and decision making, especially in relation to the career myths. In particular, we empirically analyzed the factors affecting the future time perspective and the decision making on the characteristics of career myths(e.g. relatedness of the test myths, the supreme myth and the family myths). Hence the main purpose of this article is to suggest an empirical model explaining how these factors affect e-self directed learning to future time perspective and decision making. Furthermore, we suggested an expanded model about future time perspective, decision making and especially in relation to the career myths. We founded that the e-self directed learning significantly affect the future time perspective and the decision making, also the future time perspective affect the test myths and family myths except the supreme myths and the decision making significantly affect the career myths(i.e., the test myths, the supreme myth, the family myths).

Vulnerability Threat Classification Based on XLNET AND ST5-XXL model

  • Chae-Rim Hong;Jin-Keun Hong
    • International Journal of Internet, Broadcasting and Communication
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    • v.16 no.3
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    • pp.262-273
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    • 2024
  • We provide a detailed analysis of the data processing and model training process for vulnerability classification using Transformer-based language models, especially sentence text-to-text transformers (ST5)-XXL and XLNet. The main purpose of this study is to compare the performance of the two models, identify the strengths and weaknesses of each, and determine the optimal learning rate to increase the efficiency and stability of model training. We performed data preprocessing, constructed and trained models, and evaluated performance based on data sets with various characteristics. We confirmed that the XLNet model showed excellent performance at learning rates of 1e-05 and 1e-04 and had a significantly lower loss value than the ST5-XXL model. This indicates that XLNet is more efficient for learning. Additionally, we confirmed in our study that learning rate has a significant impact on model performance. The results of the study highlight the usefulness of ST5-XXL and XLNet models in the task of classifying security vulnerabilities and highlight the importance of setting an appropriate learning rate. Future research should include more comprehensive analyzes using diverse data sets and additional models.

Factors Influencing the Learning Effectiveness and Transfer of e-Learning in Business Organlizations (기업의 e-Learning에 대한 학습효과 및 전이에 영향을 미치는 요인)

  • Jung Kyung-Soo;Kim Kyung-Jun
    • The Journal of Information Systems
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    • v.15 no.2
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    • pp.1-29
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    • 2006
  • The recent development of IT, consolidation of communication and multimedia technology have brought enormous changes in many organizations. Theses changes are enabling the new educational opportunities such as distance teaming and virtual class room. Recently, e-Learning has grown rapidly in business training field, In the context of companies, e-Learning has merits in terms of access convenience, costs reduction self-directed learning, reciprocity, and flexibility. In this regard, the primary purpose of this study is to investigate which factors of e-Learning influence the effectiveness of education and transfer of loaming in business organizations. Based on the prior studies of the education and business training field, research model and research hypotheses were developed. Factors studied in this paper were as follows: 1) learners' characteristics, 2) organizational support and 3) system environments. The results of our study are as follows. (1) Motivation perceived usefulness in Learner factors had an significant influence on both learning effectiveness and transfer of teaming, whereas Ability, expectation had an influence on transfer of teaming. (2) Support from peer, support from supervisor in Organization factors had an significant influence on both Loaming effectiveness and transfer of teaming, whereas support from organization had influence on learning effectiveness. (3) Appropriate contents in system circumstance had an significant influence on both teaming effectiveness and transfer of teaming, whereas interface design had an influence on learning effectiveness.

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Development of an e-Learning Program about Medication for New Nurses (신입간호사를 위한 투약 간호 e-Learning 프로그램 개발)

  • Sung, Young Hee;Kwon, In Gak;Hwang, Ji Won;Kim, Ji Young
    • Journal of Korean Academy of Nursing
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    • v.35 no.6
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    • pp.1113-1124
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    • 2005
  • Purpose: The purpose of this study was to develop an e-Learning program about medication for nurses to enhance nurses' medication performance ability and to analyze learners' responses after studying with this program. Method: For the development of the e-Learning program, the NBISD(Network Based Instructional Systems Design) model, suggested by Jung(I999) was applied as a basic model and the instruction design theory of Gagne & Briggs(1979) and ARCS theory of Keller(I983) were applied. After the operation of this program for one month to 34 new nurses, learners' responses were analyzed. Result: Learners' knowledge of medication was greatly improved after this program. In addition learners' satisfaction with the overall education program, help in field applicability, ease of screen shift and exploration, and tutor activities were high and the contents were regarded suitable for e-Learning. Many things were advantageous such as easy accessibility, easy understandability with pictures and flash animation, practical cases and feedback from a tutor. Provision of a supplementary handout and improvement of a tight time schedule were pointed out as things to be improved. Conclusion: This e-Learning program can be used effectively for medication education for registered nurses, student nurses, and new nurses.

Study on the Effect of Sociability, Ease of Use, Usefulness, Enjoyment on Acceptance Intention in e-Learning -A Perspective of the Extended Technology Acceptance Model- (이러닝에서 사회성, 사용용이성, 유용성, 즐거움이 수용의향에 미치는 영향 연구 -확장된 기술수용모델 관점-)

  • Lee, Jong-Man
    • The Journal of the Korea Contents Association
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    • v.12 no.4
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    • pp.417-425
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    • 2012
  • The purpose of this paper is to examine factors influencing e-Learning acceptance intention through extended Technology Acceptance Model(TAM) applying TAM, the motivation theory, and the social response theory. To do this, this paper proposes and analyzes a theoretical model consisting of factors such as perceived sociability, perceived ease of use, perceived usefulness, perceived enjoyment, and e-Learning acceptance intention. Our findings are revealed as following: First, perceived usefulness and perceived enjoyment have positive effects on e-Learning acceptance intention. Second, perceived ease of use has positive effects on determinants of e-Learning acceptance intention. Third, perceived sociability not only has direct influence on e-Learning acceptance intention but also has indirect influence carried by perceived usefulness.

A study on self-regulated learning and UDL study model Implementation for e-mentoring system (자기조절학습과 UDL설계 학습모형을 적용한 e-멘토링 시스템 구축에 관한 연구)

  • Lee, Jung-Hun;Woo, Jin-Woon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.1
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    • pp.91-99
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    • 2011
  • Adult-learners of online education have been distant from studying for a long time and are rather familiar with the old massive education. As a result, despite the excellent ability in self-control learning that results in great academic performances and academic continuity, the learners give up on learning, feeling depressed for not being able to perform their advantage, the self-control learning ability. The study developed a self-control learning model and UDL design learning model in order to establish e-mentoring system. For the analysis on results of the experiment, the researcher extracted academic grade, the rate of re-register, and the amount of total studying time after dividing new students and transfer students of H cyber university into the control group and the experimental group. In conclusion, the results showed that more satisfied the control group is, the higher academic achievements and the higher academic continuity are accomplished.

A Study of e-learning system Model for activating Construction Management education (건설사업관리(CM)교육 활성화를 위한 e-learning 적용모델 연구)

  • Lee, Tai-Sik;Park, Kyoung-Soon;Kang, Ji-Hoon
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2006.11a
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    • pp.554-558
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    • 2006
  • Construction Industry has become bigger, sophistication and specialization. At the same time, the concerns of Construction Management for achieving the goal of quality, cost & air are getting higher. Therefore it is demanded technology to conduct the CM works continuously in the Industrial world and be in process of education to train specialists. Studies are also been doing for it. But infrastructure circumstances are insufficiency comparing with the interests of construction industry. It is needed the scheme of education system to improve the above mentioned problem and to raise education quality standards. Consequently, the study is for E-learning education system. Because this system can help to save cost and to overcome the limits of time and spaces for existing off-line education. The study will present e-learning system architecture model to activate Construction Management education considering the distinctive features of CM.

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