• Title/Summary/Keyword: Web Based Learning

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An Internet-based Self-Learning Educational System for Efficient Learning Process of Java Language

  • Kim, Dong-Sik;Lee, Dong-Yeop;Park, Sang-Yoon
    • Proceedings of the Korea Multimedia Society Conference
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    • 2004.05a
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    • pp.709-713
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    • 2004
  • This Paper Presents an Internet-based Java self-learning educational system which consists of a management system named Java Web Player (JWP) and creative multimedia contents fer Java language. The JWP Is a Java application program free from security problems by the Java Web Start technologies that supports an Integrated learning environment including three Important learning Procedures: Java concept learning Process, Programming practice process and assessment process. This JWP enables the learners to achieve efficient and Interesting self-learning since the learning process is designed to enhance the multimedia capabilities on the basis of various educational technologies. On-line voice presentation and its related texts together with moving images are synchronized for efficiently conveying creative contents to learners. Furthermore, a simple and useful compiler is included in the JWP fur providing user-friendly language practice environment enabling such as coding, editing, executing and debugging Java source files on the Web. The assessment process with various items helps the learners not only to increase their academic capability but also to appreciate their current degree of understanding. Finally, simple multiple choices are given suddenly to the learners while they are studying through the JWP and the test results are displayed on the message box. The proposed system can be used for an efficient tool for learning system on the Web.

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Two Stage Deep Learning Based Stacked Ensemble Model for Web Application Security

  • Sevri, Mehmet;Karacan, Hacer
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.16 no.2
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    • pp.632-657
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    • 2022
  • Detecting web attacks is a major challenge, and it is observed that the use of simple models leads to low sensitivity or high false positive problems. In this study, we aim to develop a robust two-stage deep learning based stacked ensemble web application firewall. Normal and abnormal classification is carried out in the first stage of the proposed WAF model. The classification process of the types of abnormal traffics is postponed to the second stage and carried out using an integrated stacked ensemble model. By this way, clients' requests can be served without time delay, and attack types can be detected with high sensitivity. In addition to the high accuracy of the proposed model, by using the statistical similarity and diversity analyses in the study, high generalization for the ensemble model is achieved. Within the study, a comprehensive, up-to-date, and robust multi-class web anomaly dataset named GAZI-HTTP is created in accordance with the real-world situations. The performance of the proposed WAF model is compared to state-of-the-art deep learning models and previous studies using the benchmark dataset. The proposed two-stage model achieved multi-class detection rates of 97.43% and 94.77% for GAZI-HTTP and ECML-PKDD, respectively.

A Design and Implementation of Web-based Test System using Computer-adaptive Test Algorithm (컴퓨터 적응형 알고리즘을 이용한 웹기반 시험 시스템 설계 및 구축)

  • Cho, Sung Ho
    • The Journal of Korean Association of Computer Education
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    • v.7 no.6
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    • pp.69-76
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    • 2004
  • E-learning is the application of e-business technology and services to teaching and learning. It use of new multimedia technologies and Internet to improved the quality of learning by facilitating access to remote resources and services. In this paper, we show a web-based test system, which is carefully designed and implemented based on the real TOEFL CBT. The system consists of a contents delivery mechanism, computer-adaptive test algorithm, and review engine. In this papepr, we describe design and implementing issues of web-based test systems.

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Design of Emotional Bulletin Board to Support Learning Motivation of CoP in Web-Based Learning Environment: Based on Emoticon & Color (학습공동체의 학습동기 촉진을 위한 감성 게시판의 설계 전략 탐색: 이모티콘과 색채 활용을 중심으로)

  • Kim, Kyung;Kim, Dong-Sik
    • The Journal of Korean Association of Computer Education
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    • v.6 no.2
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    • pp.165-173
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    • 2003
  • Learners in web-based learning environment have to keep a stronger will for their study than those in traditional learning environment. Here, this strong will can be told as learner's motivation which is emotional aspects. However, most web-based instructional designs have been based on learner's cognitive aspects. Therefore, this study focused on presenting the strategies for the design of emotional bulletin board and its concrete interfaces.

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A Web-based adaptive hypermedia system for novices to learn programming (초보자들의 프로그래밍 학습을 위한 웹 기반 적응형 하이퍼미디어 시스템)

  • Jung, Hyosook;Park, Seongbin
    • The Journal of Korean Association of Computer Education
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    • v.7 no.6
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    • pp.37-45
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    • 2004
  • With the rapid growth of the Web technologies, the Web has changed teaching and learning as well as our life in various ways. Web-based instruction (WBI) supports self-directed and creative learning at anytime anywhere. However, learners may experience the problems of disorientation and cognitive overload when the hyperspace that consists of learning materials is complex. In this paper, we present a Web-based adaptive hypermedia system based on cognitive load theory which can reduce cognitive loads that novices may experience when they learn programming

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Development of Web-based Learning Instrument for Basic Formative Education (기초 조형교육을 위한 웹기반 학습도구 개발)

  • Kim, byoung-won;Kim, jong-seo;Kawk, hoon-sung
    • Proceedings of the Korea Contents Association Conference
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    • 2008.05a
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    • pp.372-376
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    • 2008
  • Nowadays, active teachers expend much time and effort in preparing for classes. Especially, the basic formative calsses in art education have much effect when they are done with a lot of material(plaster casts, etc.) and lighting effect, but not in real. Proposed web-based learning instrument makes possible basic formative classes with simple operation by loading several materials and lighting operator on the web. In this paper, we propose web-based learning instrument to improve basic formative classes. Students will easily be able to express shadow and shade by lights with this web-based learning instrument in basic formative classes.

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A Study on a Student's General Recognition of Web-Based PBL and Learning Activity of Students by Their Reflective Thinking Level (웹 기반 문제중심학습에 대한 학습자의 인식, 성찰수준, 학습활동에 관한 연구 - 간호학 대학원 학생을 중심으로 -)

  • Lee, Sun-Oak;Park, Young-Suk
    • The Journal of Korean Academic Society of Nursing Education
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    • v.15 no.2
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    • pp.194-204
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    • 2009
  • Purpose: Level of reflective thinking of students are important factors in the area of nursing studies on web-based PBL. These factors were used as a component of learning strategies. One was to understand general recognition to web-based PBL and reaction to the use of reflective journal. The other was to investigate the level of reflective thinking was related to learning activity. Method: PBL was adopted for an online course titled 'Nursing Assessment and Intervention'. Twenty graduate students were evaluated from questionnaire, reflective journals, and individual assignments. Result: Web-based PBL was strong for self-directed learning, team activity, creative thinking, diversity of thinking, and diverse process of learning while hard time, lack of cooperation, uncertainty of outcome, and lack of time were considered as weakness. Reflective journal gave moderate help to learning activities. The learners' learning activities was the lowest in the middle level of reflective thinking. Conclusion: Generally, graduate students in college of nursing showed slightly positive attitude to PBL experience and slightly positive reaction to the learning effect of reflective journal. PBL was estimated to be valuable and meaningful. There was no relationship between the level of reflective thinking and learning activities.

A Study of effectiveness in Web-based education in small and medium-sized enterprises in Korea (중소기업 사내 e-learning 효과성에 관한 실증분석)

  • Che, Kyung-Min;Park, Jung-Hee
    • Journal of Digital Convergence
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    • v.5 no.2
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    • pp.71-81
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    • 2007
  • This study is to design the web-based educational setting in industry to test the effectiveness of online teaching in Korea. Especially this study focuses on the impact of information technology on educational influence on employees in small and medium-sized enterprises (SME) because these experimental settings are differed from universities or large firms often called Jaebaels. The findings of the study are summarized as education setting especially personalization content materials greatly influences on the speed and quality of employees' learning. Also the positive attitudes of employees toward the learning environment correlate to the effectiveness of online learning in SME.

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The Effect of Web-based Learning by Studying the Motion of the Moon (달의 운동에 대한 웹 기반 프로젝트 학습의 효과)

  • Shim, Ki-Chang;Kim, Hee-Soo;Chung, Jung-In
    • Journal of The Korean Association For Science Education
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    • v.25 no.4
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    • pp.450-464
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    • 2005
  • The purpose of this study was to design a web-based project learning that is suitable for teaching concepts by studying the motion of the Moon for middle school students and to investigate the effects of the lesson applying designed learning. Designed learning was conducted with 48 ninth graders, who were individually interviewed; 5 males and females students out of the total. The types and factors of the unscientific concepts on the motion of the Moon were analyzed by the pre-test using interviews and questionnaires being evaluated to the degree of concept level that was developed in this study. After the pre-test students were instructed to do the web-based project learning where they could observe the motion of the moon for a month and discuss the results from the observation. After the web-based project learning, the effect of learning was examined by applying the post-test to the students and by analyzing the comparison of the pre-test and the post-test. The web-based project learning was effective for the conceptual change of the motion of the Moon (p<.001). According to the post-test, it positively affected the students and improved their integrated processing skills. Specifically, it had effects on conducting experiments (p<.001), controlling variables and defining operations (p<.05) in integrated processing skills.

Effectiveness of Web-Based Learning in Basic Nursing Practice Education - focusing on Asepsis technique practice - (기본간호학 실습 교육에서 웹 기반 학습의 효과 - 무균술 실습교육을 중심으로 -)

  • Nam Mi-Ra
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.12 no.3
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    • pp.290-297
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    • 2005
  • Purpose: This study was done to compare the effectiveness of web learning versus traditional education for learning Asepsis technique in Basic Nursing Practice. Method: This research was a quasi-experimental study. The participants were 60 students who were taking Basic Nursing at a nursing college in G city. Thirty students each were assigned to the experimental and the control group. Data were collected between September 26 and 30, 2005, The data were analyzed using descriptive statistics, Independent t-test and ANCOVA Results: The mean score for competence in Asepsis technique practice in the experimental group was 24.73 and in the control group 22.80. This result was statistically significant(t = 3.723, P = .001). The mean score for knowledge in the experimental group was 42.93 and in the control group 38.93. This result was statistically significant(t = 2.119, P = .038). The mean score for satisfaction with degree of study in the experimental group was 55.50 for the pre-test and 56.17 for the post-test, and in the control group 60.23 and 58.00 respectively. This result was statistically significant(F = 10.537, P = .002). Conclusion: The Web based learning was found to be effective in nursing practice, student satisfaction and knowledge, but web-based programs have to be continuously managed and various demands from learners have to be accepted. Eventually we have to use web-based program as educational medium to promote effective learning nursing education.

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