• Title/Summary/Keyword: Learning Tool

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Learning Effect Analysis for Flipped Learning based Computer Use Instruction (플립드 러닝 기반 컴퓨터 활용 수업의 학습 효과 분석)

  • Heo, Seo Jeong;Son, Dong Cheul;Kim, Chang Suk
    • Journal of the Korea Convergence Society
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    • v.8 no.1
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    • pp.155-162
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    • 2017
  • This paper suggests efficient learning improvement method of computer use instruction based on flipped learning. Traditional computer use classes were difficult to practice and collaborative with sufficient lectures. However, we used KOCW (Korea Open Courseware) as a footsteps in the class using the flipped learning method and learned in advance before entering the classroom. In the classroom, we conducted collaborative hands on class based on mutual discussion. After the instruction, we measured learning motivation and satisfaction by gender, grade, and major using the motivation test tool. The results showed that degree of attention awareness, perception of class relevance and perception of learning satisfaction were analyzed as 'very satisfied' and 'satisfied' more than 90%.

The Impact of Social Network Position on Learning Performance: Focused on University Students Studying Tourism Data Analytics (소셜네트워크위치가 학업성과에 미치는 영향: 관광데이터분석 수강생을 중심으로)

  • Kim, Chang-Sik;Jung, Tae-Woong
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.16 no.2
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    • pp.105-115
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    • 2020
  • This study examines the influence of the betweenness centrality on tertius gaudens orientation, relationship commitment, and individual learning performance within the university environment. The betweenness centrality explored the antecedent factor of tertius gaudens orientation. The relationship commitment explored the consequence factor of tertius gaudens orientation, and the learning performance explored the consequence factor of the relationship commitment. This survey was carried out by university students. Data were obtained from 74 respondents who have been studying tourism data analytics at one of the leading universities, in Seoul, Korea. In order to validate the research model, social network analysis tool, UCINET 6.689, and a structural equation modeling tool, SmartPLS 3.3.2, were used. The empirical result showed that all antecedent factors (betweenness centrality position, tertius gaudens orientation, and relationship commitment) of the learning performance were significant. In conclusion, this study discusses the research findings and implications. Then the limitations and future directions of the study were suggested.

Big Data Based Urban Transportation Analysis for Smart Cities - Machine Learning Based Traffic Prediction by Using Urban Environment Data - (도시 빅데이터를 활용한 스마트시티의 교통 예측 모델 - 환경 데이터와의 상관관계 기계 학습을 통한 예측 모델의 구축 및 검증 -)

  • Jang, Sun-Young;Shin, Dong-Youn
    • Journal of KIBIM
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    • v.8 no.3
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    • pp.12-19
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    • 2018
  • The research aims to find implications of machine learning and urban big data as a way to construct the flexible transportation network system of smart city by responding the urban context changes. This research deals with a problem that existing a bus headway model is difficult to respond urban situations in real-time. Therefore, utilizing the urban big data and machine learning prototyping tool in weathers, traffics, and bus statues, this research presents a flexible headway model to predict bus delay and analyze the result. The prototyping model is composed by real-time data of buses. The data is gathered through public data portals and real time Application Program Interface (API) by the government. These data are fundamental resources to organize interval pattern models of bus operations as traffic environment factors (road speeds, station conditions, weathers, and bus information of operating in real-time). The prototyping model is implemented by the machine learning tool (RapidMiner Studio) and conducted several tests for bus delays prediction according to specific circumstances. As a result, possibilities of transportation system are discussed for promoting the urban efficiency and the citizens' convenience by responding to urban conditions.

Causal relationship between learning motivation and thinking in programming education using online evaluation tool (온라인 평가 도구를 활용한 프로그래밍 교육에서 학습 동기와 사고력 간 인과 관계)

  • Chang, Won-Young
    • Journal of The Korean Association of Information Education
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    • v.24 no.4
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    • pp.379-390
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    • 2020
  • Recently, interest in online teaching·learning and evaluation tools has increased in the context of Covid-19. In order to use tools effectively, it is necessary to identify the structural influence and causal relationship between the learner's affective and cognitive variables. In this study, to identify a causal relationship between motivation and thinking while using online judge, research and competing model were established and model fit/path analysis were performed. It was found that there was a linear causal relationship from tool usage, self-efficacy, flow, logical thinking, to computational thinking. It was confirmed that 'self-efficacy → flow', or 'flow' had mediating effect on the path from tool usage to thinking, and tool usage was not exerted to thinking through 'flow → self-efficacy'. The causality of 'logical thinking → computational thinking' was identified on the path where tool usage affects thinking ability through learning motivation, but the causality of 'computational thinking → logical thinking' was not identified.

A method to maintain templates in open source-based authoring tool for e-learning assessment items (오픈 소스 기반의 이러닝 평가문항 저작 도구를 위한 템플릿 유지 기법)

  • Han, Sungjae;Choi, Byung-Uk;Cha, Jaehyuk
    • Journal of Digital Contents Society
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    • v.15 no.1
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    • pp.101-112
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    • 2014
  • Existing tools using in the standard e-learning contents authoring were used a method to provide users contents template produced in advance. In order to use resources of the template in a common web-based authoring tool, there is problem to overcome. If the resource of template is inserted within the contents on the authoring tool, the deformation of the template by the user's input that may occur during the edit process cannot be controlled. In this paper, we propose an effective maintenance method to prevent deformation of the resource of template inserted into any WYSIWYG-based HTML authoring tool by user's discretion. We added a template plug-in that can create the IMS-QTI standard resource in tynyMCE the web-based open source editor of representative examples. And the plug-in for tinyMCE was realized as a module of directly respond to the action of limited user input. So, in response to the action of user's input, the structure of the template can be sustained possibly.

Development of an interprofessional education evaluation tool (전문직 간 교육 평가 도구 개발)

  • Hye-Won Choi;Hee-Jung Lim;Myung-Chul Kim;Do-Seon Lim;Young-Sun Hwang;Im-Hee Jung
    • Journal of Korean society of Dental Hygiene
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    • v.23 no.4
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    • pp.277-286
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    • 2023
  • Objectives: In this study, we aimed to develop a systematic tool that can evaluate the effects of interprofessional education (IPE) by applying four core competencies (values/ethics for interprofessional practice, roles/responsibilities, interprofessional communication, and teams and teamwork) and an educational evaluation model to evaluate the learning, behavior of learners, and results step by step. Methods: Previous studies on IPE evaluation tools were analyzed, and an evaluation tool (draft) was developed by modifying questions suitable for evaluation according to the Kirkpatrick model's stages and core competencies. The evaluation tool was completed by conducting a Delphi survey twice with 4-6 experts. To analyze the Delphi survey, the content validity index (CVI) was calculated, and the reliability coefficient (Cronbach's alpha coefficient) was used to measure reliability. Results: 29 questions on pre-education, consisting of learning and behavior stages, and 54 questions on post-education, consisting of reaction, learning, behavior, and results stages, were developed. The CVI and Cronbach's alpha coefficient values were >0.8 and >0.6, respectively. Conclusions: The IPE evaluation tool developed in this study is expected to contribute to the evaluation of the educational level of IPE and the identification of points for improvement when applied to various educational settings.

A Development of Learning System with Authoring Tool for Mathematics Education (저작도구를 이용한 수학 학습시스템 개발)

  • Shin, Woo-Chang;Kim, Kap-Su
    • Journal of The Korean Association of Information Education
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    • v.11 no.2
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    • pp.221-230
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    • 2007
  • It is information age now. Computer technology increases productivity, efficiency, and convenience of the public. Even if the computer-aided mathematics education is very important, so far there is the meager level of applying computers to mathematics education. This paper proposes a learning system with authoring tool for mathematics education. Teachers make study-contents easily with the system, and use them on a class. The content database that stores study-contents extends the usability of the system.

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Analysis of Effectiveness in Project Based Learning Using Thinking Tool on IT Ethics Education for the Technical High School Students (전문계 고등학생의 정보통신윤리 교육에서 사고력 신장 도구를 활용한 프로젝트 학습의 효과 분석)

  • Son, Yu-Kyeong;Song, Hee-Heon
    • The Journal of Korean Association of Computer Education
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    • v.13 no.6
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    • pp.43-52
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    • 2010
  • In this paper, project based learning model using on-line thinking tool was designed and implemented, and the model is reflected in the instructional design on the IT ethics part included in 'General Computer' subject. This instructional design was applied to the class of the technical high school students. In-depth interview on the consciousness of IT ethics reveals that the positive changes occur in the consciousness of IT ethics, especially netiquette, Internet communications languages, copyright, and so on. Also, the result of the quantitative researches represents that a proposed model have a positive effect on academic self-efficacy of the technical high school students. These results show that the proposed model is able to apply to IT ethics education in the technical high school.

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Development of Program Outcome Self-Assessment Tool in Korean Nursing Baccalaureate Education (간호학 프로그램 학습성과 간접측정 도구개발)

  • Kim, Hyun-Kyoung
    • The Journal of Korean Academic Society of Nursing Education
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    • v.21 no.2
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    • pp.215-226
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    • 2015
  • Purpose: This study aimed to develop a self-assessment tool to evaluate program outcomes of nursing students in Korean nursing undergraduate education. Methods: The instrument development process consisted of literature review, focus group interviews, and item validation. A total of 117 items were analyzed through content validity testing. Data was gathered from 302 nursing students in Korea and analyzed using SPSS 21.0. Results: To construct validity, principal component analysis and Varimax rotation were used, and 12 factors, with a cumulative explanatory variance of 69.16%, were determined from 79 items. For internal consistency and reliability, Cronbach's ${\alpha}$ was .91. The half-split reliability results were .84 and .85, and the ROC curve showed an optimal cutpoint at 227. A five-point Likert scale was used for scoring. Conclusion: This instrument was found to have fair validity and reliability as a self-assessment tool for nursing student learning outcomes. Therefore, it can be used to evaluate program outcomes indirectly in nursing schools.

The Visual Display of Temporal Information for E-Textbook: Incorporating the Mind-mapped Timeline Authoring Tool

  • Lee, HeeJeong;Alvin Yau, Kok-Lim
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.7
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    • pp.3307-3321
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    • 2018
  • With the ever-increasing queries related to temporal (or time-related) information, such as the product launching time, in search engine, most web pages will be augmented with such information in the future. Meanwhile, the gradual emergence of the use of electronic textbooks (or e-Textbooks), which enrich the traditional paper-based textbooks with multimedia contents such as interactive quizzes and multimedia-based simulations, has led us to infer that e-Textbooks will be blended with temporal information to support learning. The use of temporal information helps teachers and students to understand the level of prior knowledge required to study a topic, as well as the sequence of learning activities and related sub-topics, that best attains the educational goals. This paper presents a simple yet efficient tool called TimeMap, which is based on mind mapping, to create an e-Textbook called TimeBook that takes account of time-related curriculum and the ability of students to learn via collaboration.