• Title/Summary/Keyword: learner data

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The Structural Relationship among Cyber Home Learning System Circumstance, Student, Learning Satisfaction in Elementary School Students (초등학교 사이버가정학습 환경, 학습자 요인, 학습 만족도간의 구조적 관계분석)

  • Kim, Hyunwook
    • Informatization Policy
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    • v.22 no.2
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    • pp.75-92
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    • 2015
  • The purpose of this study was to analysis about the relationship among Cyber Home Learning System(CHLS) circumstance, learner construct, learning satisfaction in elementary school students. Base on the selected data which was gathered from Chungbuk & Deajeon elementary schools, Structural Equation Modeling was used to examine the relationship between factors. The main results of the research were as follow : First, CHLS circumstance factor was more effective on the CHLS satisfaction than CHLS learner construct. In CHLS circumstance factor, 'service' factor was more influential variable. Second, there is high correlation between CHLS circumstance factor and CHLS learner construct. In CHLS satisfaction, 'contents and design' factor was more influential variable. Third, the model fit, = 624.945 (p<.001), RMR .020, GFI .929, AGFI .878, NFI .927, CFI .930, RMSEA .102 was relatively satisfied with the standard using structural equation model. As based on this results, CHLS in elementary education needs elaborate circumstance for the effective achievement.

Implementation of CAI Program using Client/Server (클라이언트/서버를 이용한 CAI 프로그램의 구현)

  • 이순애;박덕원
    • Journal of the Korea Society of Computer and Information
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    • v.4 no.3
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    • pp.53-59
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    • 1999
  • The CAI has not been developed with the non-structural form of interactive courseware under classroom network. This study suggests the direction of enhancement for students' achievement through interaction between learner and learner. and teacher and learner applied the effective multi-presentation and 4he introduction of the concept of chatting client/server to class with the use of multimedia package. For the continuous development of courseware and the effectiveness of keeping and repairing materials. this study consists of development of the teaching materials by Powerpoint which is one of the multimedia package presentation tools, and teaching method through discussion by chatting client/server under the classroom network. This new CAI showed the possibility of the open education through discussion and the enhancement of learners' effective achievement in the result of the data got from the classrooms of elementary, middle and high schools.

A Case Study of Using PBL

  • Park, Hae Rang
    • International Journal of Advanced Culture Technology
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    • v.9 no.3
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    • pp.100-105
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    • 2021
  • This study examines the effectiveness of the study through a case of PBL(problem-based-learning) class conducted in a balanced culture course called at 00- University in the second semester of 2020. The effects of learning are as follows: First, PBL(problem-based-learning) has sufficient active interaction between the teacher and the learner. In the face of prolonged non-face-to-face learning, the PBL teaching method has sufficient interaction between the professors-learner and the learner. Second, PBL learning can actively utilize various problems that fit the characteristics of the subject and actively utilize the process of role sharing and collaboration. By presenting various problem situations suitable for the subject, students will be able to share roles individually or as a team, and fully experience the process of collaboration and discussion in the process of investigating the data. Third, critical perceptions of problem situations can be extended. In modern times, a variety of problem situations arise and critical perceptions of them must be fully learned. In a mass production and mass consumption society, students should develop the ability to blindly recognize and distinguish between real and fake information in a flood of information. The limitations identified in this class case are, first, the nature of the subject, "Understanding Culture and Philosophy," which makes it possible to discuss the global cultural phenomenon, but it should be discussed in terms of philosophy. Second, it is not easy to work as a team on non-face-to-face online. Nevertheless, PBL is a very effective method of learning in which active interactions and learning activities take place between professors and students, whether face-to-face or face-to-face online learning.

The Relationship between the Meaning of Life and Academic Satisfaction of Adult Learners: Mediating Effect of Academic Engagement (성인학습자의 삶의 의미와 학업만족과의 관계: 학업열의의 매개효과)

  • Kim, Eun Mi
    • Journal of the Korea Convergence Society
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    • v.12 no.12
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    • pp.257-265
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    • 2021
  • The purpose of this study is to investigate the relationship between the meaning of life and academic engagement as a factor that affects the academic satisfaction of online learners in adulthood. The subjects of this study were 148 adult learners enrolled in cyber university. For data analysis, Spss 23 and PROCESS Macro were used. As a result of the correlation analysis, there was a significant positive correlation between the meaning of life, academic satisfaction and academic engagement, there was also a positive correlation between academic satisfaction and academic engagement. As a result of confirming the direct effect on educational satisfaction, the direct effect between the meaning of life as an independent variable and academic engagement as a mediating variable was positively significant. As a result of examining the indirect effect of academic engagement on the relationship between the meaning of life and academic satisfaction, the mediating effect was significant. Through insight into the meaning of life in diddle age, students show engagement for their studies, which leads to academic satisfaction. Therefore, in order to increase the academic satisfaction of adult learner, it is thought that it is necessary to develop a practical education program and a motivation program that can find the meaning of life.

The Mediation Effect of Trust in Homeroom Teacher in the Relationship of his Transformation Leadership and the Students' Emotional Stability (담임교사의 변혁적 리더십과 학생의 정서적 안정감 관계에서 담임교사신뢰의 매개효과)

  • Lee, Joo-Yeon
    • The Journal of the Korea Contents Association
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    • v.20 no.12
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    • pp.426-440
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    • 2020
  • This study was conducted to confirm the mediating effect of the teacher's trust in the relationship between the classroom teacher's transformative leadership and the students' emotional stability from the organizational perspective. For this, the data from 290 middle school students in Seoul were collected and analyzed. As a result of the study, the transformative leadership of the homeroom teacher had a positive (+) effect on the trust of the leader. In addition, the teacher's trust in the leader had a positive (+) effect on the learner's emotional stability. In addition, it was confirmed that the teacher's transformational leadership had a positive (+) effect on the learner's emotional stability. Finally, in the relationship between the homeroom teacher's transformative leadership and the learner's emotional stability, teacher trust has a partial mediating effect. This study is meaningful in that it has objectively verified what kind of leadership the homeroom teacher should aim for in order to operate the classroom as the peripheral unit of the school organization, and what emotional and psychological effects such leadership can have on students who are members of the organization.

Introducing Smart Learning Framework in the Digital World: Towards the Enhancement of Technology-Driven Innovation of Arabic Smart Learning

  • Alkhammash, Eman H.
    • International Journal of Computer Science & Network Security
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    • v.22 no.11
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    • pp.331-337
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    • 2022
  • Smart learning is augmented with digital, context-aware, and adaptable technologies to encourage students to learn better and faster. To ensure that digital learning is successful and that implementation is efficient, it is critical that the dimensions of digital learning are arranged correctly and that interactions between the various elements are merged in an efficient and optimal manner. This paper builds and discusses a basic framework for smart learning in the digital age, aimed to improve students' abilities and performance in learning. The proposed framework consists of five dimensions: Teacher, Technology, Learner, Digital content, and Evaluation. The Teacher and Learner dimensions operate on two levels: (a) an abstract level to fit in knowledge and skills or interpersonal characteristics and (b) a concrete level in the form of digital devices used by teachers and learners. Moreover, this paper proposes asynchronous online course delivery model. An Arabic smart learning platform has been developed, based on these smart learning core dimensions and the asynchronous online course delivery model, because despite the official status of this language in many countries, there is a lack of Arabic platforms to teach Arabic. Moreover, many non-native Arabic speakers around the world have expressed an interest in learning it. The Arabic digital platform consists of over 70 lessons classified into three competence levels: beginner, intermediate, and advanced, delivered by Arabic experts and Arabic linguists from various Arab countries. The five dimensions are described for the Arabic platform in this paper. Learner dimension is the Arabic and non-Arabic speakers, Teacher dimension is Arabic experts and Arabic linguistics, Technology dimension consists of technology for Arabic platform that includes web design, cloud computing, big data, etc. The digital contents dimension consists of web-based video, records, etc. The evaluation dimension consists of Teachers rating, comments, and surveys.

A case study of understanding the embodied metaphors for AI education (인공지능 교육을 위한 체화된 메타포 이해 : 언플러그드 활동을 중심으로)

  • Ahn, Solmoe
    • 한국정보교육학회:학술대회논문집
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    • 2021.08a
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    • pp.419-424
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    • 2021
  • The purpose of this study is to understand the educational context including the actual learning process and learner perception using the embodied metaphor in AI education. To this end, a class was designed to utilize the embodied metaphor-based unplugged activity through a qualitative approach. Matrix analysis technique was used to analyze the data collected throughout the course of the class to analyze the experiences and perceptions according to the characteristics of the learner, and the learning context. The results of the study were: First, there was a difference according to the learner's prior experience in the effect on the representative knowledge and the subsequent practice process. Next, the embodied metaphor-based unplugged activity showed soft landing effects on practice and text coding. Finally, the organic integration of unplugged and plugged-in classes helped learners understand the potential of computational thinking.

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Differences of Teachers and Students' Perceptions on Teaching Skills (교사의 수업전문성에 관한 교사와 학생의 인식 차이)

  • Lee, Okhwa
    • Korean Educational Research Journal
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    • v.43 no.1
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    • pp.125-152
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    • 2022
  • The purpose of this study is to examine the differences of perceptions of teachers and students regarding teaching skills. For the analysis, data was collected by ICALT(International Comparative Analysis of Learning and Teaching) class observation tool and students survey called My Teacher Questionnaire. a student survey. The data of teachers and students can be compared because as the two tools have seven common domains(Safe and stimulating learning climate, Efficient organization, Clear and structured instructions, Intensive and activating teaching, Adjusting instructions and learner processing to inter-learner differences, Teaching learning strategies, Learner engagement). In 2016, in Daejeon, Chungbuk and Chungnam. trained teachers collected data from 106 classes, and 2,866 students responded the survey. The reliability and validity of the two tools, class observation and MTQ(My Teacher Questionnaire) are proven to be satisfactory for use in Korean schools. Students perception on teaching was high, particularly when students are in lower grades and learning major subjects like English, Korean, and math. The domain of higher teaching skills, male students show higher perceptions while female students reported higher perceptions on lower-level teaching skill domains. To compare the perceptions of teachers and students, the predictive reliability of students engagement against teaching skill domains was used. Teachers showed higher predictive reliability on lower teaching skill domains while students showed higher predictive reliability on higher teaching skill domains. It is recommended for further study to develop a professional development model using a teacher class observation tool and the My Teacher Questionnaire for pre-service teachers and school teachers.

A Study on the Intelligent Online Judging System Using User-Based Collaborative Filtering

  • Hyun Woo Kim;Hye Jin Yun;Kwihoon Kim
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.1
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    • pp.273-285
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    • 2024
  • With the active utilization of Online Judge (OJ) systems in the field of education, various studies utilizing learner data have emerged. This research proposes a problem recommendation based on a user-based collaborative filtering approach with learner data to support learners in their problem selection. Assistance in learners' problem selection within the OJ system is crucial for enhancing the effectiveness of education as it impacts the learning path. To achieve this, this system identifies learners with similar problem-solving tendencies and utilizes their problem-solving history. The proposed technique has been implemented on an OJ site in the fields of algorithms and programming, operated by the Chungbuk Education Research and Information Institute. The technique's service utility and usability were assessed through expert reviews using the Delphi technique. Additionally, it was piloted with site users, and an analysis of the ratio of correctness revealed approximately a 16% higher submission rate for recommended problems compared to the overall submissions. A survey targeting users who used the recommended problems yielded a 78% response rate, with the majority indicating that the feature was helpful. However, low selection rates of recommended problems and low response rates within the subset of users who used recommended problems highlight the need for future research focusing on improving accessibility, enhancing user feedback collection, and diversifying learner data analysis.

Study for Prediction System of Learning Achievements of Cyber University Students using Deep Learning based on Autoencoder (오토인코더에 기반한 딥러닝을 이용한 사이버대학교 학생의 학업 성취도 예측 분석 시스템 연구)

  • Lee, Hyun-Jin
    • Journal of Digital Contents Society
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    • v.19 no.6
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    • pp.1115-1121
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    • 2018
  • In this paper, we have studied a data analysis method by deep learning to predict learning achievements based on accumulated data in cyber university learning management system. By predicting learner's academic achievement, it can be used as a tool to enhance learner's learning and improve the quality of education. In order to improve the accuracy of prediction of learning achievements, the autoencoder based attendance prediction method is developed to improve the prediction performance and deep learning algorithm with ongoing evaluation metrics and predicted attendance are used to predict the final score. In order to verify the prediction results of the proposed method, the final grade was predicted by using the evaluation factor attendance data of the learning process. The experimental result showed that we can predict the learning achievements in the middle of semester.