• Title/Summary/Keyword: 학습자변인

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A Rule-driven Automatic Learner Grouping System Supporting Various Class Types (다양한 수업 유형을 지원하는 규칙 기반 학습자 자동 그룹핑 시스템)

  • Kim, Eun-Hee;Park, Jong-Hyun;Kang, Ji-Hoon
    • Journal of The Korean Association of Information Education
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    • v.14 no.3
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    • pp.291-300
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    • 2010
  • Group-based learning is known to be an effective means to improve scholastic achievement in online learning. Therefore, there are some previous researches for the group-based learning. A lot of previous researches define factors for grouping from the characteristics of classes, teacher's decision and students' preferences and then generate a group based on the defined factors. However, many algorithms proposed by previous researches depend on a specific class and is not a general approach since there exist several differences in terms of the need of courses, learners, and teachers. Moreover it is hard to find a automatic system for group generation. This paper proposes a grouping system which automatically generate a learner group according to characteristics of various classes. the proposed system automatically generates a learner group by using basic information for a class or additional factors inputted from a user. The proposed system defines a set of rules for learner grouping which enables automatic selection of a learner grouping algorithm tailored to the characteristics of a given class. This rule based approach allows the proposed system to accommodate various learner grouping algorithms for a later use. Also we show the usability of our system by serviceability evaluation.

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Literacy learner's satisfaction revel and effects on Learning consistence (문해교육 학습자의 학습만족도가 학습지속에 미치는 영향)

  • Yang, Bog Yi;Kim, Jin Sook
    • The Journal of the Convergence on Culture Technology
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    • v.4 no.4
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    • pp.173-180
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    • 2018
  • In order to find how their learning satisfaction to impact on continuous learning, this study analyzed 206 participants who are learners under the literacy education from Ulsan city. With the first results, when looking over their learning satisfaction, we found that the level of satisfaction was the highest at the educational environment following teacher quality, learning results and contents sequentially. In general characteristics, the longer is learning attending and the satisfier is education contents and learning satisfaction. With the second results, when we look over how the general characteristics of literacy learners to impact on continuous learning, those who are over 70 years old expressed the higher rate on continuous learning. With the third results, considering the correlation between learning satisfaction and continuous learning, we concluded that the first was education contents, the second was teacher quality, the third was learning results and the last was learning environment. Consequently, we found that for literacy learners, the older and longer attending and the higher satisfaction, in addition, the continuous learning was higher according to needs of everyday life and the education contents impacted on continuous learning.

The Influence of Instructor's Non-verbal Communication on College Student's Emotional Presence, Rapport and Learning Satisfaction (교수자의 비언어적 커뮤니케이션이 대학생의 감성적 실재감, 라포 및 학습만족도에 미치는 영향)

  • Song, Yun-Hee
    • The Journal of the Korea Contents Association
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    • v.20 no.10
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    • pp.259-267
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    • 2020
  • Teaching and learning is based on communication between instructors and learners. In addition to instructor's verbal communication in the classrooms, non-verbal communication plays an important role. There is growing concerned about instructor's non-verbal communication affecting the learning process and learning outcomes. Based on the literature research student's emotional presence and rapport were used variables of learning process, and learning satisfaction was used as a variable of learning outcome to see the relationship of instructor's non-verbal communication. Data was collected from 378 students at A university in Gyeonggi-do and K university in Daejeon. The data was analyzed through structural equations modeling. As a result of the study, instructor's non-verbal communication had a positive impact on emotional presence and rapport. Emotional presence had a significant influence on rapport and learning satisfaction positively, and rapport had a positive effect on learning satisfaction. Instructors should be able to recognize the role of non-verbal communication in the classes as well as be able to use it appropriately. This study could be used as basic data onto the use of non-verbal communication in university classrooms.

Relationship between General Characteristics, Learning Flow, Self-Directedness and Learner Satisfaction of Medical Students in Online Learning Environment (온라인 학습환경에서 의과대학생의 일반적 특성, 학습몰입, 자기주도성, 학습만족도간의 관계)

  • Jeon, Seong Ju;Yoo, Hyo Hyun
    • The Journal of the Korea Contents Association
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    • v.20 no.8
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    • pp.65-74
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    • 2020
  • The purpose of this study is to analyze relationship between general characteristics of learners and learner-related variables such as learning flow, self-directedness and learner satisfaction, thereby find out effective online teaching methods and provide the necessary basic data for improving learning satisfaction. A total of 473 students of medical school in C region were the subjects of this study and surveyed for research in a self-reporting form. According to the study, proportion of 31 to 40 minutes (38.9%) of learning engaged time was the highest, 65.5% of the learners studied regularly, more than those who studied irregularly(34.5%), and the higher the grade, the higher the percentage of learners who studied regularly. Learning flow averaged 4.03 (±0.86), self-directedness averaged 4.49 (±0.97), and learner satisfaction averaged 4.38 (±1.01). There were significant differences in learning flow, self-directedness and learner satisfaction according to grade, learning engaged time, and learning regularity. the factors affecting learner satisfaction were grade, learning flow, and self-directedness, with 72.5% adjusted R-squared. This study is expected to be used to establish an online learning management system to improve learning satisfaction by identifying variables related to learning satisfaction in the online learning environment of medical students.

Algorithm for MITS Based on the Web (웹 기반 MITS 구현을 위한 알고리즘)

  • 김동혁;고병오;최의인
    • Proceedings of the Korea Multimedia Society Conference
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    • 2004.05a
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    • pp.737-740
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    • 2004
  • 오늘날과 같이 과학기술과 정보통신 기술의 급속한 발달로 인터넷이 다르게 성장하였으며 이로 인하여 다양한 학습용 사이트가 운영되고 있다. 따라서 웹상의 교육정보가 기하급수적으로 증가되었고, 이러한 교육용 웹 자료를 컴퓨터 보조 학습 매체로 활용하고 있다. 또한 CAI(Computer Assisted Instruction), ICAI(Intelligent CAI) 나 ITS(Intelligent Tutoring System) 등을 통해 컴퓨터를 수업매체로 활용하는 방법도 많이 연구되고 있다. 하지만 현재까지 개발된 대부분의 ITS들은 CAl나 ICAI의 이론적 특징을 살릴 수 있을 만큼 진보되어있지 못한 실정이다. 특히 현행 교육과정이 지향하고 있는 수준별 교육과정에 적합하지 않고 학생들의 능력, 적성, 필요, 흥미에 대한 개인차를 고려하지 않으며, 학생 개개인의 성장 잠재력과 교육의 효율성을 극대화하지 못하고 있다. 그리고 학습자가 원하는 요구를 정확하게 파악하여 학습효과를 향상 시킬 수 있는 방법을 제공하고 있지 않다. 따라서 본 논문에서는 학습자들의 개인차 변인을 파악하여 학습자의 요구나 능력에 맞게 학습자의 학업성취를 평가할 수 있고, 수준별 교육과정에서 학습 능력이 떨어지는 학생의 학습 결손을 예방할 수 있도록 인터페이스 모듈, 학습자 모듈, 교수전략 모듈, 전문가 모듈을 가진 자기 주도적 학습을 위한 웹 기반의 MITS(Multimedia ITS: MITS)를 설계하였으며, MITS의 각 모듈들이 효율적으로 상호작용 할 수 있는 알고리즘을 제안하였다.

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The Relationship between Learning Motivation, Learning Strategies, and Korean Proficiency of Chinese Korean Language Learners (중국인 학습자의 한국어 숙달도에 따른 학습동기와 학습전략의 관계)

  • Chang, Ji-Sun
    • The Journal of the Korea Contents Association
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    • v.22 no.8
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    • pp.435-443
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    • 2022
  • The purpose of this study was to analyze the relationship between learning motivation, learning strategies and Korean proficiency. Therefore, this study conducted a learning motivation and learning strategies survey on 101 learners of Korean language from Korean and Chinese universities who obtained a middle and high-level on the Test of Proficiency in Korean. A frequency analysis and correlation analysis was conducted on these students using the SPSS 28.0 program. As a result of the study, it was found that the motivation for learning Korean in Chinese learners was high in the order of integrated motivation and instrumental motivation. The frequency of using metacognitive strategies was the highest. There was no difference in learning motivation corresponding to Korean language proficiency, but there was a correlation in the use of social strategies for learners in levels 3, 4 and 5. Based on these research results, I proposed a teaching and learning method for Chinese learners. Further research should be conducted by comparing the learning motives and learning strategies of learners in the beginner-level group and learners in the middle and high-level group.

The Analysis on Effects of Applying the Contents of Augmented Reality - Focused on the English Class in Elementary - (증강현실 콘텐츠 활용수업의 효과성 분석 - 초등학교 영어과목을 중심으로-)

  • Kim, Kyung-Hyun
    • Journal of The Korean Association of Information Education
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    • v.13 no.3
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    • pp.359-370
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    • 2009
  • This study analyzed the effects of augmented reality contents in the elementary school English curriculum. The study revealed the differences between study focus rate, study participation activeness, study activities consuming variables and instructional climate of a group that used augmented reality contents of the English curriculum produced by KERIS and ETRI in 2008, and a group that did not use the contents. As a result, there was no significant difference between the group that studied with augmented reality contents and the group that studied in a traditional method in terms of study focus rate. For study participation activeness, the traditional class had higher scores. On the other hand, the augmented reality contents class had an even spread of study activities consuming variables overall. In terms of instructional climate, the traditional class had higher scores in the amiable field. These results show that in English classes, the student's focusing skills and motivation for studies and stimulation of students' concentration are more related to results than the type of contents.

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Structural Analyses on the Effects of Self-regulated Learning and Learning Motivation on Learner-instructor Interactions and Academic Performance in College Learning Environments with e-Learning Contents (대학 이러닝 콘텐츠 기반 학습환경에서 자기조절학습과 학습동기가 학습자-교수자 상호작용 및 학업성취에 미치는 영향의 구조적 관계분석)

  • Kang, Min-Seok;Lim, Keol
    • The Journal of the Korea Contents Association
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    • v.13 no.11
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    • pp.1014-1023
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    • 2013
  • Rapid developments of Information and Communication Technologies(ICT) have made people learn with online contents allowing learning at onilne universities. The environments of offering educational contents at online universities differ from those at offline-based ones, so that alternative variables need to be considered in order to enhance learning effectiveness in online settings. In this study, the effects of Self-Regulated Learning(SRL) and motivation on learner-instructor interactions and academic performance in an online university were addressed. As a result, SRL and motivation not only directly affected both interactions and achievements, but also indirectly affected achievements via interactions. Also, learner-instructor interactions were directly effective on learning achievements. The implications of the research included comprehensive understandings of the structural relationships of teaching- and learning-related variables on learning. Suggestions were made based on the results.

A Study on Learning-Path Individualization System for Improving Learning Effects in Web-based Education (웹 기반 교육에서 학습효과 향상을 위한 학습경로 개인화 시스템에 관한 연구)

  • Baek, Jang-hyeon;Kim, Yung-sik
    • The KIPS Transactions:PartA
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    • v.11A no.2
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    • pp.213-222
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    • 2004
  • Today's Web-based teaching-learning is developing in the direction that learners select and organize the contents, time and order of learning by themselves. That is, it is evolving to provide teaching-learning environment adaptive to individual learners' characteristics(their level of knowledge, pattern of study. areas of interest). This study analyzed learners' learning paths among the variables of learners' characteristics considered important in Web-based teaching- learning process using the Apriori algorithm and grouped learners who had similar learning paths. Based on the result, the author designed and developed a learning-path individualization system In order to provide learners with learning paths, Interface, the progress of learning etc. The proposed system is expected to provide optimal learning environment fit for learners' pattern of study and to be enhancing individual learner's learning effects

Investigating factors influencing Educational Performanceand mediating effects of learning presence of University Flipped Learning Classroom (대학 플립드러닝에서 수업성과에 영향을 미치는 요인과 학습실재감의 매개효과 규명)

  • Jeon, JeongA;Lee, Jeongmin;Bae, Yunju
    • Journal of Digital Convergence
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    • v.17 no.12
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    • pp.1-11
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    • 2019
  • The purpose of this study is to investigate factors influencing educational performance and mediating effects of learning presence in the university flipped learning classroom. For achieving this purpose, self-regulation, learning presence, and collaborative preference were selected as learner variables, and perceived academic achievement and learning engagement were selected as variables for educational performance. To investigate causal relationships among the variables, 39 university students who took 16 week course flipped-learning class participated self-reported survey. Collected data were analyzed by multiple regression and mediation analyses. The results were as follows: first, learning presence and self-regulation affected learning engagement, and moreover, the learning presence mediated between self-regulation and learning engagement. Second, only learning presence affected perceived academic achievement. Therefore, various strategies for effective flipped learning should be considered, and well-designed classroom activities that can promote learners self-regulation, learning presence, and learning engagement are needed to successful flipped learning.