• 제목/요약/키워드: learner data

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Perceptions of preservice teachers on AI chatbots in English education

  • Yang, Jaeseok
    • International Journal of Internet, Broadcasting and Communication
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    • 제14권1호
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    • pp.44-52
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    • 2022
  • With recent scientific advances and growing interest in AI technologies, AI-based chatbots have been viewed as a practical learning aid for English language development. The purpose of this study is to examine preservice teachers' perceptions on the potential benefits of employing AI chatbots in English instruction and its pedagogical aspects. 28 preservice teachers majoring in English education were asked to use Kuki chatbots for a week with a guidance of a researcher and then report on their perceptions of AI chatbots in terms of perceived usefulness after use, applicability, and educational benefits and drawbacks. Emerging codes and themes were identified and evaluated using Thematic Analysis(TA) based on qualitative data from surveys and interviews. The findings show that six emerging themes were identified, encompassing perspectives on teacher, learner, communication, linguistic, affective, and assessment. The overall findings of this study revealed that AI-based chatbots can play a significant role as learning tools for stimulating interactive communication in a target language. Most preservice primary teachers acknowledge that AI chatbots can be useful as teaching and learning aids for both teachers and students. Furthermore, when applying various learner data to chatbot technology, such as learner assessment and diagnosis, a guided approach is necessary to perform a conversation appropriate for the learner's level and characteristics. Finally, as chatbots have a variety of benefits in terms of affective aspects, they may improve EFL learners' confidence in speaking English and learning motivation.

A Preliminary Analysis of Observing Classroom Inquiry on a Web-based Discussion Board System

  • LEE, Soo-Young;LEE, Youngmin
    • Educational Technology International
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    • 제12권2호
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    • pp.19-46
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    • 2011
  • The purpose of the study was to identify the characteristics of classroom inquiry features exhibited on a web-based discussion board, which is called the Message Board. Approximately 4,000 students from 80 schools with 60 on-line scientists were participated in the study. During the study, a total of 639 messages in the selected cluster and several patterns were identified and analyzed. Three main features of the classroom inquiry were analyzed in terms of: 1) learner gives priority to evidence in responding to questions; 2) learner formulates explanations from evidence; 3) learner communicates and justifies explanations. The results are as follow. First, once learners identified and understood the questions posed by the curriculum, they needed to collect evidence or information in responding to the questions. Depending on the question that students were given, types of evidence/data students needed to collect and how to collect the data could vary. Second, students' formulated descriptions, explanations, and predictions after summarizing evidence were observed on the Message Board. However, the extent to which students summarized evidence for descriptions, explanations, and predictions varied. In addition, students were able to make a better use of evidence over time when they formulate descriptions and explanations. Third, the Message Board was designed to allow the great amount of learner self-direction. Classroom teachers and on-line scientists played an important role in providing guidance in developing inquiry. At the same time, development of content understanding also contributed to inquiry development.

u-Learning 시스템 속성이 지각된 상호작용성 및 학습성과에 미치는 영향 (The Effects of u-Learning Systems Characteristics on Perceived Interactivity and Learning Performance)

  • 이동만;이상희
    • 한국정보시스템학회지:정보시스템연구
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    • 제21권1호
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    • pp.117-152
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    • 2012
  • The purpose of this study was to identify the negative factors affecting personnel u-Learning acceptance and to analyze the interrelation among the factors in this research model. The two independent variables avoidable convenience and reliant convenience, based on pilot test results, and learning performance and perceived interactivity, based on the relevant literature, are used to examine the research model. The research problem was tested with data collected from 577 respondents in 23 universities. This study developed and empirically analyzed a model representing the relationship by using the Structural Equation Model. The major findings of this study are, firstly, that the higher reliant convenience is negatively affecting the degree of system use and learner’s satisfaction, whereas avoidable convenience is only affecting the learner’s satisfaction. Secondly, the higher learning performance and stronger perceived interactivity affects the degree of system use as well as learner’s satisfaction. Finally, the degree of system use affects the learner’s satisfaction.

성인학습자의 이러닝 학습참여에 대한 학습동기 요인 연구 (Exploring the Motivational Factors Influencing on Learner Participation of Adult Learners in e-Learning)

  • 박정현;박지수;손진곤
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제13권1호
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    • pp.28-34
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    • 2024
  • 이러닝은 학습자 자율에 의해 진행되므로 성공적인 학습을 위해서는 지속적인 참여를 위한 학습동기가 무엇보다 중요하다. 평생교육에 참여하는 성인학습자가 증가하면서 이들의 학습참여와 참여에 영향을 미치는 학습동기에 대한 연구가 필요하다. 학습동기와 학습참여간의 관계를 설명하는 기대가치이론과 자기주도학습이론을 바탕으로 학습동기의 구성요소(학습가치, 비용, 자기조절, 일정관리)가 학습참여에 미치는 영향을 분석하였다. 이러닝 프로그램을 MoodleCloud에 구축하였고, 학습자는 설문에 답한 후 학습을 진행하였다. 학습 진행 과정에서 수집한 로그데이터로 산출한 학습참여점수와 설문 응답 데이터를 이용하여 회귀분석을 실시하였다. 분석 결과 성인학습자의 이러닝 학습참여에 유의한 영향을 미치는 동기요인은 학습가치와 일정관리이며, 학습가치에 대한 생각은 남녀 간의 차이가 있는 것으로 나타났다. 즉 성인학습자가 이러닝 학습 프로그램의 가치를 높게 인지할수록, 학습자 스스로 일정관리 능력이 있을수록 학습에 많이 참여한다고 할 수 있다. 이 연구 결과는 학습자와 교수자의 교수·학습전략 수립에 활용될 수 있고, 궁극적으로는 이러닝 중도 탈락을 방지하는 데 도움이 될 수 있다.

대학 비대면 온라인 수업에서의 학습자 만족 연구 (A Study on the Learner's Satisfaction of Untact Online Classes in College)

  • 서윤경;고명희;김수영;전병호
    • 디지털산업정보학회논문지
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    • 제16권3호
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    • pp.83-94
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    • 2020
  • The threat of COVID-19 pandemic put many universities in Korea to develop and implement various types of untact online classes. Online education has been recognized as one of the effective educational methods because of its ubiquitous and flexible educational environments. However quick move to online education caused by the sudden attack of the COVID-19 led to many problems such as faculty's burden and stress from the planning and designing suitable for online classes, technology system problems for both students and faculty and students' complaints of the low quality of education. The primary purpose of this study is to investigate the effects of learner, contents, and instructor factors on college student satisfaction with untact online classes during the first attack of COVID-19 pandemic. The data were collected from 605 undergraduate students of S women's university based in Seoul, who took the untact online classes in the spring semester 2020. The results of empirical analysis reveal that only contents factor are likely to predict learner satisfaction. These findings provide insights that the effective planning and designing classes are key to enhancing learner satisfaction with online education. This study suggests that instructors need various contents developed and educational strategies for students.

CAI 에서 학습자의 통제 소재와 학습 주도권이 학업 성취도에 미치는 영향 (The Effect of Learner's Locus of Control and Types of Learning Control on Academic Achievement in CAl)

  • 백미숙;이성근
    • 컴퓨터교육학회논문지
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    • 제4권1호
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    • pp.65-76
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    • 2001
  • 본 논문은 학습자의 통제소재와 관련하여 CAI의 학습효과를 검사하고, 학습자의 통제소재와 학습주도권이 상호관련하여 학업성취에 영향에 대해 분석하였다. 실험 대상은 전남 여수 J중학교 1학년 4개반 160명을 대상으로 선정하였고, 일차적으로 통제소재 검사를 실시하여 내적 외적 통제자 집단으로 분류하였다. 이들 집단에 대해 교사 주도형 CAI와 학습자 주도형 CAI로 수업을 실시하여 통제소재에 따른 학업 성취를 조사하였으며 집단간 차를 통계적으로 검증하는데 ANOVA 변량 분석을 실시하여 다음과 같은 연구 결과를 나타냈다. 첫째, CAI학습결과로서 내적 통제자집단의 학업 성취가 외적 통제자집단에 비해 높았다. 둘째, 학습자 주도형 CAI학습집단이 교사 주도형 CAI학습 집단보다 학업 성취가 높았다. 셋째, 학습자의 통제소재와 CAI의 학습주도권형에 따른 학업성취에는 상호 유의미한 관계가 없었다.

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중학교 지구과학 영역에서 POE 수업모형 적용의 효과 (The Effects of POE Model in the Earth Science Unit of Middle School)

  • 이은주;최성봉;김상달
    • 대한지구과학교육학회지
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    • 제2권1호
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    • pp.48-54
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    • 2009
  • This study aims to find out any effect of a POE model in the earth science unit of middle school(POE: prediction-observation-explanation). So this report compared and analyzed the effect that POE class and teacher-oriented class have on the level of learner science process skill and science academic achievement. Two groups, which were composed of 66 students and 64 students of middle school 2rd grade in Gyeongsangnamdo for this study, respectively, were selected as an experimental group and a comparative group. Through the pretest, the level of learner science process skill and science academic achievement were investigated. And learner science process skill and science academic achievement was verified with t-test. The findings of the study are as follows: First, as a result of analyzing the pre-test and the post-test for finding out the effect of class offering the POE model on learner science process skill, the class offering the POE model was shown effective for improving learner science process skill. However, the POE class was found significantly effective for improving the sub-factors of operationally defining, designing investigations, graphing and interpreting data, but not effective for identifying and stating hypothesis, identifying variables. Second, as a result of analyzing the pre-test and the post-test for finding out the effect of class offering the POE model on learner science academic achievement the class offering the POE model was shown effective for learner science academic achievement.

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Clicker를 활용한 한국어 교실 상호 작용 증진 방안 연구 (A Study on Method for Promoting Interaction in L2 Classroom Using Clickers)

  • 류혜진
    • 한국어교육
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    • 제25권1호
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    • pp.53-82
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    • 2014
  • This study aims to find the method to promote interaction in L2 classrooms. Active interaction between learner-to-learner and learner-to-teacher in L2 classroom plays an important role in language acquisition. In light of this, L2 classroom would benefit with the help of learning tools such as Clickers which helps learners to express their level of understanding during the process of learning itself. This is because the anonymity of Clickers allows learners to express their needs without the social risks associated with speaking up in the class. It allows for an evaluative feedback loop where both learners and teachers understand the level of progress of the learners, better enabling classrooms to adapt to the learners' needs. Eventually this tool promotes participation from learners, This is in turn, believed to be effective in fostering classroom interaction, allowing learning to take place in a more comfortable yet vibrant way. This study is finalized by presenting the result of an experiment conducted to verify the effectiveness of this approach when teaching pragmatic aspect of the Korean expressions with similar semantic functions. As a result of the research, the learning achievement of learners in the experimental group was found higher than the learners' in a control group. Analyzing the data collected from a questionnaire given to the learners, the study presented data suggesting that this approach increased the scope of interactivity in the classroom, thus enhancing more active participation among learners. This active participation in turn led to a marked improvement in their communicative abilities.

A Study of the Effects of Learner Characteristics on the Self-Regulated Learning Ability: A Comparison of Korea and China

  • HONG, Zhao;IM, Yeonwook;LI, Chen
    • Educational Technology International
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    • 제17권1호
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    • pp.59-85
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    • 2016
  • The purpose of the study is to report differences in the effects of learner characteristics on the self-regulated learning (SRL) abilities between Chinese and Korean distance learners by using a structured SRL scale. A standardized 54-item self-regulated learning scale (SRAS) was used. The reliability was tested both in China and Korea which showed the scale had good reliability. The comparative study were conducted by administering the SRAS on 1999 Chinese distance learners from the Open Distance Education Center of Beijing Normal University and 1941 Korean distance learners from H Cyber University. Data on four dimensions of SRL - planning, control, regulating, and evaluation - were analyzed using 't-test' and 'ANOVA' with regards to the learner characteristics such as gender, age, prior education level, semesters, location and major. Results indicated that the average participant had an above medium level of SRL ability in all of the four dimensions. There were significant differences in the self-regulated learning ability between Chinese and Korean distance learners. Chinese distance learners scored higher in SRAS than Korean distance learners. The effects of learner characteristics on the SRL ability showed different patterns in the two countries. As for gender, male learners scored better in SRL than female learners in China, whereas it was just the opposite in Korea. No age differences were found in China, but Korean data exhibited a consistent age effect in all dimensions. In Korea, the age group older than 46 scored the highest, followed by the group between 35 to 45 years old, the group between 26 to 35 years old and the group younger than 25. As for location, Korean distance students from metropolitan were better than those from other regions, whereas it was on the contrary in China, albeit the location effect was not statistically significant. Prior education level had a clear and consistent effect on the SRL ability in both countries: the distance learners from junior colleges had better planning, regulating and evaluating abilities than those who came from senior high schools. These results have been discussed in various contexts of distance/online education as well as in relation to different culture between China and Korea. The results will also have implications for designing distance and online learning generally.

규칙유도기법을 이용한 이러닝 시스템의 재이용의도 영향요인 분석 및 예측에 관한 연구 (A study on the Analysis and Forecast of Effect Factors in e-Learning Reuse Intention Using Rule Induction Techniques)

  • 배재권;김진화;정화민
    • Journal of Information Technology Applications and Management
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    • 제17권2호
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    • pp.71-90
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    • 2010
  • Electronic learning(or e-learning) has created hype for companies, universities, and other educational institutions. It has led to the phenomenal growth in the use of web-based learning and experimentation with multimedia, video conferencing, and internet-based technologies. Many researchers are interested in the factors that affect to the performance of e-learning or e-learning services. In this sense, this study is aimed at proposing e-learning system reuse prediction models in which e-learner intention to reuse influence factors(i.e., system accessibility, system stability, information clarity, information validity, self-regulated efficacy, computer self-efficacy, perceived usefulness, perceived ease of use, flow, and parental expectation) affect e-learner intention to reuse positively. A web survey was conducted for the full members of the e-learning education institute A in Seoul, Republic of Korea, an exclusive e-learning company that provides real time video lectures via the desktop conferencing system. The web survey was conducted for 20 days from November 5, 2009, through the e-learning web site of the company A. In this study, three data mining techniques were used : the multivariate discriminant analysis, CART, and C5.0 algorithm. This study was conducted to provide the e-learning service providers, e-learning operators, and contents developers with marketing and management strategies for improving the e-learning service companies, based on the data mining analysis results.

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