• 제목/요약/키워드: Meta-learner

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수학 학습 메타 정의의 개념 요소와 의미 탐색 (Exploring the Conceptual Elements and Meaning of Meta-affect in Mathematics Learning)

  • 손복은;고호경
    • 한국수학교육학회지시리즈E:수학교육논문집
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    • 제35권4호
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    • pp.359-376
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    • 2021
  • 본 연구는 수학 학습에서 긍정적이거나 부정적으로 발현되는 학습자의 감정이나 학습자가 보유한 수학에 대한 신념, 태도가 수학 학습 결과에 영향을 미친다는 연구에 기반하여 학습자 감정이나 정의적 요소들을 학습자 자신의 학습 목표나 목적에 맞게 조절할 수 있는 요소를 강구하고자 하였다. 이를 위하여 메타 정의에 관련된 연구들을 연결망 분석을 통하여 종합적으로 분석함으로써 메타 정의의 정의적 요소를 추출하고 이에 대한 개념을 분류, 그 의미를 탐색하였다. 그 결과 메타 정의의 정의적 요소로서 감정, 태도, 신념, 메타 정의의 개념 요소는 알아차리기(자각), 평가, 조절, 활용, 모니터링으로 도출할 수 있으며, 각 개념 요소에 대한 의미를 정의하였다. 본 연구 결과는 수학교육 분야에서 의미 있게 다뤄지는 정의적 영역과 관련하여 정의적 요소의 규명이나 특성에 대한 고찰을 넘어, 수학 학습에서 감정적 영역을 조절하고 이를 활용하기 위한 방안으로의 메타 정의의 개념 요소와 의미를 탐색하였다는데 그 의의가 있다.

과학 추론능력과 과학 탐구능력에 영향을 미치는 학습자 변인 분석$^{1)}$ (The Analysis of Learner탐s Variables Affecting on Scientific Reasoning and Science Process Skills)

  • 김영신;정완호;이진희
    • 한국초등과학교육학회지:초등과학교육
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    • 제20권1호
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    • pp.1-7
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    • 2001
  • The purpose of this study is to examine the learner's variables affecting on scientific thinking and scientific process skills. To study this purpose, through the procedure study, the learner's variables were divided into cognitive variable, ego variable, and affective variable, then the questionaire survey through the reconstruction of standardization instrument was made over 120 elementary school fifth grade student in Seoul, Anyang, and Pajoo. The results of this study were as follows: 1) The learner's variables affecting on scientific thinking were cognitive variable and for female students, also affect affective variable. The subordinated catagories of statistically significant degree of explanation were achievement motivation, cognitive level, and cognitive style and another statistically significant correlation were meta-cognition, self regulated learning, self efficacy, and muliple intelligence. 2) The learner's variables affecting on science process skills were cognitive variable and affective variable. And the subordinated catagories of statistically significant degree of explanation were achievement motivation, and cognitive level. And another statistically significant correlation were meta-cognition, self regulated loaming, self efficacy, multiple intelligence, and attribution.

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A Quest of Design Principles of Cognitive Artifacts through Case Analysis in e-Learning: A Learner-Centered Perspective

  • PARK, Seong Ik;LIM, Wan Chul
    • Educational Technology International
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    • 제10권1호
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    • pp.1-23
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    • 2009
  • Learners are often posited in a paradoxical situation where they are not fully involved in decision making processes on how to learn, in designing their tools. Cognitive artifacts in e-learning are supposed to effectively support learner-centered e-learning. The purpose of the study is to analyze cases of cognitive artifacts and to inquire those design principles for facilitating the learner-centered e-learning. Four research questions are suggested: First, it will be analyzed the characteristics of learners with respect to design of cognitive artifacts for supporting the learner-centered e-learning. Second, characteristics of four cases to design cognitive artifacts in learner-centered e-learning environment are analyzed. Third, it will be suggested the appropriate design principles of cognitive artifacts to facilitating learner-centered learning in e-learning environment. Four cases of cognitive artifacts design in learner-centered e-learning was identified as follows: Wiki software as cognitive artifacts in computer-supported collaborative learning; 'Play Around Network (PAN)' as cognitive artifact to monitor learning activities in knowledge community; Knowledge Forum System (KFS) as a cognitive artifact in knowledge building; cognitive artifacts in Courses-as-seeds applied meta-design. Five design principles are concluded as follows: Promoting externalization of cognitive artifacts to private media; Helping learners to initiate their learning processes; Encouraging learners to make connections with other learners' knowledge building and their cognitive artifacts; Promoting monitoring of participants' contributions in collaborative knowledge building; Supporting learners to design their cognitive artifacts.

Interaction Patterns in Distance Only Mode e-Learning

  • SUNG, Eunmo
    • Educational Technology International
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    • 제10권2호
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    • pp.127-143
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    • 2009
  • The purpose of this study was to identify the interaction patterns in distance only mode e-Learning. In order to investigate this study, messages shown in the electronic notice board were analyzed to see how interaction occurs between teacher and learner or learner and learner under the e-learning of cyber university. To analyze messages was applied according to the framework by Henri's contents analysis model. As a result of contents analysis on electronic board, the participative dimension was 399 messages. A learner put on 7~8 messages a day. The number of messages was low compared to the number of learners, but the number of inquiries was about 140. That means that each learner contacts and checks messages at least once a day. The meaning dimension was 600 units. The main interaction patterns were Interactive-social-cognitive-metacognitive. This means that e-Learning in distance only mode leads a positive attitude of learners as a self-directed learning, and needs teacher's well-structured instructional strategies for increasing interaction. In conclusion, social dimension and interactive dimension of messages support learners psychologically in the process of learning though they directly guide learning under the circumstances of e-learning lacking face-to-face element. It can be interpreted that the teacher's role is significantly important in order to attract learners' positive participation and cognitive and meta-cognitive dimension of messages and activities

수학 영재아의 문제해결 활동에 대한 메타정의적 관점에서의 특성 분석 (Analysis of characteristics from meta-affect viewpoint on problem-solving activities of mathematically gifted children)

  • 도주원;백석윤
    • 한국수학교육학회지시리즈A:수학교육
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    • 제58권4호
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    • pp.519-530
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    • 2019
  • 선행연구에 의하면 수학 학습활동에서 인지적, 정의적 요소들 사이의 상호작용에 기반하는 메타정의는 메타인지와 유사한 방식으로 학습자의 수학적 능력과 긴밀한 역학적 관련성을 유지한다. 본 연구에서는 이러한 특성을 현상학적으로 파악하기 위하여 초등학교 5학년 수학 영재아의 소집단 문제해결 사례를 메타정의적 관점에서 분석하였다. 그 결과 수학 영재아의 인지적, 정의적 특성이 메타정의적 활동을 통해 문제해결 활동에 나타나고 있음을 알 수 있으며, 특히 문제해결자의 정의적 역량은 정서나 태도 형태의 메타정의로 문제해결 활동에 작용함을 알 수 있었다.

반사실적 데이터 증강에 기반한 인과추천모델: CausRec사례 (A Causal Recommendation Model based on the Counterfactual Data Augmentation: Case of CausRec)

  • 송희석
    • Journal of Information Technology Applications and Management
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    • 제30권4호
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    • pp.29-38
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    • 2023
  • A single-learner model which integrates the user's positive and negative perceptions is proposed by augmenting counterfactual data to the interaction data between users and items, which are mainly used in collaborative filtering in this study. The proposed CausRec showed superior performance compared to the existing NCF model in terms of F1 value and AUC in experiments using three published datasets: MovieLens 100K, Amazon Gift Card, and Amazon Magazine. Compared to the existing NCF model, the F1 and AUC values of CausRec showed 1.2% and 2.6% performance improvement in MovieLens 100K data, and 2.2% and 10% improvement in Amazon Gift Card data, respectively. In particular, in experiments using Amazon Magazine data, F1 and AUC values were improved by 11.7% and 21.9%, respectively, showing a significant performance improvement effect. The performance of CausRec is improved because both positive and negative perceptions of the item were reflected in the recommendation at the same time. It is judged that the proposed method was able to improve the performance of the collaborative filtering because it can simultaneously alleviate the sparsity and imbalance problems of the interaction data.

스마트러닝 효과성 메타분석 연구 (A Meta-Analysis on the Effectiveness of Smart-Learning)

  • 한상준;김화성;허균
    • 수산해양교육연구
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    • 제26권1호
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    • pp.148-155
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    • 2014
  • The purpose of this research was to analyze the effects of smart learning. By using meta analysis method, twenty MA and Ph.D degree papers published from 2006 to 2013 were analyzed and 104 effect sizes were calculated. Followings were the results of the research: (a) Smart learning turned out to be more statistically effective comparing to traditional education. The total mean effect size was .886 and the value of U3 was 66.53%. (b) All effect size of sub dependent variables(ie, academic achievement, learning satisfaction, learning attitude) were also effective by adapting smart learning. (c) The moderated variables likes learner characteristics, learning content, and interaction had high effect sizes. Operation system variable had a low effect size but it was not significant.

구성주의 교육방법의 구현요소로서의 학교도서관 활용수업에 관한 연구 (A Study on the School Library Assisted Instruction as a Practical Element of Constructivism)

  • 서진원
    • 한국도서관정보학회지
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    • 제42권2호
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    • pp.215-236
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    • 2011
  • 구성주의교육은 현대지식기반 사회에서 학교교육의 중요한 목표이다. 구성주의는 학습자의 사회적 학교생활을 통해서 지식의 구성이 개인적, 주관적으로 이루어진다고 주장한다. 학습자의 창의성을 바탕으로 하는 지식의 개인적, 주관적 구성은 오늘날 학교교육의 목표를 학습자중심교육으로 발전시키고 있다. 본 연구는 구성주의교육의 원리와 특성을 규명하고, 구성주의교육의 구현요소로서 학교도서관활용수업의 개념과 특성을 살펴보고자 한다. 학교도서관활용수업은 최근 학교현장에서 관심을 받고 있으나 아직은 충분한 단계로 발전하지 못하고 있다. 본 연구에서는 학교도서관활용수업의 범위와 단계를 조사하고 구성주의교육에서 적용될 수 있는 일반적인 특징을 제시하고자 한다. 구성주의교육은 학습자의 실제적(authentic)경험과 체험을 중시하는 학습환경의 조성을 강조하며, 자료중심교육을 바탕으로 하는 토의학습, 문제 중심학습, 프로젝트학습 등의 학습방법이 효과적이다. 학교도서관은 학교의 정보자료센터로서 자료중심교육의 필수적 요소이며, 학교도서관활용수업은 가장 효과적인 자료중심교육의 방법이다.

유비쿼터스 환경에서의 SCORM 활용을 위한 스마트폰 메타데이터 설계 (A Design of Smartphone Meta-Data for SCORM Application in Ubiquitous Environment)

  • 변정우;한진수;정화영
    • 한국항행학회논문지
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    • 제13권6호
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    • pp.854-860
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    • 2009
  • 유비쿼터스는 정보통신 기술과 IT 기술 등이 접목된 새로운 컴퓨팅 환경으로서, PDA를 비롯한 다양한 기기와 여러 분야의 응용기술이 적용되었다. 최근엔 통신 기능과 다양한 IT 기능이 접목되고 휴대성이 좋은 스마트 폰의 출현으로 사용자들의 기기 이용 환경이 변화하고 있다. 이러한 스마트 폰의 활용은 환경의 제약없이 사용자들에게 학습 기기로서의 역할까지로 확장되고 있다. 따라서 본 연구에서는 스마트 폰에서 U-러닝을 제공하기 위하여 SCORM 기반의 메타데이터를 설계하였다. 이를 위하여, 기존의 LMS와 연동된 SCORM을 U-러닝 서버와 스마트 폰 처리 서버를 두어 이를 핸들링 하도록 하였다. 각기 다른 특성을 가지는 스마트 폰의 적용을 위하여 메타데이터에서는 CPU, 화면크기, 메모리 등의 자원 정보를 가지도록 하였으며, 메타데이터 아답터가 이를 처리하도록 하였다.

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치위생과 학생의 메타인지, 학습전략 및 자기주도성과의 관계 (Relationship among meta-cognition, learning strategy, and self-directedness of dental hygiene students)

  • 이춘선;이선미;김창희
    • 한국치위생학회지
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    • 제20권2호
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    • pp.221-232
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    • 2020
  • Objectives: The aim of this study was to suggest a method for training students majoring in dental hygiene with a sense of professionalism by identifying meta-cognition, efficient learning strategies, and self-directedness necessary to become a spontaneous, self-controlled learner. Methods: A survey was conducted on 316 students majoring in dental hygiene, and collected data were analyzed using SPSS, version 23.0. A post-hoc analysis was performed using descriptive statistics, t-test, analysis of variance, and Duncan's multiple range test, and Pearson's correlation coefficient was used to assess the relationship among meta-cognition, learning strategy, and self-directedness. Results: The meta-cognition, learning strategy, and self-directedness scores of students majoring in dental hygiene were 3.25, 3.08, and 3.12, respectively. Meta-cognition was significant because the grade was lower, and the previous semester grade and major satisfaction were higher. Learning strategy was significant because the previous semester grade and major satisfaction were higher among general high school students. Self-directedness was significantly low in students whose self-conviction score was below 2.0 in terms of the previous semester grade and significantly high with high self-satisfaction. Conclusions: Instructors at the dental hygiene department should acknowledge the importance of meta-cognition, find various teaching methods to improve learning strategy, and encourage students to participate in class by enhancing self-directedness in learning.