• 제목/요약/키워드: individual learning

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유적탐사 지능형 학습 환경 (An Intelligent Learning Environment for Heritage Alive)

  • 김용세;김성아;;박범진;전경자;조윤정
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.1061-1065
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    • 2004
  • The knowledge-based society of the 21st century requires effective education and learning methods in each professional field because the development of human resource determines its competence more than any other factors. It is highly desirable to develop an intelligent tutoring system, which meets ever increasing demands of education and learning. Such a system should be adaptive to each individual learner's demands as well as the continuously changing state of the learning process, thus enabling the effective education. The development of a learning environment based on learner modeling is necessary in order to be adaptive to individual learning variants. An intelligent learning environment is being developed targeting the heritage education, which is able to provide a customized and refined learning guide by storing the content of interactions between the system and the learner, analyzing the correlations in learning situations, and inferring the learning preference from the learner's learning history. This paper proposes a heritage learning system of Bulguksa temple, integrating the ontology-based learner modeling and the learning preference which considers perception styles, input and processing methods, and understanding process of information.

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네트워크 구조와 조직학습문화, 지식경영참여가 개인창의성 및 성과에 미치는 영향에 관한 실증분석: SI제안팀과 R&D팀의 비교연구 (Exploring Influence of Network Structure, Organizational Learning Culture, and Knowledge Management Participation on Individual Creativity and Performance: Comparison of SI Proposal Team and R&D Team)

  • 이건창;서영욱;채성욱;송석우
    • Asia pacific journal of information systems
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    • 제20권4호
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    • pp.101-123
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    • 2010
  • Recently, firms are operating a number of teams to accomplish organizational performance. Especially, ad hoc teams like proposal preparation team are quite different from permanent teams like R&D team in the sense of how the team forms network structure and deals with organizational learning culture and knowledge management participation efforts. Moreover, depending on the team characteristics, individual creativity will differ from each other, which will lead to organizational performance eventually. Previous studies in the field of creativity are lacking in this issue. So main objectives of this study are organized as follows. First, the issue of how to improve individual creativity and organizational performance will be analyzed empirically. This issue will be performed depending on team characteristics such as ad hoc team and permanent team. Antecedents adopted for this research objective are cultural and knowledge factors such as organizational learning culture, and knowledge management participation. Second, the network structure such as degree centrality, and structural hole is used to analyze its influence on individual creativity and organizational performance. SI (System Integration) companies are facing severely tough requirements from clients to submit very creative proposals. Also, R&D teams are widely accepted as relatively creative teams because their responsibilities are focused on suggesting innovative techniques to make their companies remain competitive in the market. SI teams are usually ad hoc, while R&D teams are permanent on an average. By taking advantage of these characteristics of the two kinds of teams, we will prove the validity of the proposed research questions. To obtain the survey data, we accessed 7 SI teams (74 members), and 6 R&D teams (63 members), collecting 137 valid questionnaires. PLS technique was applied to analyze the survey data. Results are as follows. First, in case of SI teams, organizational learning culture affects individual creativity significantly. Meanwhile, knowledge management participation has a significant influence on Individual creativity for the permanent teams. Second, degree centrality Influences individual creativity significantly in case of SI teams. This is comparable with the fact that structural hole has a significant impact on individual creativity for the R&D teams. Practical implications can be summarized as follows: First, network structure of ad hoc team should be designed differently from one of permanent team. Ad hoc team is supposed to show a high creativity in a rather short period, implying that network density among team members should be improved, and those members with high degree centrality should be encouraged to show their Individual creativity and take a leading role by allowing them to get heavily engaged in knowledge sharing and diffusion. In contrast, permanent team should be designed to take advantage of structural hole instead of focusing on network density. Since structural hole can be utilized very effectively in the permanent team, strong arbitrators' merits in the permanent team will increase and therefore helps increase both network efficiency and effectiveness too. In this way, individual creativity in the permanent team is likely to lead to organizational creativity in a seamless way. Second, way of Increasing individual creativity should be sought from the perspective of organizational culture and knowledge management. Organization is supposed to provide a cultural atmosphere in which Innovative idea suggestions and active discussion among team members are encouraged. In this way, trust builds up among team members, facilitating the formation of organizational learning culture. Third, in the ad hoc team, organizational looming culture should be built such a way that individual creativity can grow up fast in a rather short period. Since time is tight, reasonable compensation policy, leader's Initiatives, and learning culture formation should be done In a short period so that mutual trust is built among members quickly, and necessary knowledge and information can be learnt rapidly. Fourth, in the permanent team, it should be kept in mind that the degree of participation in knowledge management determines level of Individual creativity. Therefore, the team ought to facilitate knowledge circulation process such as knowledge creation, storage, sharing, utilization, and learning among team members, which will lead to team performance. In this way, firms must control knowledge networks in permanent team and ad hoc team in a way mentioned above so that individual creativity as well as team performance can be maximized.

수학 학습에 대한 상황적 흥미 요인 탐색 (Exploring the factors of situational interest in learning mathematics)

  • 박주현;한선영
    • 한국수학교육학회지시리즈A:수학교육
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    • 제60권4호
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    • pp.555-580
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    • 2021
  • 본 연구의 목적은 수학 학습에 대한 상황적 흥미 요인을 탐색하고, 이 결과를 바탕으로 수학 수업 내의 교수·학습 방법과 교수·학습 활동 및 수업 외의 비교과 활동에 포함되어 있는 상황적 흥미 요인을 밝히는 것이다. 고등학생들을 대상으로 설문을 실시한 결과 수학 학습에 대한 상황적 흥미의 요인은 10개의 세부영역(즐거움, 호기심, 유능감/ 실생활, 타교과, 진로/ 사전 지식, 지식의 축적/ 변환, 해석), 4개의 일반영역(정서, 태도/ 지식, 이해), 2개의 고차영역(정의/인지)으로 추출되었다. 또한 교수·학습 방법과 교수·학습 활동 및 비교과 활동에는 상황적 흥미의 다양한 요인이 포함되어 있음을 밝혔다. 10개의 수학 학습에 대한 상황적 흥미 요인에 개인적 흥미로 발달에 필요한 요인이 공유되어 있었고, 이러한 연구 결과는 수학 학습 흥미 발달에 관한 연구로 확장될 수 있을 것이다.

개별 맞춤형 학습을 위한 인공지능(AI) 기반 수학 디지털교과서의 학습자 데이터 구축 모델 (A Model for Constructing Learner Data in AI-based Mathematical Digital Textbooks for Individual Customized Learning)

  • 이화영
    • 한국수학교육학회지시리즈C:초등수학교육
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    • 제26권4호
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    • pp.333-348
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    • 2023
  • 인공지능 기반의 수학 디지털교과서의 가장 핵심적인 기능으로 여겨지는 개별 맞춤형 교수·학습이 실현되기 위해서는 개별 학생의 여러 가지 특성 요인에 대한 명확한 분석과 진단이 가장 관건이다. 본 연구에서는 수학 AI 디지털교과서에서 개별 맞춤형 학습 진단을 위한 분석 요인과 도구, 데이터 수집·분석을 위한 구축 모델을 도출하였다. 이를 위하여 최근 교육부의 AI 디지털교과서 적용 계획에 따른 수학 AI 디지털교과서에 대한 요구, 개별화 맞춤형 학습과 이를 위한 데이터에 대한 선행 연구, 수학 디지털플랫폼에서 학습자 분석에 대한 요인 등이 검토되었다. 연구 결과, 연구자는 학생 개인별로 수집해야 할 데이터로 학습 분석을 위한 요인으로 학습 준비도, 과정 및 수행도, 성취도, 취약점, 성향 분석을 위한 요인으로 학습 지속 시간, 문제해결에 걸린 시간, 집중도, 수학학습 습관, 정서 분석을 위한 요인으로 자신감, 흥미, 불안, 학습의욕, 가치 인식, 태도 분석을 위한 요인으로 자기 관리, 학습 전략으로 정리하였다. 또한, 이러한 요인에 대한 데이터 수집 도구로, 문제에 대한 정오 데이터, 학습 진도율, 학생 활동에 대한 화면 녹화 자료, 이벤트 데이터, 시선 추적 장치, 자기 응답 설문 등을 제안하였다. 최종적으로 이러한 요인들을 학습 전, 중, 후로 시계열화한 데이터 수집 모델이 제안되었다.

공학설계 교육을 위한 현실적 교수학습 방법론의 적용 연구 - 컴퓨터공학과 3학년 인공지능 교과진행 사례 - (A Case Study on Practical Teaching Methods for Engineering Design Education - A Practical Teaching Case of Artificial Intelligence Courses for Juniors in Computer Engineering Major -)

  • 김진일
    • 공학교육연구
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    • 제21권6호
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    • pp.74-80
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    • 2018
  • This paper proposes practical teaching methods for efficient progress of project-based learning in engineering design education. Engineering design courses consist of three categories; introductory, individual and capstone design courses. This study concentrates on the case of individual design courses. Individual design courses act as bridges between introductory and capstone design courses and deal with applicable projects based on theoretical frameworks. In this study, practical teaching methods are applied to Artificial Intelligence curriculum as an individual design course for Juniors in Computer Engineering Major. The results on application of practical teaching methods show relatively positive in all aspects.

스마트 교육 환경에서 의사소통교육을 위한 지능형 적응 학습에 관한 연구 (A Study on the Intelligent Adaptive Learning for Communication Education in Smart Education Environment)

  • 구진희;김경애
    • 공학교육연구
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    • 제20권3호
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    • pp.25-31
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    • 2017
  • As the world enters the era of the Fourth Industrial Revolution, which is represented by advanced technology, it not only changes the industrial field but also the education field. In recent years, Smart Learning has enriched learning by using diverse forms and technologies that utilize vast amount of information about learners' individual knowledge through the emergence of realistic and intelligent contents that combine high technology such as artificial intelligence, big data and virtual reality and there is an increasing interest in intelligent adaptive learning, which can customize individual education. Therefore, the purpose of this study is to explore intelligent adaptive learning method through recent smart education environment, beyond traditional writing-based communication education which is highly dependent on the competency of instructors. In this study, we analyzed the various learner information collected in the communication course and constructed a concrete teaching and learning method of intelligent adaptive learning based on the instructor's intended smart contents. The result of this study is expected to be the basis of highly personalized teaching and learning method of digital method in communication education which is emphasized in the fourth industrial revolution era.

대학생의 수면의 질이 비대면 온라인 학습 만족도에 미치는 영향 (The effect of sleep quality on non-face-to-face online learning satisfaction in college students)

  • 고은정
    • 한국임상보건과학회지
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    • 제11권1호
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    • pp.1607-1615
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    • 2023
  • purpose: In addition to evaluating the quality of sleep of college students, the effect on non-face-to-face online learning satisfaction is identified and used as basic data for improving the quality of remote lectures. Methods: From June 1 to June 24, 2022, a self-entry survey was conducted on students enrolled in the dental hygiene department of D University in Daegu. To evaluate the non-face-to-face online learning satisfaction and sleep quality of the study subjects using the lBM SPSS Statistics 21 program, ANOVA analysis was conducted on the difference between individual stress levels and non-face-to-face online learning satisfaction. The correlation between sleep quality, stress, and non-face-to-face online learning satisfaction was analyzed using Pearson's correlation coefficient. Results: The lower the quality of sleep, the higher the stress, resulting in statistically significant results (p<0.001). The higher the quality of sleep, the higher the learning satisfaction, resulting in statistically significant results (p<0.001). There was a statistically significant positive correlation between learning satisfaction and stress (r=0.591, p<0.01). Conciussions: Through the above results, in order to improve the satisfaction of non-face-to-face online learning, it is necessary to manage the individual's learning environment and health to relieve stress. Instructors also need to communicate with learners and apply teaching methods considering learners' academic abilities.

A STUDY ON THE PREREQUISITE LEARNING THROUGH COOPERATIVE LEARNING

  • Oh, Hyeyoung
    • Korean Journal of Mathematics
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    • 제20권4호
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    • pp.463-475
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    • 2012
  • Cooperation is an essential element in mathematics education with independence. We observe cooperative learning and apply it to the education spot. We conducted cooperative learning experiment with students who were not ready for the prerequisite learning of college mathematics. We try to make up the prerequisite learning through collaborative learning to them. We discuss how cooperative learning affects the students who were not ready for the prerequisite learning of college mathematics.

20세기 초 유럽의 아동중심 교육철학에 따른 학습환경 개념에 대한 고찰 (A Study on the Concept of Learning Environment According to the Philosophy of Child-Centered Education in Europe in the Early 20th Century)

  • 류호섭
    • 교육시설 논문지
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    • 제24권1호
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    • pp.11-22
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    • 2017
  • The main purpose of this research is to consider educational environment, concept, and spatial organization and its characteristic based on the early 20th century European child-centered educational philosophy. For this process, the study of the following have been done : 1) Literature review, which includes educational ideology, perspective of child development of Maria Montessori, Rudolf Steiner, Peter Peterson, and Celestin Freinet. 2) Comparisons of spatial organization and classrooms of schools operated with the educational philosophy of mentioned philosophers from above. These schools have classrooms(or multi-purpose space near classroom) contained self-directed individual learning space, group and collaborative learning space, and training space of practical life. These configuration of learning space intended 1) learning based on individual child's interest, experience 2) developing of responsibility based on freedom 3) sociality and community spirit of children.

한의학교육에서 문제바탕학습 시행에 따른 만족도 (Evaluation of the Implementation of Problem-Based Learning in Korean Medical Education)

  • 차호열;김나형;홍진우;신상우
    • 동의생리병리학회지
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    • 제26권3호
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    • pp.351-359
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    • 2012
  • This study aims to evaluate the student satisfaction of problem-based learning(PBL) in Korean medical curriculum. A questionnaire was given to clinical clerkship students of Pusan National University School of Korean medicine. These items covered overall evaluation of module & learning environment, tutoring, individual learning, group learning and effectiveness for clinical clerkship in PBL. By most of all respondents, PBL was recognized as a more effective learning method. Most respondents were satisfied with the group learning, individual learning and effectiveness for clinical clerkship. However, satisfaction was lower for tutors and module. The results of this study demonstrated that the students had a high level of satisfaction in PBL. It might be concluded that PBL was successfully implemented into the Korean medical curriculum.