• Title/Summary/Keyword: Context-learning

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Social Cognitive Theory and Medical Education: How Social Interactions Can Inform Learning (사회인지이론과 의학교육: 어떻게 사회적 상호작용을 통해 학습이 일어나는가)

  • Kim, Hae Won
    • Korean Medical Education Review
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    • v.22 no.2
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    • pp.67-76
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    • 2020
  • The structures and processes of medical education have changed little since the publication of Flexner's report, which stressed the scientific orientation of medical education and the curricular structure of 2 years of formal knowledge education and 2 years of clinical experience. However, the previous perspectives on medical education are facing challenges, and these call for new pedagogy and theories on which to base medical education practice. Considering that social dimensions of learning have been emphasized in practice, perspectives that integrate these aspects are needed. Among the various learning theories, social cognitive theory refers to the theoretical framework which contends that learning occurs within interactions with others and environments. From a social cognitive standpoint, learning through observation is a critical component in human functioning. Indeed, observational learning has particular significance in medical education in that it provides the context for which the importance and meaning of role models can be understood. In addition, as theoretical constructs such as self-efficacy and outcome expectations allow us to establish an effective learning environment, exploring the concepts of the theory could be beneficial to medical education practice. In this context, the present review article aims to provide a glimpse of the fundamental assumptions and theoretical concepts of social cognitive theory and discusses the implications the theory has on teaching and learning. Further, a review of previous studies could help explain how the theory has informed medical education practice. Finally, the author will conclude with the implications and limitations of applying social cognitive theory in medical education.

A Case Study of Operating the Computer Programming Subject based on the Flipped Learning Model

  • Kim, Young-Sang
    • Journal of the Korea Society of Computer and Information
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    • v.21 no.7
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    • pp.93-100
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    • 2016
  • This paper shows what kind of influence the learning motivation factors have on the effectiveness of Flipped Learning Model through the case of operating a JAVA programming subject. The Flipped Learning Approach consisting of Before Class, Before or At Start of Class, and In Class provides the students with learning motivation as well as satisfies Keller's ARCS(Attention, Relevance, Confidence, Satisfaction) to keep them studying steadily. This research conducts the operation of Flipped Learning and gets Exploratory Factor Analysis and Reliability Analysis from the result of the course experience questionnaire at the end of the class. Given this survey result, Flipped Learning approach improves the learners' satisfaction in class and the effectiveness in the fields of understanding learning context more than does the previous lecture-based learning approach by pacing learning procedure and conducting self-directed learning.

An Exploratory Study on Concept and Realization Conditions of Smart Learning (스마트러닝의 개념 및 구현 조건에 관한 탐색적 연구)

  • Noh, Kyoo-Sung;Ju, Seong-Hwan;Jung, Jin-Taek
    • Journal of Digital Convergence
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    • v.9 no.2
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    • pp.79-88
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    • 2011
  • This article is exploring on the concept and realization conditions of 'Smart Learning' including the problems about e-Learning, such as its low learning effectiveness and the weak profitability of its industry. We think, Smart Learning is an alternative solution for the continuous growth of e-Learning in the smart computing age. In this context, this paper will review the actual condition of e-Learning and the prior studies of Smart Learning, and study the concept and realization conditions of Smart Learning.

Effect of Mathematising Learning Using Realistic Context on the Children's Mathematical Thinking (현실적 맥락을 활용한 수학화 학습이 아동의 수학적 사고에 미치는 효과 -초등학교 5학년 도형 영역을 중심으로-)

  • Kim, Yoo-Jin
    • Journal of Elementary Mathematics Education in Korea
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    • v.11 no.2
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    • pp.99-115
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    • 2007
  • The purpose of this study was to look into whether this mathematising learning utilizing realistic context has an effect on the mathematical thinking. To solve the above problem, two 5th grade classes of D Elementary School in Seoul were selected for performing necessary experiments with one class designated as an experimental group and the other class as a comparative group. Throughout 17 times for six weeks, the comparative group was educated with general mathematics learning by mathematics and "mathematics practices," while the experimental group was taught mainly with mathematising learning using realistic context. As a result, to start with, in case of the experimental group that conducted the mathematising learning utilizing realistic coherence, in the analogical and developmental thoughts which are mathematical thoughts related to the methods of mathematics, in the thinking of expression and the one of basic character which are mathematical thoughts related to the contents of mathematics, and in the thinking of operation, the average points were improved more than the comparative group, also having statistically significant differences. The study suggested that it is necessary to conduct subsequent studies that can verify by expanding to each grade, sex and region, develop teaching methods suitably to the other content domains and purposes of figures, and demonstrate the effects. In addition to those, evaluation tools which can evaluate the mathematical thinking processes of children appropriately and in more diversified methods will have to be developed. Furthermore, in order to maximize mathematising for each group in each mathematising process, it would be necessary to make efforts for further developing realistic problem situations, works and work sheets, which are adequate to the characteristics of the upper and lower groups.

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Review and Analysis of the Studies on Contexts in Science Education (과학교육에서의 상황 관련 연구에 대한 개관과 분석)

  • Song, Jin-Woong
    • Journal of The Korean Association For Science Education
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    • v.17 no.3
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    • pp.273-288
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    • 1997
  • The purpose of this study was to review the studies related to the problem of context in science education. Firstly, studies on context and context effects in science education (and also those related in cognitive psychology) were summarized according to the topics concerning science learning, such as deductive reasoning and probabilistic judgement, controlling variables, scientific inquiry skills, memory and consistency of misconceptions, selecting cognitive strategies and problem solving, achievement and momentum effect, and interest, religion and culture. Secondly, the common problems appeared from the analysis of the studies were discussed, such as (1) how to define contexts?, (2) how to classify contexts?, (3) how to characterize the effects of contexts? and (4) how to explain the context effects? Finally, the implications of the analysis of the studies on the problem of context were discussed in terms of recent development of science education, such as misconception studies, STS science education and the application of the history of science to science teaching.

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Problems of Discipline Centered Science Education and a Method of the Utilization of Everyday Materials in Science Education (학문 중심 과학 교육의 문제점과 생활 소재의 과학 교재화 방안)

  • Kwon, Jae-Sool
    • Journal of The Korean Association For Science Education
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    • v.11 no.1
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    • pp.117-126
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    • 1991
  • The new movement in science education in America and Europe has been heavilly oriented into technological and soceital aspect of science since 1970. However, this spirit has not been well informed in Korea and not adapted in science education. This paper aimed to arouse Korean science educators attention to everyday situation as a science education context. In this paper, the discipline centered science education was briefly reviewed and problems related to the philosophy was pointed out. At the same time the researcher introduced STS context as a science education objective, and elaborated the three elements(physical situation, technological situation. and societal situation) of the context. In the paper, the advantages of the use of everyday context in science education were examined. THe advantages were analysed in terms of the nature of science, learning psychology, integrated science, and societal aspect of science education. The paper also suggested the criteria to select teaching materials from STS context. The suggested criteria were the degree of science concepts involvement, frequency of experience, strength of experience, and possibility of direct experience.

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Modeling Laborers' Learning Processes in Construction: Focusing on Group Learning

  • Lee, Bogyeong;Lee, Hyun-Soo;Park, Moonseo
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.154-157
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    • 2015
  • Construction industry still requires a lot of laborers to perform a project despite of advance in technologies, and improving labor productivity is an important strategy for successful project management. Since repetitive construction works exhibits learning effect, understanding laborers' learning phenomenon therefore allows managers to have improved labor productivity. In this context, previous research efforts quantified individual laborer's learning effect, though numerous construction works are performed in group. In other words, previous research about labor learning assumed that sum of individual's productivity is same as group productivity. Also, managers in construction sites need understanding about group learning behavior for dealing with labor performance problem. To address these issues, the authors investigate what variables affect laborers' group level learning process and develop conceptual model as a basic tool of productivity estimation regarding group learning. Based on the result of this research, it is possible to understand forming mechanism of learning within the group level. Further, this research may contribute to maximizing laborers' productivity in construction sites.

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Comunidades de Aprendizaje: Saberes y Habilidades Colectivas en Pequeños Productores Vinícolas del Noreste Mexicano

  • Lopez, Irma Eugenia Garcia;Garcia, Brianda Daniela Flores
    • Iberoamérica
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    • v.23 no.2
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    • pp.209-241
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    • 2021
  • Over the last few years, rural areas in northeastern Mexico have present significant changes in social, economic, and territorial aspects linked to the New Rurality. In this context, winemaking has become one of the most dynamic and growing activities in the regional economy. This emerging development has prompted different forms of appropriation and use of this space, but it also highlights the lack of access to knowledge for wine production due to the lack of formal educational centers. As a result, learning communities enable the development of skills and competencies through non-formal educational practices. The objective of this paper is to analyze the role of learning communities in non-formal educational environments, taking as a case study: a collective of small-scale wine producers in Parras de la Fuente, Coahuila. This research focuses on two perspectives of learning: appropriation and technology transfer, and promotion of Mexican wine culture. The main finding was to demonstrate the importance of including educational processes that respond to the context and needs of the community.

ICLAL: In-Context Learning-Based Audio-Language Multi-Modal Deep Learning Models (ICLAL: 인 컨텍스트 러닝 기반 오디오-언어 멀티 모달 딥러닝 모델)

  • Jun Yeong Park;Jinyoung Yeo;Go-Eun Lee;Chang Hwan Choi;Sang-Il Choi
    • Annual Conference of KIPS
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    • 2023.11a
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    • pp.514-517
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    • 2023
  • 본 연구는 인 컨택스트 러닝 (In-Context Learning)을 오디오-언어 작업에 적용하기 위한 멀티모달 (Multi-Modal) 딥러닝 모델을 다룬다. 해당 모델을 통해 학습 단계에서 오디오와 텍스트의 소통 가능한 형태의 표현 (Representation)을 학습하고 여러가지 오디오-텍스트 작업을 수행할 수 있는 멀티모달 딥러닝 모델을 개발하는 것이 본 연구의 목적이다. 모델은 오디오 인코더와 언어 인코더가 연결된 구조를 가지고 있으며, 언어 모델은 6.7B, 30B 의 파라미터 수를 가진 자동회귀 (Autoregressive) 대형 언어 모델 (Large Language Model)을 사용한다 오디오 인코더는 자기지도학습 (Self-Supervised Learning)을 기반으로 사전학습 된 오디오 특징 추출 모델이다. 언어모델이 상대적으로 대용량이기 언어모델의 파라미터를 고정하고 오디오 인코더의 파라미터만 업데이트하는 프로즌 (Frozen) 방법으로 학습한다. 학습을 위한 과제는 음성인식 (Automatic Speech Recognition)과 요약 (Abstractive Summarization) 이다. 학습을 마친 후 질의응답 (Question Answering) 작업으로 테스트를 진행했다. 그 결과, 정답 문장을 생성하기 위해서는 추가적인 학습이 필요한 것으로 보였으나, 음성인식으로 사전학습 한 모델의 경우 정답과 유사한 키워드를 사용하는 문법적으로 올바른 문장을 생성함을 확인했다.

Impact of Moral Intensity on Moral Behavior in the context of Artificial Intelligence: The Mediating Role of Technology Moral Sense

  • Wen Wu;Xiuqing Huang;Seth Y. Ntim;Yue Shen;Xinyu Li;GuoPeng Wang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.6
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    • pp.1583-1598
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    • 2024
  • With the popularization and application of artificial intelligence technology in daily life, new ethical and moral problems constantly appear in human society. These ethical and moral problems have been associated with people's moral behavior and have become crucial issues. In traditional social situations, researches have proved that moral intensity affects people's moral behavior. However, in the context of applying artificial intelligence technology, the mechanism between moral intensity and moral behavior is unknown. Therefore, this study focuses on the relationship between moral intensity and moral behavior in the context of applying artificial intelligence technology, and introduces a new concept - technology moral sense (TMS) into the theoretical model. Research method: We set various situations of applying artificial intelligence technology and adopt the situational experiment method to analyze the relationship between moral intensity and moral behavior in different application scenarios. The results show that moral intensity has a significant influence on moral behavior, while the technology moral sense performs a mediating function.