• Title/Summary/Keyword: Learning Media

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Engineers Bridge Suicide Prevention System using Posture Recognition Deep Learning (자세 인식 딥러닝을 이용한 교량 자살 방지 시스템)

  • Park, Yebin;Choi, Dasun;Lee, Sein;Jung, Dahyun;Lim, Yangmi
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • fall
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    • pp.297-298
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    • 2021
  • 최근 한국의 자살률은 10만 명 당 25.7명으로 높은 수치를 기록하고 있으며 한국 사회의 큰 문제로 자리 잡고 있다. 특히 한강 교량 내 투신자살 시도를 하는 경우가 매우 많다. 본 논문에서는 한강 교량 내 투신자살 시도를 예방하기 위해 자세 인식의 정확도를 향상하기 위해 딥러닝 기반의 교량에서의 자살 방식 시스템을 개발하였으며, 국내의 자살 예방률이 높아지기를 기대한다.

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Possibilities and Limitations of E-learning in Medical Education (의학교육에 있어서 이러닝(e-learning)의 가능성과 한계)

  • Im, Eun-Jung
    • Korean Medical Education Review
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    • v.11 no.1
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    • pp.21-33
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    • 2009
  • The purpose of this study is to review a variety of e-learning use in medical education, and to analyze the e-learning related research in medical education, finally to discuss possibilities and limitations of e-learning in future. Subjects of this research are 46 papers published in Korean Medical Database, PubMed, MEDLIS, RISS4U. Content analysis of 46 papers have been conducted based on the period of research, research methods, research subjects, study personnel, effectiveness. The results are as follows. First, various e-learning, such as hyper-media, simulation-based medical education (SBME), game-based learning, web-based learning, computer-based test (CBT) are implemented in medical education. Second, 35 research (76.1%) has verified the positive effect of e-learning. Third, in the case of Korean studies, experimental studies (46.2%) in a short period (46.2%) of 50-100 people (42.3%) to take the most. As a result, it is reported a lack of theoretical discussion and insight on e-learning compared to foreign research. Educational paradigms are currently shifting from off-line to on-line, from traditional classroom lecture to e-learning. But e-learning is not a substitution to traditional teaching, but a matter of choice. The choice is up to medical professors and students.

An Exploratory Study on Smart Learning Environment (스마트 러닝 환경에 관한 탐색적 연구)

  • Woo, Jin;Han, Haksoo;Lee, Sunhee
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.16 no.1
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    • pp.21-31
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    • 2016
  • The changes to Ubiquitous Network Environment leads existing learning environment to Smart Learning Environment. Expecially, Smart Learning Environment is in changing paradigm existing teacher centered environment and learner centered environment, recently the demand of Smart Learning Environment for learners are growing up. This study analyzed Learning Environments for Smart Learning Environment focused on the learners through analyzing Ubiquitous Network Environment that is concentrated on the physical aspects and the non-physical aspects. Also, we suggested learning several ways that can be effectively applied based on the environmental characteristics of Smart Learning.

Q-learning to improve learning speed using Minimax algorithm (미니맥스 알고리즘을 이용한 학습속도 개선을 위한 Q러닝)

  • Shin, YongWoo
    • Journal of Korea Game Society
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    • v.18 no.4
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    • pp.99-106
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    • 2018
  • Board games have many game characters and many state spaces. Therefore, games must be long learning. This paper used reinforcement learning algorithm. But, there is weakness with reinforcement learning. At the beginning of learning, reinforcement learning has the drawback of slow learning speed. Therefore, we tried to improve the learning speed by using the heuristic using the knowledge of the problem domain considering the game tree when there is the same best value during learning. In order to compare the existing character the improved one. I produced a board game. So I compete with one-sided attacking character. Improved character attacked the opponent's one considering the game tree. As a result of experiment, improved character's capability was improved on learning speed.

Metacognitive Awareness, Preference, and Use of Effective Learning Strategies in Korean Undergraduates (대학생의 학습전략 효과성 인지, 선호 및 활용)

  • An, Da-Hwi;Lee, Heeseung
    • (The) Korean Journal of Educational Psychology
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    • v.32 no.3
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    • pp.321-353
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    • 2018
  • The purpose of this study was to investigate Korean undergraduate students' metacognitive awareness and preference of effective learning strategies. To achieve this goal, a scenario-based survey was conducted focusing on the metacognitive awareness, preference, and use of seven effective learning strategies (modality effect, static-media presentations, absence of extraneous details, testing, distributed learning, interleaved learning, generation) that were empirically supported. This study also aimed to explore the relationships between grade point average (GPA), metacognitive self-regulation, and the aforementioned variables to investigate which students know about, prefer, and use effective learning strategies. The majority of students were unknowledgeable about four of the seven strategies (modality effect, static-media presentations, absence of extraneous details, interleaved learning). Only half of the students were correctly aware of effectiveness of the two strategies (testing, generation). Moreover, students showed low preference for effective learning strategies. GPA did not show a significant correlation with metacognitive awareness and preference of effective learning strategies; however, it showed a significant positive correlation with the use of effective learning strategies. Only for a few learning strategies, metacognitive self-regulation showed a positive correlation with metacognitive awareness, preference, and/or their use. This study suggests that it is important to teach effective learning strategies to undergraduates with a specific direction of instruction. In addition, this study distinguishes metacognitive awareness from preference, suggesting that these two may reflect different constructs.

An improvement of the learning speed through Influence Map on Reinforcement Learning (영향력분포도를 이용한 강화학습의 학습속도개선)

  • Shin, Yong-Woo
    • Journal of Korea Game Society
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    • v.17 no.4
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    • pp.109-116
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    • 2017
  • It takes quite amount of time to study a board game because there are many game characters and many state spaces are exist for board games. Therefore, game must do learning long. But, there is weakness with reinforcement learning. On Learning early, the learning speed becomes slow. If there were equal result that both are considered to be best ones during the course of learning stage, Heuristic which utilizes learning of problem area of Jul-Gonu was used to improve the speed of learning. To compare a normal character to an improved one, a board game was created, and then they fought against each other. As a result, improved character's ability was improved on learning speed.

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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    • v.10 no.1
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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.

How Does Media Reports Affect Consumers' Attitude toward the Telecommunication Expense? (언론보도에 따른 소비자의 이동통신비 인식에 대한 연구)

  • Park, Yong Wan;Son, Soomin
    • Journal of Digital Convergence
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    • v.15 no.9
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    • pp.87-97
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    • 2017
  • This paper examined how consumers' attitude toward the telecommunication expense was affected by news reports through the experiment. Participants were randomly assigned to one of four group (control group, high-expense-claimed-media group, low-expense-claimed-media group, and both-exposed-media group), and asked to indicate credibility & neutrality toward media report, similarity between media report, and their own thought, their attitude toward the telecommunication expense. The result of ANOVA showed that the high-expense-claimed-media was perceived more credible and neutral than the low-expense-claimed-media. ANCOVA was conducted to eliminate the impact of similarity between media report and their own thought on the evaluation of credibility & neutrality toward media report, and the result showed that there was no difference. Also, participants evaluated the telecommunication service so expensive, regardless of what kind of media reports they were exposed. We found that consumers' prior belief, which telecommunication service was expensive, might interrupt consumers' learning process for new information from media. To resolve the social pressure about mobile service rate-cutting, it is necessary to investigate how to dampen consumers' stereotype about the telecommunication expense. The future research using the framing effect could be considerable.

Study on the Instructors' Factors Affecting Student Performance Under e-Learning Environment (이러닝에서 교수자 역할이 학습성과에 미치는 영향에 대한 연구)

  • Seo, Chang-Gab
    • Journal of Digital Convergence
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    • v.11 no.8
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    • pp.341-347
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    • 2013
  • Instructor willingness to accept and literacy is an e-leaning important variable to expect a positive effect of the introduction of e-learning from the perspective of university. The role of faculty is not only instructor but also content experts, curriculum designers, graphics professionals, media director or programmer. This study suggest as the role of instructor as pedagogical, managerial, social and technical aspect for effective learning outcomes.

Learning UCC Metadata Reference Model Design for History Search (History를 검색하기 위한 Learning UCC 메타데이터 Reference 모델 설계)

  • Song, Ju-Hong;Lee, Eun-Mee;Moon, Nam-Mee
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.11a
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    • pp.399-402
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    • 2009
  • Web 2.0 시대의 대표적인 콘텐츠인 UCC와 Learning 콘텐츠를 접목시킨다면, 효과적인 지식공유와 습득을 유도할 수 있을 것이다. 두 콘텐츠를 접목시켰을 때 일어날 수 있는 전문성과 신뢰성, 저작권법 관련 등의 문제점을 효과적으로 해결하기 위한 방안으로 History 검색을 제안한다. 또 그에 따른 메타데이터 설계와 데이터 검색방법을 제안한다. 효율적인 UCC기반 Learning history 검색을 위해서 reference 요소관리가 가능하도록 DB를 설계하였다. 저작도구를 이용하여 제작된 Learning UCC는 reference 요소를 통해 소스 콘텐츠에 관한 정보를 가지고 올 수 있으며, reference DB에 저장된 정보에 따라, 사용자에게 reference에 관한 정보들을 효과적으로 제공 할 수 있다. 저작도구를 사용해야 한다는 제한성과 검색 효율성을 보다 개선한다면 Learning UCC를 관리하기 위한 효과적인 시스템이 될 것이다.

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