• 의학교육논단
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• 제20권2호
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• pp.91-102
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• 2018

This study explored medical students' major research topics and research methods by analyzing 184 academic articles pertaining to the characteristics of medical students from 2007 to 2017. Results showed many papers dealing with medical students' emotional and cognitive aspects, student counseling, clinical practice education, and curriculum management. According to the medical education accreditation board, research trends were found mostly in the student and curriculum areas of learner characteristics, medical humanities, student counseling, clinical practice education, and curriculum management. Common research topics have been steadily increasing since the introduction of the evaluation accreditation standard in 2012. Medical students predominantly used quantitative research methods for the studies. In the future, it is necessary to ensure that research topics such as CQI, digital- and performance-based clinical practice, and convergent curriculum within the Fourth Industrial Revolution are being studied. In addition, it is crucial to investigate learners' unique, dynamic, and qualitative characteristics through qualitative and mixed methods.

• 한국콘텐츠학회논문지
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• 제13권7호
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• pp.484-496
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• 2013

다양한 모바일 기기의 보급이 확산됨에 따라, 모바일 기기를 활용한 모바일러닝의 확산이 빠르게 이루어지고 있다. 본 연구에서는 사이버대학생을 대상으로 모바일러닝 만족도에 영향을 미치는 하위요인에 대하여 학습자들이 인식하는 중요도와 실행도의 차이를 살펴보고, 이들 간의 격차를 줄일 수 있는 실천전략을 모색하고자 하였다. 선행연구를 바탕으로 모바일러닝 학습자 만족도에 영향을 미치는 요인으로 시스템, 콘텐츠, 서비스, 사용, 성과의 다섯 요인을 선정하고, 모바일러닝 학습자 213명을 대상으로 학습자들이 인식하는 중요도와 실행도의 차이를 조사하였다. t-test 결과 모든 요인과 항목에서 중요도에 비해 실행도가 낮은 것으로 나타났으며, IPA(중요도-실행도 분석) 결과 시스템 요인이 가장 시급하게 개선되어야 할 요인으로 나타났다. 이러한 결과는 모바일러닝 학습자 만족도 향상을 위해서 보다 용이하고 안정적인 시스템 확보가 시급함을 시사한다.

• 한국멀티미디어학회논문지
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• 제19권5호
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• pp.826-836
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• 2016

Mastering a musical instrument for an unskilled beginning learner is not an easy task. It requires playing every note correctly and maintaining the tempo accurately. Any music comes in two forms, a music score and it rendition into an audio music. The proposed method of assisting beginning music players in both aspects employs two popular pattern recognition methods for audio-visual analysis; they are support vector machine (SVM) for music score recognition and hidden Markov model (HMM) for audio music performance tracking. With proper synchronization of the two results, the proposed music learning assistant system can give useful feedback to self-training beginners.

• 한국정보시스템학회지:정보시스템연구
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• 제20권4호
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• pp.181-204
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• 2011

Recently, the development of ICT(information & communications technology) with the advent of new media paradigm shift in learning has brought a dramatic impact on the competitiveness of universities. The previous studies on the academic performance of e-learning mainly targeted on e-learning users, studying additional synchronization and system quality factors to measure academic performance. This study empirically analyzed the learning flow and academic performance considering both DeLone & McLean model system quality and synchronizing factors based on ARCS model. Relating to quality and synchronization factors, the academic performance of e-learning system was tested, and the difference between learning flow and academic performance was also analyzed based on time-series data, by the test difference(in the beginning, during, and final of the semester). The results of the study are as follows. First, the study shows that both system quality and synchronization directly affected the learning performance. Thus, when designing e-learning system, it is necessary to consider these two factors at the same time. Second, the indirectly mediating effect on the system quality and synchronization factors turned out to be significant in learning flow. Third, the result of regression analysis on the contents of utilizing dummy variable presents that the teacher's explanation has greater influence than multimedia has to the academic performance, and furthermore, the test difference showed no significance. Further research should be undertaken to consider the learner's degree of acceptance which reflects various aspects for building m-learning or u-learning.

• 디지털콘텐츠학회 논문지
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• 제19권6호
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• pp.1115-1121
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• 2018

본 논문에서는 사이버대학교 학습관리시스템에 누적된 데이터를 기반으로 학습 성과를 예측하기 위하여 딥러닝에 기반한 데이터 분석 방법을 연구하였다. 학습자의 학업 성취도를 예측하면, 학습자의 학습을 촉진하여 교육의 질을 높일 수 있는 도구로 활용될 수 있다. 학습 성과의 예측의 정확도를 향상시키기 위하여 오토인코더에 기반하여 한학기 출결 상황을 예측하고, 학기 진행 중인 평가 요소들과 결합하여 딥러닝으로 학습하여 최종 예측의 정확도를 높였다. 제안하는 예측 방법을 검증하기 위하여 학습 진행 과정의 출결데이터의 예측과 평가요소 데이터를 활용하여 최종학습 성취도를 예측하였다. 실험을 통하여 학기 진행중에 학습자의 성취도를 예측할 수 있는 것을 보였다.

• 한국산학기술학회논문지
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• 제20권12호
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• pp.780-788
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• 2019

본 연구는 최근 대학에서 학습자 중심 수업방법으로 각광받고 있는 플립러닝 수업활동을 문화역사적 활동이론 관점에서 분석하고자 하였다. A대학교에서 2018학년도 2학기에 개설된 [교육방법 및 교육공학]을 플립러닝으로 개발하여 운영하였고, 교과목 담당교수와 수강학생을 대상으로 설문조사와 참여관찰을 실시하였다. 활동이론은 복합적이고 다각적인 교육현상을 활동체제의 구성요소와 이들 간 상호작용, 매개되는 도구 등을 중심으로 분석하는 틀을 제공한다. 따라서 Engestrőm의 활동체제 모형을 근거로 플립러닝 수업활동의 구성요소를 주체, 객체, 학습도구, 수업 규칙, 학습공동체, 역할 분담으로 분석하였고, 그 과정에서 나타난 모순과 역동성을 분석하였다. 학습자 중심 수업방식인 플립러닝에 대해 교수자와 학습자 모두 전반적으로 높은 만족감을 보였고, 학습내용 이해와 학습목표 성취에 도움이 되었다는 반응을 보였다. 보다 발전적인 플립러닝 활동체제를 위한 시사점으로 교수자와 학습자의 진정한 주체 인식과 역할 수행, 온라인과 오프라인 활동의 유기적 연계 강화, 수업준비 및 학습준비 부담 완화를 위한 지원, 원활한 운영을 지원하는 시스템 정비를 제안하였다.

• 한국병원경영학회지
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• 제18권4호
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• pp.54-77
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• 2013

This paper is a comparison study about leadership training transfer factors between physicians working in large scale hospitals and managers working in firms. To fulfill this purpose, this study conducted a regression analysis on 101 managers and 59 physicians who had attended similar leadership training programs more than 16 hours recently in order to identify the differences on the learning transfer factors. 6 factors such as Learner readiness, Performance self-efficacy, (so far as Trainee Characteristics group), Organization Culture, Supervisor's tangible incentives and Supervisor's intangible support, (so far as Work environment group), Content Validity & Transfer Design (so far Training Design group) were used as independent variables while the personal Managerial Capability Increase and Leadership Capability Increase were used as dependent variables. And also we used 5 factors as control variables ; Job style (Manager or Physician), Age, Gender, Working years and Organization size. Here are the summary of major findings ; first, there were statistically significant differences between the learning transfer factors in leadership training programs for managers and those of physicians. Second, there were also statistically significant differences among trainees' working years and their organization size factors while age and gender do not affect the learning transfer factors. Third, for the physician's leadership training the practitioners should focus on two factors ; Organization Culture and Learner readiness.

• 한국컴퓨터정보학회논문지
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• 제15권8호
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• pp.51-58
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• 2010

프로그래밍 교육은 학습자 개개인의 특성에 맞는 수준별 단계별 학습이 필요하다. 추천시스템은 개인화서비스를 위해 사용되는 방법의 하나로, 본 연구에서는 추천시스템을 사용하여 웹기반 프로그래밍 교육 환경에서 학습자 개개인에 적합한 학습을 추천할 수 있는 방법을 제공한다. 제안하는 수준별 프로그래밍 학습을 위한 추천시스템은 학습주제별 학습수준 기반 학습자 프로파일과 학습주제사이의 연관성 프로파일을 이용한 협업 필터링을 사용하여 특정 학습자의 학습수준과 학습범위에 적절한 프로그래밍 문제를 제공하도록 한다. 그 결과 프로그래밍 언어 교육과정에서 발생하는 수준별 단계별 학습에 맞는 프로그래밍 문제 제공의 어려움을 해결하여, 학습자의 프로그래밍 능력 향상의 결과를 얻을 수 있었다. 더 나아가 기존 협업필터링 방법을 사용하는 경우와 비교해 볼 때 추천 성능향상 및 분석 시간 감소를 통해 추천시스템의 한계점 중의 하나인 확장성을 해결할 수 있는 방법을 제시한다.

• Korean Journal of Acupuncture
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• 제39권3호
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• pp.71-83
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• 2022

Objectives : Instructional design is the systematic approach to the Analysis, Design, Development, Implementation, and Evaluation of learning materials and activities. We aimed to apply the rapid prototyping to instructional systems design (RPISD) in meridianology laboratory, a subject in which students train acupuncture to develop lesson plan. Methods : The needs of the stakeholders including client, subject matter expert and students were analyzed using the performance needs analysis model. Task analysis was implemented by observation and interview. First prototype was drafted and implemented in meridianology laboratory class once. The second prototype was modified from the first, by usability evaluation of the stakeholders. Results : The client requested an electronically documented manual to improve the quality of acupuncture training. The learner requested an extension of practice time and detailed practice guidelines. The main problems of students' performance were some cases of violation of clean needle technique, the lack of communication between the operator and recipient in direct, and lack of confidence in their own performance. Stakeholders were generally satisfied with the proposed first prototype. Second prototype of lesson plan was produced by modifying some contents. Conclusions : A lesson plan was developed by applying the systematic RPISD model. It is expected that the developed instructional design may contribute to the quality improvement of meridianology laboratory education.

• Journal of Nutrition and Health
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• 제37권4호
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• pp.310-315
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• 2004

The purposes of this study were to: a) develop the quality assessment tool of Web-based Instruction (WBI) for nutrition education, b) evaluate the operated WBI (NutriZone) by this tool, and c) do the feasibility study about quality assessment tool for WBI by establishing the instruction and operating strategies. The developed quality assessment tool of WBI for nutrition education was divided into three categories of instruction design, contents and support ＆ operation. And a total of forty items were measured by Likert 5 point scale, computed as one point per item, and amounted to forty points in all. As a result of evaluation, NutriZone got 21.79 out of 40 points and fulfillment rate of 54.5%. The IPA (Importance-Performance Analysis) was applied to establish the instruction and operating strategies, and nine items characterized as attractiveness, multimedia, and learner-initiative were in 'Doing Great, Keep It Up', and so it was regar-ded as program designed with concern in WBI's characteristics unlike the conventional face-to-face education. But twelve items such as 'Errors on switch to other screens are few.', 'Ready correction leads to be out of systemic error.', 'Highlight marks and moving pictures were used in sign of importance.' and etc. that got high importance and low performance needed to be focused in instructional strategy.