• Title/Summary/Keyword: Learning Styles

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A Case Study on the Recommendation Services for Customized Fashion Styles based on Artificial Intelligence (인공지능에 의한 개인 맞춤 패션 스타일 추천 서비스 사례 연구)

  • An, Hyosun;Kwon, Suehee;Park, Minjung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.43 no.3
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    • pp.349-360
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    • 2019
  • This study analyzes the trends of recommendation services for customized fashion styles in relation to artificial intelligence. To achieve this goal, the study examined filtering technologies of collaborative, content based, and deep-learning as well as analyzed the characteristics of recommendation services in the users' purchasing process. The results of this study showed that the most universal recommendation technology is collaborative filtering. Collaborative filtering was shown to allow intuitive searching of similar fashion styles in the cognition of need stage, and appeared to be useful in comparing prices but not suitable for innovative customers who pursue early trends. Second, content based filtering was shown to utilize body shape as a key personal profile item in order to reduce the possibility of failure when selecting sizes online, which has limits to being able to wear the product beforehand. Third, fashion style recommendations applied with deep-learning intervene with all user processes of buying products online that was also confirmed to penetrate into the creative area of image tag services, virtual reality services, clothes wearing fit evaluation services, and individually customized design services.

Development of A Computer Curriculum Model for Improving Problem Solving Ability (문제해결능력 신장을 위한 컴퓨터교육과정 모델 개발)

  • Sin, Su-Beom;Lee, Cheol-Hyeon;Yu, In-Hwan;Lee, Tae-Uk
    • Journal of KIISE:Software and Applications
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    • v.26 no.9
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    • pp.1125-1131
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    • 1999
  • 정보자원의 변화에 따라 학습의 유형도 점차 변화되고 있으며 그에 따라서 컴퓨터를 이용하는 학습 형태도 변화할 필요가 있다. 그것은 학생이 중심이 되는 학습형태이며 그 중의 하나가 문제해결학습형태이다. 컴퓨터와 정보통신기술을 이용하는 문제해결능력은 구체적인 수준에서의 컴퓨터 관련 지식과 기술에 대한 체계적인 조직이 필요하다. 본 연구에서는 정보소양의 단계를 문제인식, 전략수립, 정보수집, 정보가공, 정보출력, 반성단계로 제시하고 그에 따른 컴퓨터관련 지식과 기술을 조직하여 문제해결능력 신장을 위한 컴퓨터 교육과정의 한 모델을 제시하였다.Abstract Learning styles have got to vary gradually according to the change of information resources. Thus We need to change learning styles with a computer. It's a student-oriented learning types. One of them is called a problem solving learning type. The problem solving ability with a computer and information communication technology require the systematic organization of concrete knowledges and the technology about computer. In this study we found the steps of information literacy as problem cognition, strategies establish, information collection, information processing, information presentation, reflection and proposed a model of computer curriculum to improve the problem solving ability.

Academic Achievement, Self-directed Learning, and Critical Thinking Disposition According to Learning Styles of Nursing Students (일 대학 간호대학생의 학습유형에 따른 학업성취도, 자기주도적 학습능력 및 비판적 사고성향)

  • Yang, Sun-Hee;Ha, Eun-Ho;Lee, Og-Cheol;Sim, In-Ok;Park, Young-Mi;Nam, Hyun-A;Kim, Jeong-Sook
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.19 no.3
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    • pp.334-342
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    • 2012
  • Purpose: This descriptive study was done to identify the academic achievement, self-directed learning (SDL), and critical thinking disposition (CTD) of nursing students according to their learning styles. Method: The participants were 240 nursing students. Data were collected using structured questionnaires which included Kolb's Learning Style Inventory, Academic Achievement in Fundamental Nursing and Health Assessment, Self Directed Learning Readiness Scale, and California Critical Thinking Disposition Inventory. Data were analyzed using ${\chi}^2$ test, ANOVA, Pearson' correlation coefficients, and Spearman rank correlation coefficient. Results: One third of respondents were shown to be Convergers in their learning style (33.3%). The Academic Achievement of students who were Convergers was significantly higher than those who were Divergers or Accommodators (F=5.95, p=.001). The SDL and CTD of students who were Convergers were significantly higher than Divergers and Assimilators (F=9.67, p<.001 and F=8.42, p<.001). No significant correlations were found between Academic Achievement and SDL or CTD, but a statistically significant positive correlation was found between SDL and CTD (r=.68, p<.001). Conclusion: The findings of this study indicate that learning style influences academic achievement, SDL and CTD.

A Study on the Types of Private EduTech Content for establishment of integrated platform of K-EDU - In conjunction with future teaching-learning methods and learning types - (K-에듀 통합플랫폼 구축을 위한 민간 에듀테크 콘텐츠의 유형에 관한 연구 - 미래 교수-학습 방법 및 학습유형과 연계하여 -)

  • Ha, Ho-Sung;Lee, Jae-Lim
    • The Journal of Sustainable Design and Educational Environment Research
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    • v.20 no.3
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    • pp.11-24
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    • 2021
  • The purpose of this research is to investigate the current status of edu-tech trends and contents of domestic and foreign private companies in order to successfully establish the K-EDU integrated platform, analyze the connection between future teaching-learning methods and learning styles, and provide basic materials to help frontline schools easily link teaching-learning methods to the most suitable contents per subject. To this end, a literature survey and on-site interviews with officials from companies participating in the 2021 Education Fair provided results of investigating 116 edu-tech contents produced by a total of 68 companies, including 22 overseas (28 contents) and 46 domestic (88 contents) ones, on whether they mutually match future teaching-learning methods and learning styles.

Study of Teaching Strategies and Methods of Programming Education based on the Learning Style (학습 양식 기반의 프로그래밍 교수 전략과 방법 연구)

  • Choe, Hyun-Jong
    • The Journal of Korean Association of Computer Education
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    • v.15 no.1
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    • pp.13-21
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    • 2012
  • In this paper I present the teaching strategies and methods of programming education based on the learning style which teachers can apply it to their class on condition that learning style can classify their students' preferences about learning strategies and methods. Recent related researches that prove the differences about student's specific abilities based on their learning styles could never help teachers design and do their teaching of programming in the class. Therefore this study about teaching strategies and methods of programming education will be necessarily. I propose the teaching strategies and methods of programming education based on the learning styles as a results of questionnaire to some professors of computer science education in university. Then, I design and do programming education in the experimental class in order to verify the availability of the proposed teaching strategies and methods. After teaching in class, I evaluate the statistical results of students' achievement test of programming. This study has some restrictions about small number of class and periods of teaching programming, but it will be a good case study about teaching strategies and methods of programming education based on the learning style.

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Sensible Media Simulation in an Automobile Application and Human Responses to Sensory Effects

  • Kim, Sang-Kyun;Joo, Yong-Soo;Lee, YoungMi
    • ETRI Journal
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    • v.35 no.6
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    • pp.1001-1010
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    • 2013
  • A sensible media simulation system for automobiles is introduced to open up new possibilities for an in-car entertainment system. In this paper, the system architecture is presented, which includes a virtuality-to-reality adaptation scheme. Standard data schemes for context and control information from the International Standard MPEG-V (ISO/IEC 23005) are introduced to explain the details of data formats, which are interchangeable in the system. A sensible media simulator and the implementation of a sensory device are presented to prove the effectiveness of the proposed system. Finally, a correlation between learning styles and sensory effects (that is, wind and vibration effects) is statistically analyzed using the proposed system. The experiment results show that the level of satisfaction with the sensory effects is unaffected overall by the learning styles of the test subjects. Stimulations by vibration effects, however, generate more satisfaction in people with a high tactile perception level or a low visual perception level.

A Study on the Structural Relationships between Flow Experience and Satisfaction about School Library Use (학교도서관 이용에 대한 플로우 경험과 만족도의 인과관계에 관한 연구)

  • Lee, Byeong-Ki;Song, Gi-Ho;Kim, Sung-Jun
    • Journal of Korean Library and Information Science Society
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    • v.46 no.3
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    • pp.119-140
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    • 2015
  • The domestic and foreign standards of school libraries suggest that school library should be run to give useful and pleasant experiences to students. This study applies Csikszentmihalyi's 'flow theory' to analyze the relationships between students' flow experience and their satisfaction about school libraries use. The variables selected in this study are students' satisfaction, flow experience, library skill, challenge of library use, types of library use and students' learning styles. The research model is designed by using these 6 variables in this study. The data are collected from 293 students and analyzed by structural equation modeling. The results of this study are as follows: The entire casual relationships show that library skills influence in types of library use, types of library use affect students' learning styles and students' learning styles influence in satisfaction through flow. To improve students' satisfaction about school library use, this study proposes effective ways related to teacher librarians' role performances to expand students' flow experience and increase their library skills.

The Effects of Cognitive Style and Vocabulary Learning Strategies on Students' Achievements in Web-Based Learning

  • Park, Jung-Hwan;Lee, Gun-In;Kang, Myung-Seon
    • English Language & Literature Teaching
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    • v.11 no.4
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    • pp.21-47
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    • 2005
  • The purpose of this study is to investigate the effectiveness of English vocabulary learning strategies such as definition-oriented/contextoriented/situated context-oriented vocabulary learning strategy according to the cognitive styles of learners and interaction effect on the achievement test score between the learners' cognitive style and vocabulary learning strategies. The results show that there is no significant difference in the achievement test scores between field-dependent learner group and field-independent learner group. And there is significant difference in the English vocabulary achievement test scores among three experimental treatment groups, definition-oriented, context-oriented, situated context-oriented vocabulary learning strategy groups. Finally, there is an interaction effect on the achievement test score between the learners' cognitive style and vocabulary learning strategies.

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Effects of Flight Instructor's Communication Styles on Student Pilot's Learning Motives and Satisfactions (비행교관의 커뮤니케이션 스타일이 학생조종사의 학습동기와 학업만족에 미치는 영향)

  • Park, Wontae
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.28 no.2
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    • pp.1-11
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    • 2020
  • This study was carried out to verify how much instructor's communication skill affects the student pilot's study motivation and satisfaction. The instructor's communication styles are classified into 3 groups by pre-analysis. Three types are cooperative type, control type and professional type. Intellectual cause, performance proficiency cause, social cause and stimulation avoidance cause are extracted and analyzed for the cause of study motivation. Cooperative and control type affected all of 4 factors of student's study motivation by influence analysis. Intellectual cause affected control and cooperative type positively, especially more to cooperative type. Performance proficiency cause also had positive influence to control and cooperative type. Stimulation avoidance cause didn't appear to affect all sub-classified 4 factors of instructor's communication type. Influence analysis of student's study satisfaction from instructor's communication style showed that independent variable affected all sub factors positively. Degree of positive influence affected the control type the most, cooperative type was the 2nd, and professional type was the 3rd.