• Title/Summary/Keyword: 학습성향

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Analysis of Research Trends Using Text Mining (텍스트 마이닝을 활용한 연구 동향 분석)

  • Shim, Jaekwoun
    • Journal of Creative Information Culture
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    • v.6 no.1
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    • pp.23-30
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    • 2020
  • This study used the text mining method to analyze the research trend of the Journal of Creative Information Culture(JCIC) which is the journal of convergence. The existing research trend analysis method has a limitation in that the researcher's personality is reflected using the traditional content analysis method. In order to complement the limitations of existing research trend analysis, this study used topic modeling. The English abstract of the paper was analyzed from 2015 to 2019 of the JCIC. As a result, the word that appeared most in the JCIC was "education," and eight research topics were drawn. The derived subjects were analyzed by educational subject, educational evaluation, learner's competence, software education and maker culture, information education and computer education, future education, creativity, teaching and learning methods. This study is meaningful in that it analyzes the research trend of the JCIC using text mining.

A Qualitative Study on the College Life Adaptation obstacle of Adult Undergraduate (성인대학생 대학생활적응장애에 관한 질적연구)

  • Choi, Jung-Suk;Kim, Jin-Sook
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.5
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    • pp.219-228
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    • 2022
  • The purpose of this study is to explore what obstacles adult undergraduate experience in adapting to college life. To this end, in-depth interviews were conducted with 32 adult undergraduate attending colleges in Daegu and Gyeongbuk. For the study, Colaizzi's phenomenological research method was used and analyzed. As a result of the analysis, eight factors such as relation obstacle, bachelor's and curriculum operation obstacle, social recognition obstacle, study ability obstacle, college environment obstacle, economic obstacle, personal disposition obstacle, and temporal obstacle were found. Through the above research results, it was found that the college environment, which is operated mainly by general college students, is expressed as various types of obstacle for adult undergraduate who work and study at various ages and experiences. Based on the derived obstacle factors, it is expected that a follow-up study will be conducted to develop a measurement tool that can empirically explore the obstacle of adult undergraduate to adapt to college life.

Data Mining Tool for Stock Investors' Decision Support (주식 투자자의 의사결정 지원을 위한 데이터마이닝 도구)

  • Kim, Sung-Dong
    • The Journal of the Korea Contents Association
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    • v.12 no.2
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    • pp.472-482
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    • 2012
  • There are many investors in the stock market, and more and more people get interested in the stock investment. In order to avoid risks and make profit in the stock investment, we have to determine several aspects using various information. That is, we have to select profitable stocks and determine appropriate buying/selling prices and holding period. This paper proposes a data mining tool for the investors' decision support. The data mining tool makes stock investors apply machine learning techniques and generate stock price prediction model. Also it helps determine buying/selling prices and holding period. It supports individual investor's own decision making using past data. Using the proposed tool, users can manage stock data, generate their own stock price prediction models, and establish trading policy via investment simulation. Users can select technical indicators which they think affect future stock price. Then they can generate stock price prediction models using the indicators and test the models. They also perform investment simulation using proper models to find appropriate trading policy consisting of buying/selling prices and holding period. Using the proposed data mining tool, stock investors can expect more profit with the help of stock price prediction model and trading policy validated on past data, instead of with an emotional decision.

A Model to Infer Users' Behavior Patterns for Personalized Recommendation Service based Context-Awareness (컨텍스트 인식 기반 개인화 추천 서비스를 위한 사용자 행동패턴 추론 모델)

  • Seo, Hyo-Seok;Lee, Sang-Yong
    • Journal of Digital Convergence
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    • v.10 no.2
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    • pp.293-297
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    • 2012
  • In order to provide with personalized recommendation service in context-awareness environment, the collected context data should be analyzed fast and the objective of user should be able to inferred effectively. But, the context collected from the mobile devices is not suitable for applying the existing inference algorithms as they are due to the omission or uncertainty of information and the efficient algorithms are required for mobile environment. In this paper, the behavior pattern was classified using naive bayes classification for minimize the loss caused by the omission or error of information. And pattern matching was used to effectively learn of the users inclination and infer the behavior purpose. The accuracy of the suggested inference model was evaluated by applying to the application recommendation service in the smart phones.

대학생의 개인적, 환경적, 교육적 특성이 창업의도에 미치는 영향 - 전공에 따른 조절효과를 중심으로 -

  • Choe, Seo-Yun;Hwang, Bo-Yun
    • 한국벤처창업학회:학술대회논문집
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    • 2017.04a
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    • pp.63-63
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    • 2017
  • 국내 경제상황의 어려움으로 인한 기업의 고용감소와 그에 따른 일자리 부족 때문에 청년 실업문제가 사회적 이슈로 대두되었고, 일자리에 대한 취업의 다른 대안으로 창업에 대한 관심이 고조되고 있다. 청년 일자리를 해결하기 위해서는 청년층의 중심이라 할 수 있는 대학생의 창업을 활성화할 필요가 있고, 이를 위해서는 다양한 분야를 전공하고 있는 대학생의 학문적 특성을 고려하여 대학생의 창업의도를 높이는 것이 필요하다. 해외의 경우 다양한 계층에 대한 연구를 통해 계층별 창업의도에 미치는 영향요인을 파악하고 이를 관련 정책 및 교육에 반영함으로써 창업의도를 지속적으로 향상시키고 있다. 본 논문에서는 현재 교양과목으로 이루어진 창업강좌를 수강하는 국내 대학생들이 전공에 따른 창업의지에 대한 생각을 살펴보고자 하며, 그들의 창업의지를 보다 고취시키기 위해 필요한 방안들을 도출하고자 한다. 연구방법으로 국내 창업교육을 받고 있는 대학생을 대상으로 설문조사를 진행하였고, 설문조사결과에 대한 신뢰성 및 타당성을 분석한 후 구조방정식을 통해 본 연구에서 설계한 가설을 검증하며, 가설 검증 결과를 분석하게 된다. 독립변수로는 잠재적 창업가의 특성을 파악할 수 있는 개인적 특성 요인(성취욕구, 위험감수성향, 혁신성), 환경적인식 요인(네트워크, 정부의 창업지원제도), 교육적인식 요인(창업강좌, 창업멘토링)을 선정하였고, 조절변수로서 대학생 전공(이공계와 비이공계), 그리고 종속변수로서 창업의지를 설정하여 연구모형을 구성했다. 본 연구를 통해 대학생들의 전공(이공계와 비이공계)에 따른 창업의지 확인과 함께 창업교육에 대한 교과목 설계, 목표설정, 학습 방향 및 방법들을 보완할 수 있는 기회를 얻을 수 있음을 제시하고자 한다.

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A Study on the Math. Camp to Improve Underachiever's Mathematical Disposition (학습 부진아의 수학적 성향 제고를 위한 수학캠프)

  • 박혜숙;박기양;김영국;박규홍;박윤범;임재훈
    • The Mathematical Education
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    • v.38 no.2
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    • pp.129-144
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    • 1999
  • The purpose of our work is to developing the program of math. camp to improve underachiever's mathematical disposition. To do this, the following research were taken; (1)Analysis of current status of programs for underachievers (2)Analysis of inclination to mathematics(We collected the data from 2 classes of middle schools) (3)Prepare and apply the program of math. camp for the students including underachievers, and then analysis the effect of the math. camp The results of this study is as follows; (1)Only 40% of investigated schools have their own programs for underachievers. But almost all general high schools do not have such programs because students do not want. More than half of the investigated teachers suggested that the most important thing for underachievers is the induction of motivation for mathematics. (2)Many students dislike mathematics from 5∼6 grade of elementary school, and more than 50% of students think that 'measure' and 'equations' items are difficult. (3) After attending the math. camp based on the games and activities in small groups, the students in the middle-ranking group showed more positive reactions against the items of mathematical disposition and attitude tests. The students in the row-ranking group were improved in the 'self-confidence' and 'will' items of mathematical disposition test and in the 'superiority' and 'interest' items of mathematical attitude test.

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A Study on the Educational Interactive Globe System using Physical Computing (피지컬 컴퓨팅을 이용한 교육용 인터렉티브 지구본 시스템에 관한 연구)

  • Kim, Gi-Bong;Yang, Hwang-Kyu
    • The Journal of the Korea institute of electronic communication sciences
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    • v.6 no.4
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    • pp.511-516
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    • 2011
  • Recently, the development of computing technology and experiential content for the increased interest in education and cultural facilities to target children and young people experience learning and experiential entertainment systems require a high propensity to invest and are. In this paper, for the 13.56MHz band RFID Reader and Tag RFID technology using the proposed interactive educational globe. Active tags attached to sensors attached to the globe were presented in the RFID reader, arduino and sensors in conjunction with Google Earth COM API was constructed through the physical computing educational system.

TREATMENT OF TEST ANXIETY - Theoretical Background of the Treatment of Test Anxiety - (시험 불안의 치료 - 이론적 배경 -)

  • Paik, Young-Suk
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.2 no.1
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    • pp.49-55
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    • 1991
  • Test anxiety has been defined as a situational-specific personality trait, with cognitive worry and affective emotionality components. Various treatments differ in the extent to which they attempt to modify the emotional and cognitive components of test anxiety, and can thus be placed along a cognitive-emotional continum on the basis of the intended locus of impact of the therapeutic techniques. Various treatments along a cognitive-emotional continum and study habits, test-taking skills and modeling in the treatment of test anxiety were reviewed. On the basis of a recent review of a number of test-anxiety treatment studies, most cognitively-focused treatments tend to be more effective in reducing test anxiety and its worry and emotionality components.

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An analysis of the predisposition of learners of English focusing on motivation and learning strategies (동기와 전략으로 본 영어 학습자들의 성향 분석)

  • Lee, Il-Yeon
    • English Language & Literature Teaching
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    • v.8 no.2
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    • pp.151-176
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    • 2003
  • Motivation and learning strategies, some of the important factors affecting language learning, have mostly been studied with reference to their relationship in terms of proficiency. This study investigated motivation and learning strategies and their relationship in order to find the inward predisposition of learners. Data was collected from 200 university students in Taejon and Chungnam province, Korea language learning strategies were measured by the Strategy Inventory for Language Learning(SILL), and motivation by the Attitude / Motivation Test Battery(AMTB), with adaptations for Koreans. The detailed analysis of the data Indicated that Korean university students were more motivated to learn English for a practical goal than a formal one. They had a strong willingness to learn but showed 'the tendency of the new generation' of choosing the easiest and most convenient ways in studying English in terms of motivational intensity and strategy use. Findings imply that there have to be some changes and improvements in the deep-rooted classroom teaching methods. A systematic device is needed to induce students to be autonomous learners, providing them with a variety of activities suitable for their purposes and levels, as in opportunities of contacting native speakers, multi-media language labs, the Internet etc.

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A Study on Self Directed Learning Readiness Among Undergraduate Medical Students Focused on the Case of A University College of Medicine (의과대학생의 자기주도학습 성향 연구 : A의대 사례)

  • Chae, Su-Jin
    • Korean Medical Education Review
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    • v.10 no.2
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    • pp.9-17
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    • 2008
  • A self directed learning(SDL) has been identified as an important ability for medical graduates. The purpose of this study was 1) to measure the SDLR of medical students, 2) to compare the relationship among the student perceptions of assessment, preference of instructional methods with SDLR. This study was conducted in 2006 at A University College of Medicine. The instrument applied to this study was SDLR. Korean version of Guglielmino's SDLR for Adults. The $SPSSwin^{(R)}$ program was used to analyze the data and statistics such as correlation. F-test, and Chi square test. Firstly. the mean scores of the SDLR of first, second. fourth year were 114.8, 107.9 and 106.2. This results showed a significant relationship among years (p<.001). Secondly the relationship between the student perceptions of assessment and SDLR was insignificant. The SDLR high scores students had a tendency to favorite "Discussion" and "Bedside teaching". This study found out the problems of medical education to enhance self directed learning ability for medical students. Further study is needed so that suitable instructional methods for medical students can be conducted in curriculum.