• Title/Summary/Keyword: Linear thinking

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A Comparative Study on Game-Score Prediction Models Using Compuational Thinking Education Game Data (컴퓨팅 사고 교육 게임 데이터를 사용한 게임 점수 예측 모델 성능 비교 연구)

  • Yang, Yeongwook
    • KIPS Transactions on Software and Data Engineering
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    • v.10 no.11
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    • pp.529-534
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    • 2021
  • Computing thinking is regarded as one of the important skills required in the 21st century, and many countries have introduced and implemented computing thinking training courses. Among computational thinking education methods, educational game-based methods increase student participation and motivation, and increase access to computational thinking. Autothinking is an educational game developed for the purpose of providing computational thinking education to learners. It is an adaptive system that dynamically provides feedback to learners and automatically adjusts the difficulty according to the learner's computational thinking ability. However, because the game was designed based on rules, it cannot intelligently consider the computational thinking of learners or give feedback. In this study, game data collected through Autothikning is introduced, and game score prediction that reflects computational thinking is performed in order to increase the adaptability of the game by using it. To solve this problem, a comparative study was conducted on linear regression, decision tree, random forest, and support vector machine algorithms, which are most commonly used in regression problems. As a result of the study, the linear regression method showed the best performance in predicting game scores.

The Formation of Linear Thinking in Traditional Chinese Music and Its Causes (중국 전통음악 선형적 사유의 형성과 그 원인)

  • Li Ruibiao
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.2
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    • pp.429-436
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    • 2023
  • Traditional Chinese music has a deep indigenous color and has its own unique way of thinking and characteristics. A consensus has already been formed that linear thinking is a major feature of traditional Chinese music, and it has been implemented in both traditional multi-tone and single-tone music. It is mainly expressed in the form of single-tone music or single-tone music. This linear thought of traditional Chinese music is formed by influencing factors in various fields. For example, it is related to national culture, geographical and natural environment, religious and philosophical background, traditional Chinese notation, individual characteristics of traditional musical instruments, Yulje, composition, and transmission methods. This thinking is different from Western classical music that pursues three-dimensional thinking, and Western music emphasizes the harmony of harmony, harmony of tone and texture, logic and identity of structure, and emphasizes the aspect of space. However, traditional Chinese music emphasizes the horizontal development of melody, the fluency of ancestors, and the continuity of structure. We aims to analyze the causes of linear thinking of traditional Chinese music so that it can be more useful in educational aspects and promote the succession and development of traditional music by transferring knowledge of ethnic music.

A Comparative Study of the Trends of Current Science Education and the System Thinking Paradigm (현대 과학교육의 동향과 시스템사고 패러다임의 비교 연구)

  • Kim, Man-Hee;Kim, Beom-Ki
    • Journal of The Korean Association For Science Education
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    • v.22 no.1
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    • pp.64-75
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    • 2002
  • The purposes of this study are to understand the trends of current science education compared with thinking paradigm and to find the direction of reform in holistic view. It is divided into three parts. Firstly, significant trends of science education during the late 20th century were examined. Secondly, the current society was discussed, particularly focused on the thinking paradigm. Thirdly, the science education trends and thinking paradigms were compared. The results are 1) A major goal of contemporary science education is the scientific literacy, for which the constructivist and STS class are introduced, 2) Thinking paradigm is changing from analytics to systemics, and 3) Compared the current science education and system thinking paradigm, they seem consistent in respect of looking for the whole-part relationship.

Influence of Frailty, Nutritional Status, Positive Thinking and Family Function on Health Conservation of the Elderly at Home (재가노인의 노쇠, 영양상태, 긍정적 사고 및 가족기능이 건강보존에 미치는 영향)

  • Chang, Hae Kyung
    • Korean Journal of Adult Nursing
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    • v.27 no.1
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    • pp.52-62
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    • 2015
  • Purpose: The purpose of this study was to examine the relationships between frailty, nutritional status, positive thinking, family function, and health conservation and to identify the factors influencing health conservation of the elderly at home. Methods: The research design was a descriptive survey using a convenience sampling. Data were collected from 142 elders using self-reported questionnaires. Data were analyzed using the SPSS/WIN 20.0 program for descriptive statistics, Pearson's correlation coefficients, and multiple linear regression. Results: The average health conservation score was 98.85. There were significant correlations between frailty, nutritional status, positive thinking, family function and health conservation. As a result of the multiple linear regression analysis, positive thinking, perceived health status, spouse and frailty accounted for 69% of the variance in health conservation of the elderly at home. Conclusion: These influencing factors on health conservation can be taken into account in the development of nursing intervention programs for improving health conservation of the elderly at home.

A study on the a1gebraic thinking - From the perspective of 'process' and 'object' aspects - (과정-대상 측면에서 본 '대수적 사고' 연구)

  • 김성준
    • Journal of Educational Research in Mathematics
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    • v.12 no.4
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    • pp.457-472
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    • 2002
  • In this paper, we deal with the algebraic thinking from the perspective of ‘process’ and ‘object’ aspects. Generally, mathematical concepts have come from the concrete process. We consider the origin of algebra as the arithmetic calculations. Also, the concept of school arithmetic is beginning from actions or procedures. However, in order to develop the alge- braic thinking and to apply this thinking, we have to see the history of algebraic thinking, and find this duality. Next we investigate various researches relating to the ‘process-object duality’. Theses studies suppose that the concept formation and thinking process should be stared from the process-object duality. Finally, we reinterprete many difficulties in algebra - equals sign, variables, algebraic expressions, and linear equations, the principle of permanence of form- from the perspective of the process-object duality.

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Association between self-esteem, critical thinking disposition, and field practice stress of dental laboratory technology students (치기공과 학생의 자기존중감, 비판적 사고성향 및 현장실습 스트레스 간의 연관성)

  • Kang, Wol;Jang, Yeon
    • Journal of Technologic Dentistry
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    • v.44 no.3
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    • pp.81-88
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    • 2022
  • Purpose: This study was conducted to verify the effects of self-esteem and critical thinking disposition on dental laboratory technology students' field practice stress. Methods: The subjects of the study were 198 dental laboratory technology students with clinical practice experience located in Gyeongsangbuk-do and Gyeongsangnam-do. The collected data were analyzed by t-test, ANOVA, correlation analysis, and linear regression analysis using IBM SPSS Statistics ver. 22.0 (IBM). Results: The average self-esteem, critical thinking disposition, and field practice stress scores were 3.76, 3.50, and 2.40, respectively. There was a significant correlation between self-esteem, critical thinking disposition, and field practice stress. It was found that the higher the self-esteem, the lower was the field practice stress. On the contrary, among the sub-items of critical thinking disposition, when intellectual fairness increased, the field practice stress decreased; however, when healthy skepticism increased, the field practice stress increased. Conclusion: Self-esteem and critical thinking disposition were both found to have a substantial effect on field practice stress. Therefore, various educational programs need to increase self-esteem and cultivate critical thinking skills for a successful field practice and field practice stress relief of laboratory technology students.

Causal relationship between learning motivation and thinking in programming education using online evaluation tool (온라인 평가 도구를 활용한 프로그래밍 교육에서 학습 동기와 사고력 간 인과 관계)

  • Chang, Won-Young
    • Journal of The Korean Association of Information Education
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    • v.24 no.4
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    • pp.379-390
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    • 2020
  • Recently, interest in online teaching·learning and evaluation tools has increased in the context of Covid-19. In order to use tools effectively, it is necessary to identify the structural influence and causal relationship between the learner's affective and cognitive variables. In this study, to identify a causal relationship between motivation and thinking while using online judge, research and competing model were established and model fit/path analysis were performed. It was found that there was a linear causal relationship from tool usage, self-efficacy, flow, logical thinking, to computational thinking. It was confirmed that 'self-efficacy → flow', or 'flow' had mediating effect on the path from tool usage to thinking, and tool usage was not exerted to thinking through 'flow → self-efficacy'. The causality of 'logical thinking → computational thinking' was identified on the path where tool usage affects thinking ability through learning motivation, but the causality of 'computational thinking → logical thinking' was not identified.

Evaluation for Nursing Bachelor Degree Program Outcomes; Focus on Nursing Research Competency (간호연구 학습성과 평가를 위한 연구)

  • Yi, Jee-Seon;Kim, Hyun-Ju
    • Journal of the Korean Applied Science and Technology
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    • v.36 no.2
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    • pp.551-559
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    • 2019
  • For evaluation nursing research program outcome, this study conducted to identify the critical thinking disposition and problem solving inventory through the nursing research course practiced in the nursing bachelor degree program and to confirm the relation with the nursing research course outcome. The subjects were 161 nursing students in the third grade. Critical thinking disposition, problem solving inventory and nursing research learning outcomes of before and after the course were analyzed by paired t-test. Linear regression was performed to identify the factors influencing the learners' course outcomes. The nursing research curriculum has improved intellectual passion, systemicity and intellectual fairness among sub-factors of critical thinking disposition and problem solving inventory. A research proposal appraisal and critical thinking disposition can be used with written examination for evaluation nursing research program outcome and nursing research competency of nursing student.

Emergency Nurses' Critical Thinking Disposition, Problem Solving Ability, and Triage Competency (중증도 분류간호사의 비판적 사고성향, 문제해결능력과 중증도 분류역량)

  • Park, Jae Hyung;Bae, Sun Hyoung
    • Journal of muscle and joint health
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    • v.29 no.2
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    • pp.124-132
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    • 2022
  • Purpose: The purpose of this study was to investigate the relationships among critical thinking disposition, problem solving ability, and triage competency in nurses working in Emergency Rooms (ERs). Methods: This cross-sectional study, conducted in August and September 2021, involved 118 ER nurses from three hospitals in the Gyeonggi-do metropolitan area. The data were analyzed using t-test, ANOVA, Scheffé test, Pearson correlation coefficients, and multiple linear regression analysis using SPSS for Windows version 25.0. Results: The mean score of triage competency among ER nurses was 87.63±15.65. In the regression model, age, ER experience, triage experience, critical thinking disposition, and problem solving ability predicted 52% of the triage competency. Both critical thinking disposition and problem-solving ability were noted to be significant (β=.32, p<.001; β=.36, p<.001, respectively). Conclusion: Critical thinking disposition and problem solving ability of ER nurses were identified as major factors in triage competency. To improve ER nurses' triage competency and enhance critical thinking disposition and problem solving ability, a systematic and ongoing program should be developed and implemented.

An Empirical Investigation on the Dynamic Relationships among the Critical Factors Influencing on the High-tech Cluster Formation and Its Sustainable Growth (첨단산업클러스터 형성요인들간의 인과관계분석)

  • Kwoun, Sung-Taeck;Kim, Sang-Wook
    • Korean System Dynamics Review
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    • v.7 no.2
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    • pp.133-148
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    • 2006
  • This study suggests a Causal Loop Diagram(CLD) of causality mechanism which are integrating matters of localization, networking, embeddedness & institutional thickness and collective learning. These five factors(localization, networking, embeddedness & institutional thickness, collective learning, innovative synergy) have been studied and proofed Also this study suggest a model of industry cluster based on holistic and global system thinking rather than local and linear thinking.

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