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Development of Improvement Effect Prediction System of C.G.S Method based on Artificial Neural Network (인공신경망을 기반으로 한 C.G.S 공법의 개량효과 예측시스템 개발)

  • Kim, Jeonghoon;Hong, Jongouk;Byun, Yoseph;Jung, Euiyoup;Seo, Seokhyun;Chun, Byungsik
    • Journal of the Korean GEO-environmental Society
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    • v.14 no.9
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    • pp.31-37
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    • 2013
  • In this study installation diameter, interval, area replacement ratio and ground hardness of applicable ground in C.G.S method should be mastered through surrounding ground by conducting modeling. Optimum artificial neural network was selected through the study of the parameter of artificial neural network and prediction model was developed by the relationship with numerical analysis and artificial neural network. As this result, C.G.S pile settlement and ground settlement were found to be equal in terms of diameter, interval, area replacement ratio and ground hardness, presented in a single curve, which means that the behavior pattern of applied ground in C.G.S method was presented as some form, and based on such a result, learning the artificial neural network for 3D behavior was found to be possible. As the study results of artificial neural network internal factor, when using the number of neural in hidden layer 10, momentum constant 0.2 and learning rate 0.2, relationship between input and output was expressed properly. As a result of evaluating the ground behavior of C.G.S method which was applied to using such optimum structure of artificial neural network model, is that determination coefficient in case of C.G.S pile settlement was 0.8737, in case of ground settlement was 0.7339 and in case of ground heaving was 0.7212, sufficient reliability was known.

Examining the Validity of History-of-Science-Based Evolution Concept Assessment and Exploring Conceptual Progressions by Contexts (과학사에 근거한 진화개념검사도구의 타당도 확인 및 맥락에 따른 진화개념 발달 탐색)

  • Ha, Minsu
    • Journal of The Korean Association For Science Education
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    • v.36 no.3
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    • pp.509-517
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    • 2016
  • Previous studies have investigated the similarity between the development of evolutionary explanations and students' conceptual developments on evolution. However, the validity and reliability of the assessment method reflecting the similarity have not been quantitatively examined yet. In addition, no study has examined the conceptual progressions of evolution concept based on contexts although literature has addressed the contextual difference of evolutionary explanation in the history of science. This study examined the validity and reliability of history-of-science-based evolution concept assessment using ordered multiple choice (OMC) methods and Rasch analysis and explored conceptual progression by three contexts (e.g., human, animal, and plant). The evolution concept assessment developed by Ha (2007) was used to examine 1711 elementary, middle, and high school students, and pre- and in-service science teachers' (biology majors and non-majors) evolution concepts. Internal consistency reliability and item response fitness of the OMC method that provide 0- to 4-point scores to creationism, teleology, intentionality, use/disuse, and natural selection respectively met the benchmark based on the Cronbach alpha and MNSQ indices of Rasch analysis. The level of elementary and middle school students' evolution concepts were located between intentionality and use/disuse while the level of high school and non-biology science teachers' evolution concepts were located between use/disuse and natural selection. The conceptual progressions of evolution concepts were differentiated according to three contexts. This study provided the quantitative evidence for the similarity between the development of evolutionary explanations and students' conceptual developments on evolution and suggest new analysis methods (i.e., OMC) of evolution concept assessment.

Career Development of Korean Science-Gifted Students from Elementary Through High School Years (과학고등학교 학생들의 초등학교부터 고등학교까지의 진로발달 과정)

  • Lee, Ki-Soon;Choi, Kyung-Hee;Lee, Hyun-Ju
    • Journal of The Korean Association For Science Education
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    • v.31 no.1
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    • pp.48-60
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    • 2011
  • The study aimed to thoroughly observe the process of science-gifted students' career development from elementary to high school in Korea. Eighteen science high school students participated in this study. Data source was retrospective interviews with individuals. Results indicated that the inner factors influencing their career development included 'interest in science' and 'desire for deep understanding of science,' and 'ambition for taking a lead in society by means of science.' The outer factors included 'dissatisfaction with regular schooling,' 'social atmosphere to prefer special purpose high schools,' and 'in-depth educational programs beyond high school levels with brilliant peers.' These inner and outer factors have reacted upon each other in their career development. The implications for proper career development were discussed on the basis of the results.

Elementary School Students' Perception about the Purpose of Scientists' Experiments (과학자의 실험 목적에 대한 초등학생의 인식)

  • Kim, Jihye;Shin, Youngjoon
    • Journal of The Korean Association For Science Education
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    • v.33 no.6
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    • pp.1248-1258
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    • 2013
  • This study investigated the elementary school students' perception of the "purpose of scientists' experiments" and discovered what roles teachers can take to provide guidance. The study subjects were 193 elementary school students (96 boys and 97 girls) in a school located in Gyeonggi-do. The responses were analyzed through categorization based on their gender, science test score at school, and understanding of the purposes of scientific experiments based on students' choice of science-related future careers. The results of this study were as follows. In relation to the purpose of science experiments, the elementary school students considered intrinsic values of doing experiments more valuable than their extrinsic values. Next, 34.2% of the students answered that scientists do science experiment 'to find a new fact' and 26.9% of the students answered 'to make life convenient.' The results showed that girls responded 'social usefulness' more frequently than boys. Considering the achievement levels, it was found that high level students replied 'to make life convenient' more frequently than middle and low level students on why scientists do science experiments. Students who want to have a science-related career had varied ideas about it.

Reliability and Validity of the Korean Version of SERVPERF : A Validation Study (서비스 질 척도(서브퍼프)의 타당화 연구: 종합사회복지관을 대상으로)

  • Kim, Yong-Seok;Choi, Jong-Bog;Hwang, Seong-Hye;Kim, Min-Suk;Seo, In-Ja
    • Korean Journal of Social Welfare
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    • v.61 no.2
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    • pp.107-135
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    • 2009
  • The purpose of this study is to develop and evaluate the Korean version of the SERVPERF which has been widely used in order to measure service quality in various kinds of fields including social work. A total of 328 adults using social welfare centers in Seoul and Gyeonggi-do participated in this study. Confirmatory factor analysis confirmed that the Korean version of the SERVPERF consists of 5 dimensions(tangibles, reliability, responsiveness, assurance, and empathy) like the original SERVPERF. 5 dimensions of the Korean version of the SERVPERF have acceptable levels of internal consistency. Its convergent validity and discriminant validity are satisfactory. Finally, weak or non-significant correlations between 5 dimensions of the Korean version of the SERVPERF and social desirability scale indicated that the participants' reponses to the Korean version of the SERVPERF were not affected by social desirability.

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A Study on the Impact of the Organization Traits and New product Creativity on Development Performance (신제품개발 조직특성이 신제품 창조성과 개발성과에 미치는 영향에 관한 연구)

  • Jung, Duk-Hwa;Kim, Hyung-Jun
    • Journal of Global Scholars of Marketing Science
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    • v.16 no.2
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    • pp.109-132
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    • 2006
  • A Major aim of this study is to test the hypothesis that there is an association between empowerment, organizational memory, and new product creativity. In addition to exploring these relationships, this study examines the effect of new product creativity on new product performance, and identify the moderating effects of market uncertainty in the relationships between new product creativity and performance. For this purposes, we developed a research model based on the literature reviews of empowerment, organizational memory, market uncertainty, and new product creativity. A total of 121 usable survey responses has been used in the empirical research for foods manufacturing industry. The findings indicate that (1) Empowerment has a positive effect on new product creativity, (2) Organizational memory has a positive effect on new product creativity, (3) New product novelty has a positive effect on new product performance, and (4) Only competition uncertainty has a moderating effects between the new product meaningfulness and performance. The findings have implications for managers wishing to acquire the new product creativity and to better the new product development performance.

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A Case Study on the Reinforcement of Existing Damaged Geogrid Reinforced Soil Wall Using Numerical Analyses (수치해석을 이용한 기존 피해 보강토 옹벽의 보강에 관한 사례 연구)

  • Won, Myoung-Soo;Langcuyan, Christine P.;Choi, Jeong-Ho;Ha, Yang-Seong
    • Journal of the Korean Geosynthetics Society
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    • v.19 no.1
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    • pp.75-82
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    • 2020
  • There have been often cases of collapse for geogrid reinforced soil (GRS) retaining wall. Hence, social interest in the reinforcement and restoration of the collapsed GRS wall is increasing day by day. However, there are only few researches. For this reason, a series of numerical analyses using the Plaxis 2D program was conducted in this study to analyze the suitable reinforcement methods that can be applied on the existing damaged GRS wall caused by overturning of the modular blocks facing and the surface settlement at the backfill as the results from the design failure. The restoration plan used in this study is composed of two cases: (Case 1) soil nailing reinforcement and reinforced concrete (RC) wall facing construction on the existing damaged GRS wall; and (Case 2) removal of the entire damaged GRS wall and then reconstruction. The results on the internal stability of the GRS wall show that Case 1 obtained a greater safety factor than Case 2 for tensile force while Case 2 had a greater safety factor than Case 1 for pullout failures. Case 1 was found to be more stable than Case 2 in terms of the global slope safety by shear strength reduction method and the external deformation behavior by numerical analysis. In this study, the existing damaged GRS wall which was reinforced using Case 1 method shows more stable external behavior.

Trend in Preference for Dental Hygienist Image among Health Care Workers (일부 병원 종사자들의 치과위생사에 대한 이미지 선호 경향)

  • Yoon, Hyun-Seo;Kim, Jung-Sool;Lee, Mi-Ok;Kim, Hyun-Dae
    • Journal of dental hygiene science
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    • v.10 no.4
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    • pp.211-218
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    • 2010
  • The purpose of this study was to examine preference for dental hygienists. The subjects in this study were 228 employees in general hospitals located in the region of Busan, on whom a survey was conducted in May and June, 2009. The findings of the study were as follows: As for top priority of dental hygienists' duties, providing assistance for dentist treatment ranked first(28.2%), followed by scaling(23.2%) and preventive duties(20.6%). Concerning a favorable image of a dental hygienist, a cheerful look was most preferred(61.4%), followed by a clean-cut look (32.9%), a refined look (3.5%) and an intellectual look (2.2%). Among the subjects, married respondents exhibited a greater liking for a cheerful look, and the gap between them and the unmarried subjects was statistically significant($x^2=8.11$, p<.05). In terms of uniform preference, a two-piece suit with pants was most favored(76.3%). Female respondents showed a greater preference for a two-piece suit with pants, and the gap between them and the male respondents was statistically significant($x^2=41.09$, p<.001). As for major qualifications, professional knowledge was most valued (49.1%), followed by integrity/responsibility(23.2%), friendliness(22.4%), and a great personality/being well-cultivated(5.3%). Employees who were in their 40s and up placed more importance on integrity and responsibility, and the gap between them and the others was statistically significant($x^2=20.62$, p<.01).

How Does the Human Mind Change from Its First State? An Investigation of the First and the Last Human Mind through Cognitive Mechanism in the Brain (인간의 마음은 어디에서 어디로 변해가는가: 두뇌 인지 메커니즘을 통해 본 인간 마음의 처음과 끝)

  • Song, Kwang-Han
    • Journal of Digital Convergence
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    • v.11 no.11
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    • pp.753-766
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    • 2013
  • Even though civilization is developing at a fast rate, human beings and their living environments do not look happy. Given that the civilization comes from the human mind, which is changing in interaction with human body, society, and nature, it is hard to think that the human mind is changing in the desirable direction. This paper described a whole changing paradigm of the human mind and its causes through the cognitive mechanism in the brain from which all the diverse minds are formed. According to the cognitive mechanism, the human mind can change from the first free and peaceful mind through the middle mind to the last obsessive and anguish mind in accordance with the change of one of the factors in the origin of the human mind. Today's unfavorable changes in human beings, society, and the natural environment including the excessive development of civilization are the results of the undesirable changes of the human mind. This paper specified the respective characteristics of the first, middle, and the last mind and discussed where individuals' minds are and where they are going. Lastly, this paper suggested the specific ways to return to the first original mind based on the cognitive mechanism.

Phenotypic Variation and Genetic Correlation of Elytra Colored Patterns of Multicolored Asian Lady Beetles, Harmon axyridis (Coleoptera: Coccinellidae) in Korea (우리나라에서 무당벌레 (Harmonia axyridis: Coccinellidae) 의 초시무늬의 표현형 변이와 유전적 상관)

  • Seo, Mi-Ja;Kang, Eun-Jin;Kang, Myong-Ki;Lee, Hee-Jin;Seok, Hee-Bong;Lee, Dae-Hong;Park, Sun-Nam;Yu, Yong-Man;Youn, Young-Nam
    • Korean journal of applied entomology
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    • v.46 no.2
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    • pp.235-249
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    • 2007
  • The multicolored Asian lady beetles (Harmonia axyridis) has characteristic color patterns, which show great variability within species. Up to now, it has been well known that main factors affected on individual color pattern variations in the population of H axyridis are external, physical, and environmental characteristics. Indeed, there is as yet no evidence to indicate whether the variation is genetic or environmental factors. Also the factors which produce this variation are unknown in this species, although it is suspected that much of the variation is under genetic control. However, the genetic relationships among many of color types were investigated by observing the progeny of each particular pairs. It is worth mentioning a few particular breeding cases to illustrate certain facets of variability, and to indicate examples suitable for genetic analysis of the color pattern variation.