• Title/Summary/Keyword: Creative Analysis

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Impact of Artificial Intelligence on the Development of Art Projects: Opportunities and Limitations

  • Zheng, Xiang;Xiong, Jinghao;Cao, Xiaoming;Nazarov, Y.V.
    • International Journal of Computer Science & Network Security
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    • v.22 no.9
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    • pp.343-347
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    • 2022
  • To date, the use of artificial intelligence has already brought certain results in such areas of art as poetry, painting, and music. The development of AI and its application in the creative process opens up new perspectives, expanding the capabilities of authors and attracting a new audience. The purpose of the article is to analyze the essential, artistic, and technological limitations of AI art. The article discusses the methods of attracting AI to artistic practices, carried out a comparative analysis of the methods of using AI in visual art and in the process of writing music, identified typical features in the creative interaction of the author of a work of art with AI. The basic principles of working with AI have been determined based on the analysis of ways of using AI in visual art and music. The importance of neurobiology mechanisms in the course of working with AI has been determined. The authors conclude that art remains an area in which AI still cannot replace humans, but AI contributes to the further formation of methods for modifying and rethinking the data obtained into innovative art projects.

The Analysis of Teacher Recommendation on Selection Process for Scientifically Gifted Program: Focus on the Scientific Attitude, Process Skill, Logical Thinking, Creative Problem-Solving Ability and Creativity of students (과학 영재교육 대상자 선발방법으로써 교사 추천제 분석: 학생의 과학적 태도, 탐구력, 사고력, 문제 해결력, 창의성을 중심으로)

  • Park, Min-Jung;Jeon, Dong-Ryul
    • Journal of The Korean Association For Science Education
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    • v.28 no.2
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    • pp.111-119
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    • 2008
  • We objectively analysis of teacher recommendation on selection process for scientifically gifted program, by having conducted the test of scientific attitude, process skill, logical thinking, creative problem-solving ability and creativity of the students who were enrolled in science gifted-education programs, students who were recommended by science teachers as talented in science and students of ordinary classes. In result, both gifted program students and teacher-recommended students scored much higher than ordinary class students in all test fields, but there was no meaningful difference between the gifted-program students and teacher-recommended students. This result signifies that teacher recommendation is a valuable tool for selecting students for a science gifted-education program.

Performance Analysis of Directors, Producers, Main Actors in Korean Movie Industry using Deciles Distribution (2004-2017) (평균 관객 수 10분위를 활용한 감독, 제작자, 배우 흥행성과 분석)

  • Kim, Jung-Ho;Kim, Jae Sung
    • The Journal of the Korea Contents Association
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    • v.18 no.10
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    • pp.78-98
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    • 2018
  • On the 855 pure Korean commercial fictional movies, excluding diversity films, released in Korea from 2004 to August 2017, I conducted deciles distribution analysis of box office performance of those movies and average box office performance of directors, producers and lead actors who involved in making them. Deciles distribution analysis of average box office performance might be helpful to predict their next box office performance of newly produced Korean movies and to evaluate their contribution to box office performance. In baseball, the various index such as winning rate, on-base percentage, slugging percentage, stolen base percentage, battling average, earned run average is used for predicting and reviewing of professional players. In this study, I evaluate the script's narrative quality by the indirect method of insight and judgment of creative manpower involved in making the movies. For the more productive prediction, direct statistical analysis method on the narrative of the script needs to develop. Time series analysis is required to evaluate the rise and fall of creative manpower and network analysis is also necessary to see the interaction among creative people.

Dispersion-Based Continuous Wavelet Transform for the Analysis of Elastic Waves

  • Sun, Kyung-Ho;Hong, Jin-Chul;Kim, Yoon-Young
    • Journal of Mechanical Science and Technology
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    • v.20 no.12
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    • pp.2147-2158
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    • 2006
  • The continuous wavelet transform (CWT) has a frequency-adaptive time-frequency tiling property, which makes it popular for the analysis of dispersive elastic wave signals. However, because the time-frequency tiling of CWT is not signal-dependent, it still has some limitations in the analysis of elastic waves with spectral components that are dispersed rapidly in time. The objective of this paper is to introduce an advanced time-frequency analysis method, called the dispersion-based continuous wavelet transform (D-CWT) whose time-frequency tiling is adaptively varied according to the dispersion relation of the waves to be analyzed. In the D-CWT method, time-frequency tiling can have frequency-adaptive characteristics like CWT and adaptively rotate in the time-frequency plane depending on the local wave dispersion. Therefore, D-CWT provides higher time-frequency localization than the conventional CWT. In this work, D-CWT method is applied to the analysis of dispersive elastic waves measured in waveguide experiments and an efficient procedure to extract information on the dispersion relation hidden in a wave signal is presented. In addition, the ridge property of the present transform is investigated theoretically to show its effectiveness in analyzing highly time-varying signals. Numerical simulations and experimental results are presented to show the effectiveness of the present method.

A New Study of Sensing and Optimum Preparation Conditions of Graphite/Different Paper Sensors for Composite Materials (복합재료용 흑연/종이 센서의 최적제조조건 및 감지능 평가 연구)

  • Park, Ha-Seung;Shin, Pyeong-Su;Kim, Jong-Hyun;Baek, Yeong-Min;Park, Joung-Man
    • Composites Research
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    • v.31 no.2
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    • pp.51-56
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    • 2018
  • A new study was carried out to utilize a pencil drawing paper sensor (PDPS), which drew a line using a pencil on the paper, as a sensor. The sensing effect on 3 different papers based on the properties of PDPS was compared. The specimens were prepared by drawing 4B pencils on plain (A4), Hwasun, and Han papers. The silver paste was used to give good electrical contacts of the copper wires and the pencil drawn line. The chemical structures of 3 papers for PDPS by FT-IR spectrum analysis were similar and the comparative compact states of each paper were observed by optical microscope. From statistical evaluation of tensile strength using 3 papers, plain paper was chosen to be best for the PDPD. The optimum drawing number of PDPD was determined by changing the thickness of the paper with the drawing number. Electrical resistance (ER) with graphite on 3 different papers were compared. The changes in compression was observed through cyclic compressive test of composite materials, it was possible to predict the degree of strain sensing under compressive test. It leads to expectation of properties.

Critical Studies as Culture-based Art Education (문화중심 미술교육으로서의 비평학습)

  • Park, Jeong-Ae
    • The Journal of Art Theory & Practice
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    • no.1
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    • pp.71-92
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    • 2003
  • This study examined the condition of an educational discourse, relating the concept of creativity, culture, culture-centered, and critical thinking, to explore Culture-based Art Education(CBAE). In particular, art education practice was examined using interpretations of creativity and critical theory positions from the field of education. Discourse analysis was used as the research method to contextually situate and analyze the ways in which art education theory and practice of creativity and of critical studies encoded meanings. The study helped build an understanding that creativity was formed as a modernist discourse in the humanistic stance. In education, creativity became the fundamental concern for progressive educators who pursued innate ability of individuals. The way to enhance creative potential of students was to induce their motive, as was the same case in art education, while in artist training, free expression was its main method. In this way, as creativity was intimately connected with the concept of expression, in art education art making is the only course for enhancing creativity. However, because creative process cannot intelligently be regarded as logically distinct from the creative product, and creativity can only be said by product, it seems valid to think that creativity is the quality not to be achieved by teaching. Furthermore, its emphasis on art making resulted in unbalance of art making and art appreciation in art education. It was the late sixties when several alternatives for creative education were made their appearance. Critical studies in art adopted critical theory as its theoretical background has developed as an alternative of creative art education, when research and theory for creativity could not be adequate to deal with the problem of practice. Critical theory is a broad and diverse field of theory and practice drawing on aspects of the modernist perspective of the later Frankfurt School, feminism, Freirean pedagogy, postcolonial discourse as well as postmodernism to construct a practical approach to education. It is very this eclectic nature to provide the mosaic that need to experience cultures from different perspectives in a pluralistic society. Because one's personality is formed by multiple aspects of culture which is very complex and is made up of what we do and value, creativity cannot make part of educational discourse with the philosophy of culture centered. On the other hand, critical studies, as a school art program of critical theory, can perform the role of CBAE, because it would have to deal with the investigation of social and cultural issues form multiple personal, local, national, and global perspectives.

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Analysis on Creative Thinking Leaning Between Scientifically Gifted Students and Normal Students (과학영재와 일반학생들의 창의적 사고 편향에 대한 분석)

  • Chung, Duk-Ho;Park, Seon-Ok
    • Journal of Gifted/Talented Education
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    • v.21 no.1
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    • pp.175-191
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    • 2011
  • This study is to investigate the creative thinking style and it's leaning that normal students and scientifically gifted students use mainly at processing information. Right Brain vs Left Brain Creativity Test(R/LCT) and Brain Preference Indicator(BPI) is taken to investigate the creative thinking style of normal students(N=144) and scientifically gifted students(N=97). In the R/LCT, the normal students responded that they prefer to use right-brain thinking rather than left-brain thinking. But the scientifically gifted students prefer to left-brain thinking. The normal students showed most preference for Holistic Processing of right side brain and they did most avoiding for Verbal Processing of left side brain. The scientifically gifted students showed most preference for Logical Processing of left side brain. And they did most avoiding for Random Processing of right side brain. There was a meaningful difference between left side brain preference group and right side brain preference group on Sequential, Symbolic, Logical, Verbal, Random, Intuitive, Fantasy-oriented Processing of normal Students. But the scientifically gifted students showed a meaningful difference in right side brain processing mainly. In other word, all the scientifically gifted students took an lean processing in Logical, Symbolic, Linear Processing, etc. In sum, the scientifically gifted students are unequal in at processing information against the normal students. So it is required more appropriate teaching-learning method based on the creative thinking style and it's leaning for effective gifted education.

The Effects of Collective Leadership on Creative Behavior: Mediating Effect of Organizational-Based Self-Esteem Moderated by Psychological Safety (집합적 리더십이 창의적 행동에 미치는 영향: 심리적 안전감에 의해 조절된 조직기반 자긍심의 매개효과를 중심으로)

  • Oh, Ho-June;Shin, Je-Goo
    • The Journal of the Korea Contents Association
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    • v.18 no.1
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    • pp.623-641
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    • 2018
  • The goal of this study is to verify the effectiveness of collective leadership. Specifically, we examine the direct effect of collective leadership on creative behavior and how this relationship is affected indirectly by organization-based self-esteem. Further, we identify the conditional indirect effect psychological safety has in moderating this mechanism. To minimize the common method bias, job rank and the affectivity in work situations were set as control variables. After excluding ten univariate outliers from 319 responses that were collected, a total of 309 samples were used for analysis. Our findings showed that collective leadership has a positive effect on the creative behavior of organization members, and that organization-based self-esteem played the role as partial mediator in the relationship between collective leadership and creative behavior. Also, the conditional indirect effect of psychological safety was found to be significant in the 'high' and 'very high' percentile levels, but not in the 'very low,' 'low,' and 'middle' levels. Together, the findings imply that when leaders at organizations promote members' organization-based self-esteem and creative behavior through collective leadership, it can be more effective when members feel high psychological safety in the organization.

Consistency in Assessment of Creative Products in Terms of Evaluators' Knowledge of Creativity Assessment Criteria and the Type of Assessment Tools (창의적 산출물 평가에서 평정자의 지식 및 평가 도구 유형에 따른 일치도 분석)

  • Lee, Su Jin;Choe, Ho Seong;Park, Kyung Hee
    • Journal of Gifted/Talented Education
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    • v.26 no.4
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    • pp.677-697
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    • 2016
  • This study analyzed the difference in evaluation results in evaluating identical products by applying two different types of evaluating scales, Creative Product Analysis Matrix (CPAM) and Creative Product Semantic Scale (CPSS) by O'Quin and Bessember (1989). As a result, evaluation based on explicit knowledge scored lower than evaluation based on implicit knowledge, implying that the evaluation becomes stricter. When evaluated with CPSS, which as relatively more segmentalized grading criteria, all sub-dimensions of creativity showed low scores, and it show that when evaluator's first impression or personal evaluation standard on the products is firm, they may not be evaluated by the evaluation tools. Gifted education teachers were giving similar evaluations as experts in creative product evaluation, and understanding the product evaluation tool fully in advance before teaching or evaluating products may lead to the generation of newer, more useful and appropriate, and highly creative product with high solvability.

Analysis of Creative Personality and Intrinsic Motivation of Information Gifted Students Applying Curriculum Based on Computing Thinking (컴퓨팅사고력을 고려한 교육과정을 적용한 정보영재들의 창의적 성격과 내적동기 분석)

  • Chung, Jong-In
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.8
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    • pp.139-148
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    • 2019
  • Fostering science-gifted individuals are very important for the future of the nation, and it is especially important to cultivate information-gifted individuals in the age of the fourth industry. There is no standardized curriculum for each gifted education center of the University. Therefore, in this study, we analyzed how effective the curriculum developed on the basis of computing thinking is to affect the characteristics of the information-gifted individuals. The curriculum developed on the components of computing thinking was applied to the information-gifted students of K University. In order to verify the effectiveness of the curriculum, we developed a creative personality test and an intrinsic motivation test, and conducted tests before and after the training. We compared pre-post test results by t-test with R program. The creative personality test consisted of 36 items with 6 factors: risk-taking, self - acceptance, curiosity, humor, dominance, and autonomy. The intrinsic motivation test consisted of 20 items with 5 items: curiosity and interest oriented tendency, challenging learning task preference orientation, independent judgment dependency propensity, independent mastery propensity, and internal criterion propensity. The effect of the curriculum on the creative personality of the experimental group was significant (0.009, 0.05). The significance level of the intrinsic motivation was 0.056 and was not significant at the 0.05 level of significance.