• Title/Summary/Keyword: 작품 특성

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NFT Price Prediction Using Image Transfer Learning and Generative Adversarial Network (이미지 전이 학습과 생성 알고리즘을 활용한 NFT 작품 가격 예측)

  • Jo, Leean;Kim, Jiyoon;Han, Chanhee;Kim, Hyon Hee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.484-486
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    • 2022
  • 대체 불가능한 토큰을 의미하는 NFT 는 블록 체인 기반 기술 중 하나로 소유권과 거래 이력이 블록 체인에 기록이 된다는 장점을 지녀 미술 작품 거래에도 활발히 활용되고 있다. 하지만 현재 NFT 작품 거래 시장은 주식거래와 같이 회전율과 거래량을 중점으로 투기성이 짙으며, 작품의 섬네일 이미지만으로 거래 의사를 판단하는 경우가 많다는 문제점이 대두되고 있다. 따라서 작품의 다양한 특성에 대한 고려가 함께 이루어질 필요가 있다. 본 논문은 작품의 다양한 변수를 수집하여 최적의 변수 조합을 찾아내고, 이미지 전이 학습과 생성 알고리즘을 활용해 다양한 변수가 가격에 미치는 영향을 알아보고자 했다. 연구 결과 이미지 만을 활용한 가격 예측은 정확도가 높지 않다는 사실을 확인하였고 작품이 가진 여러 특성을 변수로 한 정형 데이터의 가격 예측 정확도가 더 높은 것을 알 수 있었다. 또한 생성 알고리즘을 통해 새로운 특성 조합의 작품들을 만들었고 가격을 수치 예측해보았다. 이를 실제 작가의 작품의 가격과 가격의 변동 추이를 대조해 작가의 작품 판매 가격 평균치 이상인 작품의 특성을 확인할 수 있었다.

The Sutability of VR Artwork as an Immersive Learning Tool (몰입적 학습 도구로서의 VR 예술작품의 적합성)

  • Rhee, Boa;Kim, Jusub
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2016.01a
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    • pp.223-226
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    • 2016
  • 본 논문은 최근 출시된 반 고흐 VR 예술작품의 2D 및 3D 콘텐츠에 대한 경험을 분석했다. 두 가지의 콘텐츠에서 쾌락적 특성이 강하게 나타났으며, 원작의 재생산된 작품으로서가 아니라 새로운 창작물로 인지되었다. 콘텐츠의 일반적 특성과 마찬가지로, 몰입감의 경우에도 2D 보다는 3D 콘텐츠에 대한 평가가 더욱 긍정적으로 이루어졌으며, 두 가지의 콘텐츠에서 가장 높게 평가된 몰입감 요인은 주의집중력으로 제시되었다. 특히 3D 콘텐츠의 경우, 다감각적 촉진은 가상공간에서의 현존감(presence)과 관련된 육체적 움직임에 대한 역동성에 영향을 미쳤으며, 원작에 대한 현존감은 가상공간에서의 현존감과 몰입감으로 대체되었다. 3D 기반의 콘텐츠는 학습에 대한 내재적 동기부여를 비롯, 그룹 토의의 활성화, 예술작품 및 작가에 대한 관심 증가 등의 몰입형 학습 도구로서의 효용성이 유의미하게 나타났다. 비록 2D 및 3D 콘텐츠의 몰입학습을 위한 도구로서의 적합성이 예술작품에 대한 감상 및 해석도구로서의 적합성보다 높게 제시되기는 했지만, 예술작품의 진정성과 아우라라는 관점에서 보면 '회화적 동일성'은 존재했지만 콘텐츠의 재창조적 특성으로 인해 '미학적 동일성'은 보장되지 못했다. 이러한 현상은 VR 예술작품의 콘텐츠 제작 목적의 상이함 뿐만 아니라 기술적 정교함 및 예술적 전문성 결여에 기인한다.

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A Study on Eva Armisen's Artworks -Focused on Beauty of Universality, Deterritorialization of Art and Design- (에바 알머슨 작품 연구 -보편성의 미, 미술과 디자인의 탈경계를 중심으로-)

  • Byun, Trina Hyunjin
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.435-447
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    • 2016
  • In the 21st century, the phenomenon of interaction in between fine art and design has become more increasingly prevalent. In this paper, the author has analyzed the major works of Spanish artist Eva $Armis{\dot{e}}n$ on a cultural criticism perspective, and has proposed a framework for a deeper understating of the artworks, which reflected the characteristics of contemporary art and culture such as deterritorialization of art and design. As a result, it has been found that the main theme of her artworks is about preferred attitude of a human being in relationship with others, unlike daily lives or innocence of childhood which are well-known subjects to the public. Her main female character could have been formed by blending all of her aesthetic reason, and characteristics of this era and cultural elements. It means that the area where the public enjoys the sense of beauty have been extending from the area of the beautiful to the beauty of universality. It has been found that deterriorialization phenomena, which is a characteristic of post-modern art and design work to dismantle an existing order, the repression, appeared in her work. However, several research areas of her works such as relationship between text and image or formative elements or aphorism etc. still have remained to be solved.

Art Make-up Design Using Characteristics of Psychedelic Works (사이키델릭 작품의 특성을 활용한 아트 메이크업 디자인)

  • Choi, Su-Jin;Park, Li-La;Kang, Eun-Ju
    • Journal of Convergence for Information Technology
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    • v.12 no.2
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    • pp.206-212
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    • 2022
  • This study suggests art makeup design by utilizing the characteristics of psychedelic works. The study analyzed the concept of being psychedelic and art makeup based on precedent studies and publications, and classified the psychedelic characteristics as being those of mysterious, optical illusions, and playfulness. After selecting the work featuring the characteristics of being psychedelic, six works were created with this motif, by integrating the airbrush, the pictorial, and the object techniques of the art makeup expression techniques. As a result, it was demonstrated that the design that has utilized the characteristics of psychedelic works could be applicable to art makeup. Next, the confluence of art works and art makeup can serve as an approach to drawing creative designs. Thus, this study suggests a direction for extending the creativity and variety of art makeup design, and a continued development for art makeup design by further confluences with various areas is expected

A Study on characteristics and techniques of 20C Modernism ceramist Lucie Rie's works and activity. (20C모더니즘 기(器)의 도예가 루시 리(Lucie Rie)의 작품 특성과 제작 기법에 대한 연구)

  • Jeong, Hee-Jyun
    • Archives of design research
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    • v.20 no.3 s.71
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    • pp.179-190
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    • 2007
  • Lucie Rie as an individual ceramist in terms of contemporary meaning was influenced by early 20th century's academic education and the ideology of modern formative arts. Modernity in her ceramic works has had a dramatic exert on numerous potters. Also, she is highly required to be studied in the history of modern pottery as a potter who took the initiative of studio pottery by the individual artistic handicraft. This paper considered an analysis of characteristics and techniques of 20C Modernistic ceramist Lucie Rie's works and activities. The body of this research investigated classification by chronicles and stylistic characteristics of her activity in the background of early 20th century European Modernism which influenced her formative arts. In addition, this article attempted to build up more specific comprehension on Lucie Rie's works and production process through an analysis of her techniques and artistic know-how..

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A Study on the Expression Characteristic of Objects: Focusing on the Works of William Forsythe (윌리엄 포사이드(William Forsythe) 작품을 통해서 본 오브제(Object)의 활용과 표현 특성 연구)

  • KIM, TaeHee
    • Trans-
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    • v.2
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    • pp.161-190
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    • 2017
  • As times progress, creative change is achieved by attempts to embrace different needs. These attempts are expressed as the form of an Object which pulls down the barriers of genre between art. There is now in fact difficult to find a work that doesn't contain the characteristic of an Object. The necessity of this study is that it tries to approach an Object with a holistic perspective and understand it as a single system. It also tries to analyze the roles that an Object's characteristic and expression and the research ways they influence the dance work by contemplating the aesthetic discussion process of an Object in the art field. Also, by researching the characteristics of expression and how Objects stimulate a dance work, this study will take an important part in developing the dance works. Based on this necessity, this research choose the works of William Forsythe, (2006), (2009), (2009) which clearly depicts the expression characteristics of an Object. It is noted that the usage of an Object maximized creativity and brought expansion of expressions in a dance performance by using diverse mediums, body actions and even nonmaterial components without losing the essence of a dance. As a result, this usage of an Object provides theories that bring the enlargement of expression and suggests various ways to overcome the limits of other existing dance works.

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Interpretation Applied Dynamic Symmetry and Module for the Structure Analysis in Art-Work Space (해체적 작품공간의 구조 분석을 위한 다이내믹 시미트리와 모듈 개념의 적용 및 그 해석)

  • 신연호
    • Archives of design research
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    • v.13 no.3
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    • pp.221-234
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    • 2000
  • This thesis aims to study the space concept of the constructive mode in the work space of the postmodernism artists since 1970s. According to the changing view of the world artists, they are searching for the characteristics of having the parameter of formative organization on how they are related to the constructive system which represents the work styles. First, this study searches for the theoretical approaches of the constructive system and parameters that were studied by Le Corbusier - the module concept as the meaning of order system being used for the basic formative construction Second, when it is regarded as a formative construction in making art as the'principles of organization'(the law of living form), which was defined by Suzanne Langer in the formative theory as the organized structure shown in growth structure in mu and ecological system, the principles governing the module rules were arthmetically analysed art-work space through the dynamic symmetry of Jay Hambidge. Therefore, this study shows the principles working on the parameters for new formative organization as follows: First, the module in the work space should be designed and built from the dynamic symmetry. Second, the module should satisfy the human needs that it must be acceptable, efficient, flexible, which are the necessary and sufficient condition for the dynamic symmetry. Third, the dynamic symmetry which has the principle of Reciprocity and the principle of Complement as its primary construction principle has the common properties and the reciprocity in the construction of the work space and when it has the self similarity, it segments organically the total space without damaging the continuum.

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Multi-Modal Recommendation System for Web Novels (멀티 모달 딥러닝을 활용한 웹소설 추천 시스템)

  • Mi Ryeo Kim;Hyon Hee Kim
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.05a
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    • pp.552-554
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    • 2023
  • 웹소설 시장의 성장에 따라 웹소설 추천 시스템의 중요성이 높아지고 있다. 본 연구에서는 작품의 특성 및 선호도를 나타낼 수 있는 다양한 데이터를 활용하여 추천시스템을 구현하고 그 성능을 평가하여 표지 이미지와 작품 특성을 모두 고려한 멀티 모달 추천 시스템이 가장 효율적임을 보여주었다. 연구 결과, 단일 변수 추천에서는 작품 소개글과 표지 이미지 기반 추천이 가장 좋은 성능을 보였고, 멀티 모달 추천 시스템에서는 작품 소개글, 이미지, 키워드 순으로 성능에 좋은 영향을 끼치는 것으로 나타났다. 이번 연구 결과는 한국콘텐츠진흥원에서 조사한 웹소설 이용자 실태조사와는 조금 다른 결과를 보여주었다. 설문조사에서는 인기도를 웹소설 선택 시 가장 중요한 영향으로 봤으나, 본 연구에서는 작품 소개글이 가장 중요한 영향을 미친다는 결과가 나타났다. 이러한 연구 결과는 웹소설 추천 시스템의 개발과 운영에 있어서 중요한 참고 자료가 될 것으로 예상된다.

A Study on Application of the Aesthetic Characteristics of Psychedelia in Art Mask Design (사이키델릭의 미적특성을 응용한 아트마스크 디자인 연구)

  • Yoon, Hee
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.6
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    • pp.15-22
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    • 2021
  • This study is aimed at suggesting a direction for the development of sensuous and creative art mask design by making art masks rooted in the aesthetic characteristics of psychedelia. The conceptual definition and characteristics of psychedelia were identified on previous studies, specialized books and works of art. The characteristics of psychedelia based on theoretical research were limited to illusionism, abstraction, play, and dynamism, which are often used in researcher's work, and four research works were produced by combining them with art mask design. By trying to diversify works regardless of form or tradition, this study could make the infinite creation of art mask possible and transform that into a new modern beauty. In addition, by expressing internal meaning along with external characteristics in the design of works, it could bring the establishment of a new perception and value of art mask. In the future, it is hoped that this study will be used as basic data for follow-up research related to art mask design and be helpful in the development of art mask design.

Artificial Life Art : Research on Artificial Life Artworks of VIDA (인공생명 예술의 특성 : VIDA의 작품 분석을 중심으로)

  • Lim, Kyung-Ho;Yoon, Joon-Sung
    • The Journal of the Korea Contents Association
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    • v.11 no.1
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    • pp.193-201
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    • 2011
  • In this study, we consider the evolved interactivity at the Artificial Life Art beyond 'open interactivity' as 'closed relationship' between viewer/participant and artwork by immersive and interactive features of digital media art. In order to consider this evolved interactivity, we survey the theory of artificial life of which result of many studies like biology and computational science. And then we analysed characteristics related artistic context of artificial life at the autonomy and emergent behavior of artificial life. Especially, we research the artworks of interaction with ecologies and of living in outside(not in- silico) among the artworks of officially adopting an artificial life arts in 'VIDA : Art and Artificial Life International Awards'. And we are going to understand the relationship of emotional subjects between viewer/participant and artwork, and a step further to understand the diverse relationship of symbiosis and co-evolution of the technology and human.