• Title/Summary/Keyword: genre analysis

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Emotion Transition Model based Music Classification Scheme for Music Recommendation (음악 추천을 위한 감정 전이 모델 기반의 음악 분류 기법)

  • Han, Byeong-Jun;Hwang, Een-Jun
    • Journal of IKEEE
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    • v.13 no.2
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    • pp.159-166
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    • 2009
  • So far, many researches have been done to retrieve music information using static classification descriptors such as genre and mood. Since static classification descriptors are based on diverse content-based musical features, they are effective in retrieving similar music in terms of such features. However, human emotion or mood transition triggered by music enables more effective and sophisticated query in music retrieval. So far, few works have been done to evaluate the effect of human mood transition by music. Using formal representation of such mood transitions, we can provide personalized service more effectively in the new applications such as music recommendation. In this paper, we first propose our Emotion State Transition Model (ESTM) for describing human mood transition by music and then describe a music classification and recommendation scheme based on the ESTM. In the experiment, diverse content-based features were extracted from music clips, dimensionally reduced by NMF (Non-negative Matrix Factorization, and classified by SVM (Support Vector Machine). In the performance analysis, we achieved average accuracy 67.54% and maximum accuracy 87.78%.

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Michel Foucault and Modern Architecture(I) - Words and Things, Words and Architecture - (미셸 푸코와 건축의 근대성(I): - 말과 사물, 말과 건축 -)

  • Pai, Hyung-Min
    • Journal of architectural history
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    • v.7 no.3 s.16
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    • pp.87-105
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    • 1998
  • Surveying the literature of architecture since the nineteenth century, one can identify two dominant but problematic attitudes, among several, that pursue the task of defining what modern architecture is and should be. The first is the search for meaning and the second is the pursuit of form. This study, following Michel Foucault, asserts that the dual formation of meaning and form is a historical product of modernity and belies architecture's uncritical dependence on language since the nineteenth century. This study is a critique and historical analysis of this pernicious reliance, and constitutes a first step towards thinking of alternative relations between 'words and architecture' in the modern world. In reconstructing this problematic, the paper has called on Foucault's seminal The Order of Things. The study follows his construction of the Renaissance, the Classical and the Modern episteme, and in brief fashion, reconstructs the relation between language and architecture in each episteme. In analysing the Modern, the study focuses on Hegel's Lectures on Aesthetics. Hegel placed architecture in a genre hierarchy within which architecture, because of its material basis, was fundamentally limited in its ability to express the Spirit. For Hegel it was, among the arts, poetic language, and beyond art, the language of philosophy, through which the Absolute Spirit could be atttained. Much of post-nineteenth century architecture has remained within the shadow of Hegel, where architecture's materiality is perceived to be a burden, and in order to secure its relevance in modern society, architecture was deemed to pursue the role of language. As the most recent and sophisticated example of architecture's pursuit of form, the paper analyses the work of Peter Eisenman. Though Eisenman's theoretical writings are replete with post-Hegelian rhetoric, his architecture remains dependent upon the model of language, albeit a structuralist one. The paper concludes that ultimately, the pursuit of meaning and form is unable to face the crucial issue of value in modernity. While the former decides to easily what it is, the latter evades the issue itself. The second installment of this ongoing study will pursue a third possibility alluded to by Foucault, where language remains silent, pointing only to its 'ponderous' material existence.

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Analysis on Pataphysics of the Metamorphosis in Film 'X-Men' (영화 '엑스맨(X-Men)'의 변신모티브에 나타난 파타피직스 분석)

  • Chang, Seyoung;Chung, Jeanhun
    • Journal of Digital Convergence
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    • v.14 no.10
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    • pp.407-414
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    • 2016
  • The movie, X-men, develops the narrative with metamorphosis as the main motif making visual effects of characters and background. The objective of this study is to suggest that the metamorphosis motif can be materialized based on the virtuality of "pataphysics" as one of the genre characteristics of superhero movies and the newly materialized virtuality can be aesthetic characteristics of metamorphosis motif movies. With the virtuality that has its own characteristics with metaphorical symbols such as satire on an absurd society out of existing traditions, pataphysics started in mid-twentieth century and has had an impact on art movements of dadaism, surrealism, pop art, and postmodernism. Analyzing the characteristics of pataphysics which were shown in these artworks, we applied it to metamorphosis scenes of the movie. As a result, we found out that it visualized the shape and aspect of inner and outer strength of a superhero with aesthetic characteristics of metamorphosis scenes and it realized the presence, hybridity, and ex-formal properties of pataphysics consisting of overlapped virtual and physical reality, with technical virtuality.

A Study on the Relational Structure of Experimental Thinking and Collective Intelligence in Convergent Performing Art: Focusing on Analyzing ⟪God's Eye View⟫ (춤-연극⟪시선(God's Eye View)⟫분석을 통한 융복합 공연예술의 실험적 사고와 집단지성의 관계구조 연구)

  • Park, So-Hyun;Ahn, Byoung-Soon
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.470-476
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    • 2016
  • Recently performing arts pursue a new rootage of the collective intelligence that seeks experimental thinking and diversity in creative convergence. Understanding in this way the concept of artist's horizontal creation structure and individual communication of the public, this study tries to analyze ${\ll}God's\;Eye\;View{\gg}$, an example of convergent performing art. The result of analysis is as follows. The convergence in performing art could be approached through experiential thinking and diachronic of artists by genre, and the interpretation and its value of the result of work be shared horizontally. ${\ll}God's\;Eye\;View{\gg}$ express a dynamic communication and meaning of poetic image, and shows the experimental creation of convergence and the individual communication ability of collective intelligence as a new value of convergence.

A Study on Abstract Synesthesia for Visual Music (비쥬얼 뮤직에 나타난 추상적 공감각에 관한 연구)

  • Kim, Ho
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.484-492
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    • 2016
  • Role of music in an image can be divided into a supplementary function to express narrative of image and an independent function to become the subject of music and to lead the image. To perceive sound through hearing and then, to make it visualized is called visual music. Since the 19th century, image synchronization of music through colored hearing has been continuously attempted by artists in their works. Also in the 20th century, many artists could attempt time-wise concept of movement passing the bounds of three-dimensional expression due to development of cinema. In such a process, artists with strong experimental spirits inferred correlation between sound and image and then, pioneered new genre of visual music. As a result, the times are being changed from those of listening to those of watching, and various works are being produced by experimental attempt of various music and images. This thesis aims to investigate aesthetic characteristics of modern visual music and then, to conduct comparative analysis on how visual music using colors are utilized in diversified fields such as movie, animation, music video and media art.

Analysis of differences in satisfaction of exhibition space according to characteristics of artists using marketing mix 7P (마케팅믹스 7P를 이용한 미술작가의 특성에 따른 전시공간 만족도 차이 분석)

  • Han, Soo-Min
    • Journal of the Korea Convergence Society
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    • v.11 no.8
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    • pp.123-129
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    • 2020
  • Since the artist considers the space to display the work, the artist evaluates the exhibition space after using the exhibition space. Since this can be different depending on age, career, and genre, this study analyzed the difference in exhibition hall satisfaction according to the characteristics of artists using Marketing Mix 7P. The results of the study are summarized as follows. First, the product satisfaction of 20's and oriental painting artists was high. Second, the environment satisfaction of oriental artists with 5-10 years of experience and 40 years of age was high. Third, the promotion satisfaction of more than 21 years of career and 50's was high. Fourth, the exhibition manager satisfaction of with 20's and oriental painting artists was high. the process satisfaction of 5-10 years of experience and 40 years of age and other was high.

Analysis of performances of Korean Female Directors in the Thriller Genre Focusing on the Cases, "Helpless" and "Perfect Number" (스릴러 장르를 중심으로 살펴본 한국영화 여성 감독의 성과 분석 -<화차>와 <용의자X>를 중심으로)

  • Kim, Suna
    • The Journal of the Korea Contents Association
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    • v.14 no.1
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    • pp.76-87
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    • 2014
  • Until 2000, there were only eight female directors in Korean film history; however, the number of female directors has increased with the number of new movies made and the entrance of new directors. In 2007, there were about seven new female directors and in 2009, there were released 13 movies directed by female. Even though the number of new movies and new entrants of female directors has augmented, the percentage of movies directed by female directors is about 5% of released Korean movies during the past ten years. Moreover, those female directors who enter the Korean film industry are mostly concentrated in low budget independent films. Yet, female directors have been continuously searching and challenging in order to find a way to communicate with general populations. As a result, recently female directors have been noticed in thriller films. This report will analyze how the thriller films directed by female directors have evolved since 2000 based on the status of female directors in commercial films. The report will analyze two thriller films "Helpless" and "Perfect Number", released in 2012.

The Expression of Fantastic Body in Fashion Illustration (패션 일러스트레이션에 나타난 판타스틱 신체의 표현 분석)

  • Choi, Jung-Hwa
    • Fashion & Textile Research Journal
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    • v.11 no.6
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    • pp.867-877
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    • 2009
  • These days, the fantastic in opposition to classic beauty becomes a genre of creative body expression. The purpose of this study was to analyze the expressive characteristics of body types and meanings in recent fantastic fashion illustration. The method of this study was to analyze recent documentaries, fashion books, internet web site and so forth. The results were as follows: In literatures, pictures and movies, the category of the fantastic body's expressive types were classified as dominant mutant based on SF, multi body or fragment body by disruption, heterogeneous compound based on myth, personified humanoid and non substance in supernatural boundary. The dominant mutant based on SF was expressed image morphing, composition of machine image with body and modern metamorphosis of classic SF body. It means propensity to post-feminism and reservation of meaning analysis based on human unconsciousness. The multi body or fragment body by disruption in fashion illustration was expressed distorted composition of same body pictures, replacement of different bodies, deconstruction and partial omission of body and composition of meaning or non meaning images. It means permanence of self and basic narcissism. The heterogeneous compound based on myth was expressed general composition or optical illusion of various and aggressive animal motive. It means reinterpretation of original myth, metaphor of basic femme fatale, pursuit of permanence and sign of primitive mind in unconsciousness. The personified humanoid was expressed real human body description of mannequin or ball joint doll and anthropomorphism of robot image. It means representative satisfaction and nostalgia of childhood. The non substance in supernatural boundary was expressed grotesque description of ghost, zombie, vampire, angel, fairy, using of symbolic red, black color and non body. It means human's basic desire about immortality and taboo. Through the result of these study, the expression of fantastic body in fashion illustration will expend expressive method and we will understand human and cultural codes of today.

A Study on the Trend Analysis St Environment of Motion Graphic. -Focused on Historical Backgrounds of Motion Graphic Appearance- (모션그래픽의 환경과 경향분석에 관한 연구 -모션그래픽 출현의 역사적 배경을 중심으로 -)

  • Kim, Jae-Myoung
    • Archives of design research
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    • v.18 no.2 s.60
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    • pp.5-14
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    • 2005
  • Graphic Design is being developed as a unique genre and widely applied to movie, TV broadcasting, music video, computer an, web design, animation, and game. Some university added motion graphics in their curriculum recently. However Motion Graphic has not been defined clearly and pedagogy of motion graphics was not studied enough. Motion Graphic is not merely moving picture. Its typical purpose and concept are evolving because of the diversified application. Meta-synthesis between media and hybrid development based on diverse approach and composite presentational methods are also changing Motion Graphic. Various technology such as photograph, analytical engine, hypermedia, multimedia, digital composite picture, network and interface should be studied to understand Motion Graphic. This study reviews the historic background of Motion Graphic mainly related to its advent. A fundamental definition of Motion Graphic including the space and time is suggested and the international trend is introduced. Future Motion Graphic and possible development was also predicted.

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Representative Melodies Retrieval using Waveform and FFT Analysis of Audio (오디오의 파형과 FFT 분석을 이용한 대표 선율 검색)

  • Chung, Myoung-Bum;Ko, Il-Ju
    • Journal of KIISE:Software and Applications
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    • v.34 no.12
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    • pp.1037-1044
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    • 2007
  • Recently, we extract the representative melody of the music and index the music to reduce searching time at the content-based music retrieval system. The existing study has used MIDI data to extract a representative melody but it has a weak point that can use only MIDI data. Therefore, this paper proposes a representative melody retrieval method that can be use at all audio file format and uses digital signal processing. First, we use Fast Fourier Transform (FFT) and find the tempo and node for the representative melody retrieval. And we measure the frequency of high value that appears from PCM Data of each node. The point which the high value is gathering most is the starting point of a representative melody and an eight node from the starting point is a representative melody section of the audio data. To verity the performance of the method, we chose a thousand of the song and did the experiment to extract a representative melody from the song. In result, the accuracy of the extractive representative melody was 79.5% among the 737 songs which was found tempo.