Identifying darwinian evolutionary dynamics of contemporary culture based on the life trajectory data of cultural products and memes = 문화콘텐츠와 밈의 생애 데이터 기반 현대문화의 다윈 진화 역학 분석

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The profound impact of Darwin's theory of evolution on biology has led to the acceptance of the theory in many complex systems that lie well beyond its original domain. Culture is one example that also exhibits key Darwinian evolutionary properties: Differential adoption of cultural variants (variation and selection), new entities imitating older ones (inheritance), and convergence toward the most suitable state (adaptation). In this work we present a framework for capturing the details of the evolutionary dynamics in cultural systems on the cultural product-level as interactors and the underlying replicators, "meme"-the cultural analog of the biological gene-level respectively. In the first part, we trace the cycle of prosperity-and-decline of a cultural product to find insights into influential and potent factors that determine its success. We propose quantitative parameters to characterize an on-chart life trajectory, and analyze a large-scale data set of songs from a major weekly Korean Pop chart. We find that a significant role is played by non-musical extrinsic factors, strongly indicative of the commodified nature of modern cultural products. In the second part, we analyze large-scale, comprehensive movie-meme association data to construct a timeline of the history of cinema via the evolution of genres and the rise and fall of prominent sub-genres. We also identify the impactful movies that were harbingers to popular memes that we may say correspond to the proverbial "Eve" of the human race, shining light on the process by which certain genres form and grow. Finally, we conclude the dissertation by measuring how the impact of movies correlates with the experts' and the public's assessment.
Advisors
Park, Juyongresearcher박주용researcher
Description
한국과학기술원 :문화기술대학원,
Publisher
한국과학기술원
Issue Date
2019
Identifier
325007
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 문화기술대학원, 2019.8,[vi,91 p. :]

Keywords

Cultural Evolution▼aDarwinian Evolution▼aMeme▼aData Science▼aComplex Networks; 문화 진화▼a다윈 진화▼a밈▼a데이터 과학▼a복잡계

URI
http://hdl.handle.net/10203/283453
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=887100&flag=dissertation
Appears in Collection
GCT-Theses_Ph.D.(박사논문)
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