2022
DOI: 10.3390/su141912578
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Empirical Study on Design Trend of Taiwan (1960s–2020): The Evolution of Theme, Diversity and Sustainability

Abstract: With significance in improving and developing local design culture as well as in supplementing global design history, this essay describes a study on the past and a clear prediction of the future by exploring Taiwan’s design history from approximately the 1960s to 2020 based on the evolution of theme, diversity, and sustainability. In this research, the Python programming language is used to apply three algorithms of term frequency–inverse document frequency (TF-IDF), Simpson’s diversity index (SDI), and laten… Show more

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Cited by 3 publications
(2 citation statements)
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“…By weighting and blending the weights of different topics, a comprehensive measure of topic preference is obtained to represent the degree of preference for different topics among Trump's followers on Twitter. Huang et al [36] applied three algorithms, namely term frequency-inverse document frequency (TF-IDF), Simpson's diversity index (SDI), and Latent Dirichlet Allocation (LDA), to explore the design trends in Taiwanese design journals since the 1960s, of which the results reveal the current and future trends in the academic community, providing a reference for studying design histories in other regions of the world. Hao et al [37] proposed a user demand acquisition method based on patent data mining.…”
Section: Literature Review 21 Development and Academic Application Of...mentioning
confidence: 99%
“…By weighting and blending the weights of different topics, a comprehensive measure of topic preference is obtained to represent the degree of preference for different topics among Trump's followers on Twitter. Huang et al [36] applied three algorithms, namely term frequency-inverse document frequency (TF-IDF), Simpson's diversity index (SDI), and Latent Dirichlet Allocation (LDA), to explore the design trends in Taiwanese design journals since the 1960s, of which the results reveal the current and future trends in the academic community, providing a reference for studying design histories in other regions of the world. Hao et al [37] proposed a user demand acquisition method based on patent data mining.…”
Section: Literature Review 21 Development and Academic Application Of...mentioning
confidence: 99%
“…The results show that the model can integrate the principles of sustainability into service industries, and that it needs to be verified in future studies. In this Special Issue, we are happy to see contribution 10 make use of IT, by utilizing the Python program language to apply three algorithms to conduct text exploration based on the evolution of theme, diversity, and sustainability for design journals spanning the 1960s to 2020 [12]. The results show the following: in the 1960s-1980s, the evolution of design trends focused on evaluation strategies, technical practices, foreign cultures, digital design, multiculturalism, and design aesthetics, while in the 1990s it focused on emotional human factors, intelligent technology, and local culture.…”
Section: Contribution 1: Sustainable Development In Local Culture Ind...mentioning
confidence: 99%