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A Study on the Characteristics of AI Fashion based on Emotions -Focus on the User Experience-
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감성을 기반으로 하는 AI 패션 특성 연구 -사용자 중심(UX) 관점으로-

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Type
Academic journal
Author
김민선 (홍익대) 김진영 (홍익대)
Journal
한국패션비즈니스학회 패션 비즈니스 패션 비즈니스 제26권 제1호 KCI Accredited Journals
Published
2022.2
Pages
1 - 15 (15page)

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A Study on the Characteristics of AI Fashion based on Emotions -Focus on the User Experience-
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Abstract· Keywords

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Digital transformation has induced changes in human life patterns; consumption patterns are also changing to digitalization. Entering the era of industry 4.0 with the 4th industrial revolution, it is important to pay attention to a new paradigm in the fashion industry, the shift from developer-centered to user-centered in the era of the 3rd industrial revolution. The meaning of storing users' changing life and consumption patterns and analyzing stored big data are linked to consumer sentiment. It is more valuable to read emotions, then develop and distribute products based on them, rather than developer-centered processes that previously started in the fashion market. An AI(Artificial Intelligence) deep learning algorithm that analyzes user emotion big data from user experience(UX) to emotion and uses the analyzed data as a source has become possible. By combining AI technology, the fashion industry can develop various new products and technologies that meet the functional and emotional aspects required by consumers and expect a sustainable user experience structure. This study analyzes clear and useful user experience in the fashion industry to derive the characteristics of AI algorithms that combine emotions and technologies reflecting users' needs and proposes methods that can be used in the fashion industry. The purpose of the study is to utilize information analysis using big data and AI algorithms so that structures that can interact with users and developers can lead to a sustainable ecosystem. Ultimately, it is meaningful to identify the direction of the optimized fashion industry through user experienced emotional fashion technology algorithms.
#감정 AI 패션 #감성 컴퓨팅 #머신러닝 #딥러닝 #사용자 중심 #emotional AI fashion #affective computing #Machine Learning #Deep Learning #user experience

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References (28)

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AI fashion concept store google schola AI in retail. (2017). Vue. ai. Retrieved November 8, 2020, from google schola AI Machine Learning Classification & Flow / Slideshare google schola Cambridge Dictionary / Algorism google schola Alibaba for Guess Fashion AI google schola

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