Can designers take the driver’s seat? A new human-centered process to design with data and machine learning

IF 0.7 4区 社会学 0 HUMANITIES, MULTIDISCIPLINARY Fashion Practice-The Journal of Design Creative Process & the Fashion Industry Pub Date : 2023-12-21 DOI:10.1080/14606925.2023.2279835
Sara Colombo, Camilla Costa
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Abstract

Machine Learning (ML) is increasingly becoming a crucial asset across diverse industries. However, designers lack human-centered processes to envision and develop innovative solutions enabled by ML...
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设计师能否掌握主导权?利用数据和机器学习进行设计的以人为本的新流程
机器学习(ML)正日益成为各行各业的重要资产。然而,设计人员缺乏以人为本的流程,无法利用 ML 构想和开发创新解决方案...
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来源期刊
CiteScore
2.20
自引率
9.10%
发文量
14
期刊介绍: Fashion Practice fills this major gap by providing a much-needed forum for topics ranging from design theory to the impact of technology, economics and industry on fashion practice. Interdisciplinary and wide ranging, Fashion Practice addresses the entire business of fashion, including: innovation in fashion design and practice sustainability and ethics within the industry micro- and nano-technologies within the fashion context “smart” textiles and digital fashion materials, design, concepts and process fashion consumption and production from retail/e-tail to performance fashion new developments in fashion and clothing retail.
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