2023
DOI: 10.20944/preprints202310.0247.v1
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Scents of AI: Harnessing Graph Neural Networks to Craft Fragrances Based on Consumer Feedback

Bruno de Carvalho Leite Rodrigues,
Vinicius Viena Santana,
Luana de Pinho Queiroz
et al.

Abstract: In this research, we present a comprehensive methodology to categorize perfumes based on their fragrance profiles and subsequently aid in creating innovative odoriferous molecules using advanced neural networks. Drawing from data on Parfumo and the Good Scents Company webpage (Parfumo, 2008; The Good Scents Company, 2021), the study employs sophisticated web scraping techniques to gather diverse perfume attributes. Following this, a k-means algorithm is applied for perfume clustering, paving the way for recomm… Show more

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