Naïve Bayesian network for automated, fashion personal stylist

N. Strain, J.I. Olszewska*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Abstract

Fashion is an area that people experience every day. Fashion can be seen as homogenizing, since encouraging everyone to dress in a certain way that is influenced, e.g. by celebrities and social media. However, nowadays, fashion is also a search for individuality and personal expression. Hence, this work is about the development of an intelligent web application to help people by providing them with clothing suggestions based on their previous garment selections at the registration stage and after determining each user’s individual style thanks to machine learning techniques such as Naive Bayesian Networks. The resulting intelligent system has been thoroughly tested on real-world datasets as well as successfully released to end-users.
Original languageEnglish
Title of host publicationProceedings of the International Conference on Agents and Artificial Intelligence
EditorsAna Rocha, Luc Steels, Jaap van den Herik
Place of PublicationSetúbal
PublisherSciTePress
Pages814-821
Number of pages8
Volume2
ISBN (Electronic)9789897583957
DOIs
Publication statusPublished - 22 Feb 2020
Event12th International Conference on Agents and Artificial Intelligence - Grand Hotel Excelsior, Valletta, Malta
Duration: 22 Feb 202024 Feb 2020
http://www.icaart.org/Home.aspx

Publication series

NameICAART
PublisherSCITEPRESS
ISSN (Electronic)2184-433X

Conference

Conference12th International Conference on Agents and Artificial Intelligence
Abbreviated titleICAART 2020
CountryMalta
CityValletta
Period22/02/2024/02/20
Internet address

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Keywords

  • Intelligent systems
  • Agent-oriented software engineering
  • Expert system
  • Machine learning
  • Bayesian networks
  • Knowledge-based system
  • Web intelligence
  • Data mining
  • Industrial applications of AI

Cite this

Strain, N., & Olszewska, J. I. (2020). Naïve Bayesian network for automated, fashion personal stylist. In A. Rocha, L. Steels, & J. van den Herik (Eds.), Proceedings of the International Conference on Agents and Artificial Intelligence (Vol. 2, pp. 814-821). (ICAART). SciTePress. https://doi.org/10.5220/0009123808140821