Design and Implementation of a Raspberry Pi–Based Smart Mirror with Multimodal AI and IoT for Sustainable Outfit Decision Support

Authors

  • Apryadi Dwi Putra Tangalayuk Department of Informatics (Makassar City Campus), Ciputra University Makassar, 90224, Indonesia Author
  • Alvin Yuga Pramana Department of Informatics (Makassar City Campus), Ciputra University Makassar, 90224, Indonesia Author
  • Franklin Jaya Department of Informatics (Makassar City Campus), Ciputra University Makassar, 90224, Indonesia Author
  • Deny Wahyudi Asaloei Department of Informatics (Makassar City Campus), Ciputra University Makassar, 90224, Indonesia Author
  • Citra Suardi Department of Informatics (Makassar City Campus), Ciputra University Makassar, 90224, Indonesia Author
  • Kasmir Syariati Department of Informatics (Makassar City Campus), Ciputra University Makassar, 90224, Indonesia Author

DOI:

https://doi.org/10.51747/intro.v4i2.426

Keywords:

Smart mirror, AIoT, Multimodal, Fast Fashion, Machine Learning

Abstract

The implementation of User-Centered Design (UCD) in mobile application development has a significant impact on user satisfaction. Based on a review of 30 scholarly articles, UCD has been shown to enhance satisfaction through a deep understanding of user needs, iterative design based on user feedback, and improvements in both functionality and intuitive user interface design. The evaluation methods commonly used to measure usability within the UCD approach include usability testing, heuristic evaluation, surveys and questionnaires, A/B testing, application usage data analysis, and cognitive walkthroughs. The findings indicate that applications developed using UCD principles tend to achieve higher adoption rates, more positive user reviews, and better overall usability. Therefore, the application of UCD is strongly recommended as an effective strategy for achieving optimal user satisfaction in mobile application development.

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Published

2025-12-30

How to Cite

[1]
A. D. P. . Tangalayuk, A. Y. . Pramana, F. . Jaya, D. W. . Asaloei, C. . Suardi, and K. Syariati, “Design and Implementation of a Raspberry Pi–Based Smart Mirror with Multimodal AI and IoT for Sustainable Outfit Decision Support”, IJITE, vol. 4, no. 2, pp. 119–129, Dec. 2025, doi: 10.51747/intro.v4i2.426.