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September 10, 2025Journal Of Computer Networks Architecture and High Performance ComputingOpen Access

Systematic Literature Review: Predicted Color Output in UI/UX Design Using Machine Learning

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Authors

ANAgita NurfadillahRARoni Andarsyah

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Overview

Systematic literature review assesses color recommendation methods in UI/UX design, indicating machine learning approaches' effectiveness.

Key Points

  • Random Forest proves to be the most reliable model for color recommendation systems in UI design.
  • Common techniques identified include K-Means for color extraction and SVM, ANN for prediction.
  • Systematic Literature Review method involved planning, implementation, and reporting of relevant articles.
  • The study emphasizes the importance of data preprocessing and parameter tuning in machine learning applications.

Cite This Study

Nurfadillah et al. (2025) studied this question.

synapsesocial.com/papers/68c1b60d54b1d3bfb60eb1f1https://doi.org/10.47709/cnahpc.v7i3.6357
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