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Fig 1.

Detailed flow of the research approach.

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Fig 2.

Process and methods for extracting initial product color schemes.

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Table 1.

PAD emotion scale with 12 pairs of opposite adjectives.

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Table 2.

10 adopted emotion characteristic references and their PAD coordinates.

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Fig 3.

10 dual- and 10 tri-color test cases applied to color-matching prototypes during Stage 1.

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Table 3.

Mean statistics from PAD scaling measurements of color-matching case samples during Stage 1.

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Table 4.

PAD-coordinated values and emotional characteristics closeness of color-matching prototypes.

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Fig 4.

Confirmed color-matching schemes for Stage 2.

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Table 5.

Mean statistics of PAD-coordinated emotional responses in Stage 2.

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Table 7.

Subjective visual preferences of Mean statistics & Normalized results in Stage 2.

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Table 6.

Results of fuzzy grey correlation analysis of color-matching schemes in Stage 2.

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Fig 5.

Subjective and objective prioritization of color-matching schemes in Stage 2.

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Fig 6.

Areas of interest (AOIs) for experimental samples.

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Fig 7.

Eye-tracking experimental procedure.

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Fig 8.

Attention heatmap results.

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Table 8.

Fixation duration statistics of color schemes.

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Fig 9.

Rendering of the product with the optimal color scheme.

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Fig 10.

Operational mechanism of the HKES model.

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Table 9.

Method-level comparison of representative Kansei Engineering paradigms.

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Fig 11.

Radar chart comparison of color scheme evaluation results obtained using different methods.

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