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Designers can use encoding assignment problems to generate color-coding systems by determining optimal assignments between colors and concepts.
Here, we aim to understand the assignment inference process for interpreting mappings between colors and concepts, which we believe enables people to solve decoding assignment problems.
However, with no one-to-one mapping between colors and concepts, how can messages be most effectively and efficiently encoded in colors?
Lin et al. (2013) used this kind of approach to study how the association strength between colors and concepts influenced people's ability to interpret color-coding systems in bar graphs.
Yet, interpreting colors is complicated because there is no one-to-one correspondence between colors and concepts (Fig. 1a) in nature or the human-made world (Elliot & Maier, 2012; Humphrey, 1976; Lin, Fortuna, Kulkarni, Stone, & Heer, 2013; Setlur & Stone, 2016).
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How, then, do observers interpret reliable and meaningful signals from colors? Figure 1 Mappings between colors (squares) and concepts (circles) that are a one-to-one, b one-to-many, and c many-to-one.
Know the difference between colors and odors of vaginal discharge.
The relationship between color and reputation isn't always intuitive.
There was correlation between color and preferential habitat.
The film alternates between color and black and white sequences.
Select between color and grayscale.
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