2021
DOI: 10.1002/eng2.12483
|View full text |Cite
|
Sign up to set email alerts
|

Application of artificial bee colony algorithm and back propagation neural network in color evaluation of human–machine interaction interfaces

Abstract: People prefer an attractive human-machine interaction interface, and color is an important factor affecting attractiveness. Therefore, to evaluate the color of human-machine interaction interfaces, a back propagation neural network (BPNN) optimized by the artificial bee colony (ABC) algorithm was proposed to predict and evaluate the interface color. The process of determining the weights and thresholds of each layer of BPNN was transformed into the process of searching for the best honey source. Based on a com… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1

Citation Types

0
2
0

Year Published

2022
2022
2024
2024

Publication Types

Select...
2
1

Relationship

1
2

Authors

Journals

citations
Cited by 3 publications
(2 citation statements)
references
References 27 publications
0
2
0
Order By: Relevance
“…Therefore, information entropy can also be said to measure the degree of orderliness of a system ( Jia and Zhang, 2014 ). This study uses “entropy” to describe the orderliness of the product color area distribution, that is, whether the color area distribution conforms to symmetrical aesthetics ( Deng et al., 2021 ). Symmetry makes people feel stable and solemn.…”
Section: Quantification Of Color Aesthetics Of Cultural and Creative ...mentioning
confidence: 99%
“…Therefore, information entropy can also be said to measure the degree of orderliness of a system ( Jia and Zhang, 2014 ). This study uses “entropy” to describe the orderliness of the product color area distribution, that is, whether the color area distribution conforms to symmetrical aesthetics ( Deng et al., 2021 ). Symmetry makes people feel stable and solemn.…”
Section: Quantification Of Color Aesthetics Of Cultural and Creative ...mentioning
confidence: 99%
“…For content, current evaluations mainly focus on local elements like color, layout, and navigation [7]. Deng (2022) and Wan (2021) have, respectively, emphasized the importance of color and layout to user experience [8,9]. However, evaluations often neglect the consideration of the amount of information in the interface, and there is a lack of research on evaluating the influence of interface elements on decisionmaking [10,11].…”
Section: Introductionmentioning
confidence: 99%