Optimization Design of Product Form Driven by Image Cognitive Friction Article Swipe
Jinyan Ouyang
,
Lingwan Huang
,
Rui Zhang
,
Jian Ma
,
Jianning Su
,
Shutao Zhang
,
Aimin Zhou
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1109/access.2023.3329810
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1109/access.2023.3329810
To balance the image cognitive friction of users and designers regarding product form, based on noncooperative game theory, a product form optimization design method was proposed to generate product forms that meet the common expectations of users and designers. First, the semantic difference method was used to construct the image cognitive spaces of users and designers. Second, based on the theory of computational aesthetics, production rules were used to structurally describe the aesthetic knowledge of product form; the aesthetic index values of product form were calculated; and two gray-box image evaluation models of design features, aesthetic indexes, and images were established with the method of quadratic polynomial stepwise regression. Finally, using the image cognitions of users and designers as game participants and the two image evaluation models as profit functions, a noncooperative game model was established, and a quantum genetic algorithm was used to obtain the Nash equilibrium solution of the model to achieve the optimal design of the product form. Taking the optimal design of a sphygmomanometer as an example, the rationality and effectiveness of the method are verified.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1109/access.2023.3329810
- https://ieeexplore.ieee.org/ielx7/6287639/6514899/10305570.pdf
- OA Status
- gold
- Cited By
- 2
- References
- 37
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4388240317
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4388240317Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1109/access.2023.3329810Digital Object Identifier
- Title
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Optimization Design of Product Form Driven by Image Cognitive FrictionWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2023Year of publication
- Publication date
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2023-01-01Full publication date if available
- Authors
-
Jinyan Ouyang, Lingwan Huang, Rui Zhang, Jian Ma, Jianning Su, Shutao Zhang, Aimin ZhouList of authors in order
- Landing page
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https://doi.org/10.1109/access.2023.3329810Publisher landing page
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https://ieeexplore.ieee.org/ielx7/6287639/6514899/10305570.pdfDirect link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://ieeexplore.ieee.org/ielx7/6287639/6514899/10305570.pdfDirect OA link when available
- Concepts
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Computer science, Product design, Image (mathematics), Product (mathematics), Computer vision, Mathematics, GeometryTop concepts (fields/topics) attached by OpenAlex
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2Total citation count in OpenAlex
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2024: 2Per-year citation counts (last 5 years)
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37Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W3011496196, https://openalex.org/W3189312833, https://openalex.org/W2893331736, https://openalex.org/W3201923483, https://openalex.org/W2587761294, https://openalex.org/W2774484487, https://openalex.org/W2810462317, https://openalex.org/W2514086399, https://openalex.org/W3006428966, https://openalex.org/W3207513720, https://openalex.org/W3001215328, https://openalex.org/W2765136386, https://openalex.org/W2040146871, https://openalex.org/W3135096722, https://openalex.org/W2768360423, https://openalex.org/W3065678270, https://openalex.org/W2073783071, https://openalex.org/W2912642683, https://openalex.org/W3136761434, https://openalex.org/W3108604960, https://openalex.org/W3115097540, https://openalex.org/W3194581148, https://openalex.org/W4223472423, https://openalex.org/W6762956175, https://openalex.org/W2743742045, https://openalex.org/W3140984849, https://openalex.org/W4233509775, https://openalex.org/W3121223041, https://openalex.org/W3194464084, https://openalex.org/W4308215145, https://openalex.org/W3108498800, https://openalex.org/W3164459664, https://openalex.org/W2472247971, https://openalex.org/W2733629929, https://openalex.org/W3011927851, https://openalex.org/W2948350736, https://openalex.org/W1753385428 |
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