Optimal Design of Product Culture Image Modeling Based on FNN Model and PSO Algorithms

Lin, Li; Zhao, Yanzhe

doi:10.1088/1757-899x/573/1/012025

Cited by 2 publications

(1 citation statement)

References 3 publications

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“…Despite the fact that emotional design theory is used to evaluate diverse product designs, there is a paucity of research on the level of cultural and creative products. Some contemporary studies on the assessment of cultural and creative products are emotional in the sense that they employ contextual experience to develop an evaluation system [6] [9], but they fail to answer the challenge of emotional design evaluation of cultural and creative products.…”

Section: Introductionmentioning

confidence: 99%

Design Evaluation of Campus Cultural and Creative Products based on Analytic Hierarchy Process Taking the design of Guangdong University of Finance and Economics as an example

Xie,

Chen,

2024

Proceedings of the 2nd International Conference on Art Design and Digital Technology, ADDT 2023, September 15–17, 2023, Xi’an,

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Programs for campus cultural and creative design and development nowadays have a poor post-evaluation link. This study builds an evaluation model for campus cultural and creative product creation and quantitatively assesses several programmes for product development in accordance with the features and specifications of the produced goods. First, based on the theory of emotional design, the evaluation index system of campus cultural and creative product development was created by using literature research and other methods, breaking down the development into a number of indicators to be evaluated, using the hierarchical analysis method (AHP) to determine the weight value of each indicator, and finally arriving at a comprehensive score and ranking of each development. The accuracy of the ranking results was confirmed by the sales data of three campus cultural and creative product design solutions in order to increase the validity of the fundamental assessments of various campus cultural and creative product development strategies, to realize the convergence of cultural and economic benefits of campus cultural and creative products, and to offer fresh perspectives for the design evaluation research of campus cultural and creative products. The research findings, however, are rather limited because campuses in various countries have some variations in the connotation of culture.

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Section: Introductionmentioning

confidence: 99%

Design Evaluation of Campus Cultural and Creative Products based on Analytic Hierarchy Process Taking the design of Guangdong University of Finance and Economics as an example

Xie,

Chen,

2024

Proceedings of the 2nd International Conference on Art Design and Digital Technology, ADDT 2023, September 15–17, 2023, Xi’an,

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Data-driven affective product design using complete three-dimensional surface data

Wang

Liu

Yang

2022

IFS

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As the main part of design display and evaluation, product three-dimensional (3D) form is the core object in affective product design. However, previous research has not yet addressed the development of technical models and method involving complete 3D surface data, and thus cannot guarantee the quality of affective product design. By using the techniques of triangular mesh model, spherical harmonic and conditional variational auto-encoder, this paper proposes a data-driven affective product design method composed of several technical models using complete 3D surface data. These models include: mathematical model for quantifying 3D form, recognition model for recognizing customer’s affective responses, and generative model for generating new 3D forms. For affective product design, the mathematical model achieves the acquisition and processing of complete 3D surface data, the recognition model improves the objectivity and accuracy of recognition by integrating the 3D form data into the calculation process of emotion recognition, and the generative model realizes the automatic generation of new 3D forms in response to emotional data based on the recognition results. Each model provides technical support for realizing the acquisition, processing and generation of complete 3D surface data of product form, and ensures the systematic and completeness of the proposed method for the affective product design involving 3D form innovation. The feasibility of the method is verified by an example of car design, and the results show that it is an effective affective product design method involving 3D form innovation.

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Optimal Design of Product Culture Image Modeling Based on FNN Model and PSO Algorithms

Cited by 2 publications

References 3 publications

Design Evaluation of Campus Cultural and Creative Products based on Analytic Hierarchy Process Taking the design of Guangdong University of Finance and Economics as an example

Design Evaluation of Campus Cultural and Creative Products based on Analytic Hierarchy Process Taking the design of Guangdong University of Finance and Economics as an example

Data-driven affective product design using complete three-dimensional surface data

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