Study on the aesthetic evaluation method of applying symmetry analysis in industrial product styling design

[1] R.S. Atlason, Giacalone, D., & Parajuly, K. (2017). Product design in the circular economy: users’ perception of end-of-life scenarios for electrical and electronic appliances. Journal of Cleaner Production, 168, 1059-1069. Search in Google Scholar

[2] Bu, J., Zhao, E. Y., Li, K. J., & Li, J. M. (2022). Multilevel optimal distinctiveness: examining the impact of withinand between, rganization distinctiveness of product design on market performance. Strategic Management Journal, 43. Search in Google Scholar

[3] Bodendorf, F., & Franke, J. (2021). A machine learning approach to estimate product costs in the early product design phase: a use case from the automotive industry. Procedia CIRP, 100(4), 643-648. Search in Google Scholar

[4] Han, J., Jiang, P., & Childs, P. (2021). Metrics for measuring sustainable product design concepts. Energies, 14. Search in Google Scholar

[5] Desmedt, N., Iliopoulou, V., Lopez, C., & Grave, K. D. (2021). Active preference learning in product design decisions. Procedia CIRP, 100(2), 277-282. Search in Google Scholar

[6] Wang, H., Chen, K., Zheng, H., Zhang, G., & Yu, X. (2021). Knowledge transfer methods for expressing product design information and organization. Journal of Manufacturing Systems, 58, 1-15. Search in Google Scholar

[7] Hapuwatte, B. M., & Jawahir, I. S. (2021). Closed-loop sustainable product design for circular economy. Journal of Industrial Ecology, 25(6), 1430-1446. Search in Google Scholar

[8] Yan, G., Bi, R., Guo, Y., & Peng, W. (2020). Image aesthetic assessment based on latent semantic features. Information (Switzerland), 11(4), 223. Search in Google Scholar

[9] Uhlemann, J., Costa, R., & Charpentier, J. C. (2020). Product design and engineering — past, present, future trends in teaching, research and practices: academic and industry points of view. Current Opinion in Chemical Engineering, 27, 10-21. Search in Google Scholar

[10] Liu, F. (2020). Fast industrial product design method and its application based on 3d cad system. Computer-Aided Design and Applications, 18(S3), 118-128. Search in Google Scholar

[11] Taifouris, M., M Martín, A Martínez, & Esquejo, N. (2020). Challenges in the design of formulated products: multiscale process and product design. Current Opinion in Chemical Engineering, 27(36), 1-9. Search in Google Scholar

[12] Sun, D. (2017). Non-realistic shape modeling method to the product design based on graphic intelligence. Boletin Tecnico/technical Bulletin, 55(1), 183-192. Search in Google Scholar

[13] Zhang, F. (2022). Design and implementation of industrial design and transformation system based on artificial intelligence technology. Mathematical Problems in Engineering, 2022. Search in Google Scholar

[14] Abadi, A., Ben-Azza, H., & Sekkat, S. (2018). Improving integrated product design using swrl rules expression and ontology-based reasoning. Procedia Computer Science, 127, 416-425. Search in Google Scholar

[15] Zhou, P. (2019). Design and implementation of paper product industrial design management system under the framework of green lca theory. Paper Asia, 2(3), 166-171. Search in Google Scholar

[16] Krahe, C., Brunche, A., Jacob, A., Stricker, N., & Lanza, G. (2020). Deep learning for automated product design. Procedia CIRP, 91, 3-8. Search in Google Scholar

[17] Peng, H., Hu, J., Wang, H., Ren, H., & Li, J. (2021). Multiple visual feature integration based automatic aesthetics evaluation of robotic dance motions. Information (Switzerland), 12(3), 95. Search in Google Scholar

[18] Li, L., & Lu, J. (2019). Control on the consumer decision-making process in product design based on emotional experience integration-compromise effect bayesian network. International Journal of Electrical Engineering Education, 304. Search in Google Scholar

[19] Zhang, Y., Liu, X., Jia, J., & Luo, X. (2019). Knowledge representation framework combining case-based reasoning with knowledge graphs for product design. Computer-Aided Design and Applications, 17(4), 763-782. Search in Google Scholar

[20] Figueroa-Perez, J. F., Leyva-Lopez, J. C., Santillan, L. C., Contreras, E., & PJ Sánchez. (2019). The use of marketing decision support systems for new product design: a review. International Journal of Computational Intelligence Systems, 12(2), 761-774. Search in Google Scholar

[21] Karaawi, M., Zuwen, A., & Alkaraawi, A. (2019). Km embodied in it for capable product design. Human Systems Management, 38(2), 125-139. Search in Google Scholar

[22] Wang, Y., Wei, M., Su, J., Hu, H., & Wang, H. (2019). A multi-objective task reallocating method in complex product design process considering design changes. IEEE Access, PP(99), 1-1. Search in Google Scholar

[23] Jun, Peng, Wenqiang, Li, & Yan, et al. (2019). Innovative product design method for low-carbon footprint based on multi-layer carbon footprint information. Journal of Cleaner Production, 228, 729-745. Search in Google Scholar

[24] Wu, J. (2022). Evaluation model of product shape design scheme based on fuzzy genetic algorithm mining spatial association rules. Mathematical Problems in Engineering, 2022. Search in Google Scholar