Research on an intelligent fan cultural sustainability design method based on CPO-CNN-LSSVM
Kai Cheng, Nataliia Vladyslavivna Skliarenko · 2025
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Description
Cheng and Skliarenko design a method for building smart home fans that carry Miao ethnic culture while staying useful. Mixing heritage design with product function is a known hard problem. Their 2025 study stacks three tools to turn user feelings and cultural style into concrete design choices.
A fuzzy ranking method first weighs user emotional needs and Miao style elements. A second fuzzy method turns those needs into key design features. A hybrid learning model, tuned by an optimizer named for the crested porcupine, then predicts the best design options. The authors say the path finds features that feel right to users and hold cultural value at once.
Catalog record
| CREATOR | Kai Cheng, Nataliia Vladyslavivna Skliarenko |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 111 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |