Applied Mathematics and Nonlinear Sciences
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Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 8, Issue 2


Published
on

November 6, 2023


Pages


DOI

Article

Analysis of the influence of environmental design teaching on students’ aesthetic level based on principal component analysis model

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Authors

Zhuo Wei Affiliation:
School of Architecture and Art, Shijiazhuang Tiedao University, Shijiazhuang, Hebei, 050043, China.
and Ningning Xie Affiliation:
School of Architecture and Art, Shijiazhuang Tiedao University, Shijiazhuang, Hebei, 050043, China.


Abstract

This paper first analyzes the development trend of environmental design education from two aspects of environmental design’s diversified beginnings and aesthetic foundation and creates a conceptual idea of environmental design teaching system design. The second step is to construct an environmental design teaching index evaluation system, then pre-process the evaluation data and construct the environmental design teaching evaluation model using principal component analysis. Finally, the principal component analysis is conducted by example to evaluate the index weights and the index evaluation. The structure showed that the aesthetic analysis and aesthetic enhancement ratings were 3.56 and 3.33 before environmental design teaching and 8.1 and 8.6 after environmental design teaching. When taken together, environmental design instruction improves students’ aesthetic level.


Keywords

Diversity, Aesthetic basis, Environmental design, Principal component analysis, Indicator weights, 65D17


Citation

Wei, Z. & Xie, N. (2023). Analysis of the influence of environmental design teaching on students’ aesthetic level based on principal component analysis model. Applied Mathematics and Nonlinear Sciences, 8(2). https://doi.org/10.2478/amns.2023.2.00992
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