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Abstract

This study, in response to the urgent need for modernization transformation of the teaching system of environmental art design in China, innovatively constructs a research framework that deeply integrates theory and practice. Based on systematic literature analysis, a teaching reform path centered on interdisciplinary integration was established. A breakthrough was made by introducing a deep belief network to construct an intelligent teaching quality assessment system, and a multi-level feature extraction architecture was adopted to achieve in-depth mining and intelligent analysis of teaching data. Experimental verification shows that this model significantly improves the evaluation efficiency and objectivity while maintaining the professionalism of expert assessment. The “foundation consolidation-ability advancement-Innovative practice” gradient curriculum system reconstruction plan proposed in the research has formed a replicable professional construction model, providing important theoretical support and practical guidance for the innovative development of design education in the new era, and effectively promoting the transformation and upgrading of traditional EAD majors towards digitalization and intelligence.

Keywords

environmental art design curriculum design deep network DBN model

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References

Inwood

Taylor

. Creative approaches to environmental learning: two perspectives on teaching environmental art education. Int Electron J Environ Educ 2012; 2(1): 1–11.

Ulbricht

. Changing concepts of environmental art education: toward a broader definition. Art Educ 1998; 51(6): 22–34.

Rosenthal

. Teaching systems thinking and practice through environmental art. Ethics Environ 2003; 8(1): 153–168.

Liu

. Scene classification in the environmental art design by using the lightweight deep learning model under the background of big data. Comput Intell Neurosci 2022; 2022: 9066648.

Schweitzer

Gilpin

Frampton

. Healing spaces: elements of environmental design that make an impact on health. J Alternative Compl Med 2004; 10(1): S71–83.

Iyendo

Uwajeh

Ikenna

. The therapeutic impacts of environmental design interventions on wellness in clinical settings: a narrative review. Compl Ther Clin Pract 2016; 24: 174–188.

Brawley

. Environmental design for Alzheimer’s disease: a quality of life issue. Aging Ment Health 2001; 5(1): 79–83.

Steiner

Simmons

Gallagher

, et al. The ecological imperative for environmental design and planning. Front Ecol Environ 2013; 11(7): 355–361.

Bitgood

Loomis

. Environmental design and evaluation in museums. Environ Behav 1993; 25(6): 683–697.

10.

Zadeh

Eshelman

Setla

, et al. Environmental design for end-of-life care: an integrative review on improving the quality of life and managing symptoms for patients in institutional settings. J Pain Symptom Manag 2018; 55(3): 1018–1034.

11.

Shi

. Analysis of environmental art design in urban planning. Urban Architect Space 2022; 29(5): 187–189.

12.

Yang

. Application of ecological concept in environmental art design. Contemp Hort 2022; 45(12): 162–163,166,169.

13.

Wang

. Application of color in indoor environment art design. Urban Architect Space 2022; 29(5): 94–96.

14.

Sun

. Teaching exploration of computer aided environment art design course. China New Telecom 2021; 23(18): 186–187.

15.

Wang

. Teaching reform and teaching system construction of environmental art design course. J Jiangsu Univ Technol 2017; 23(2): 118–121.

16.

Shen

. Exploration on the transformation of teaching achievements in the course of environmental art design based on workshop. J Beijing Inst Graphic Comm 2020; 28(z2): 152–155.

17.

Wang

. Exploration on structure of environmental art design course. Value Eng 2013; 32(13): 236–238.

18.

. Research on the construction of environmental art design course system in university of transportation. J Changchun Educ Inst 2013; 29(16): 104–105.

19.

Cai

. Construction of environmental art design course mode in higher vocational colleges under the “Double Certificate” system. Arts Explor 2009; 23(4): 79–80.

20.

. Teaching reform of environmental art and design aided by computer. J Nanyang Inst Technol 2009; 1(2): 126–128.

21.

. A study on the transformation of teaching results of environmental art design course based on workshops. Theory Pract Innov Entrep 2018; 1(10): 36–37.

22.

Zhao

. An analysis on the teaching reform of environmental art design course. J Urumqi Vocat Univ 2006; 15(4): 115–116,104.

23.

Tong

. Under the studio system, discussion of teaching mode of college environmental art design course: a case study of the architectural and environmental design studio of China University of Mining and Technology. J Neijiang Norm Univ 2018; 33(8): 94–98.

Curriculum design method for environmental art design specialty based on deep network model

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