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基于深度学习与人工智能技术的文旅融合中旅游演艺产业化社会效益探究

Exploration of Social Benefits for Tourism Performing Arts Industrialization in Culture-Tourism Integration Based on Deep Learning and Artificial Intelligence Technology.

作者信息

Zhang Ruizhi

机构信息

School of Arts, Hunan City University, Yiyang, China.

出版信息

Front Psychol. 2021 Feb 16;12:592925. doi: 10.3389/fpsyg.2021.592925. eCollection 2021.

DOI:10.3389/fpsyg.2021.592925
PMID:33664692
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7921744/
Abstract

As a product of the tourism performing arts industry in culture-tourism integration development, to develop a featured culture-tourism town is a new trend for tourism development in the new era. To analyze the social benefit of the culture-tourism industry, in this study, an artificial intelligence model for social benefit evaluation is constructed based on backpropagation (BP) neural network and fuzzy comprehensive analysis, with Yiyang Town taken as an example. The criterion layer in the model includes three indexes (life benefit G1, environmental benefit G2, and economic benefit G3), and the index layer contains 11 indexes (H1-H11). The weight values of cultural inheritance and protection, ecological environment improvement, and commercial economy development to the social benefit of the town are 0.522, 0.570, and 0.424, respectively. For G1, 41.20% is excellent; for G2, 39.5% is excellent; and for G3, 40.5% is good. In general, 30.76% of the total social benefit is excellent, with 37.69% being good, 21.48% being qualified, and 10.07% being unqualified. It is inferred that the total social benefit level of Yiyang Town is good according to the constructed model. Therefore, the culture inheritance and protection, the ecological environment improvement, and the commercial economy development are the key evaluation factors of social benefit.

摘要

作为文旅融合发展中旅游演艺产业的产物,打造特色文旅小镇是新时代旅游业发展的新趋势。为分析文旅产业的社会效益,本研究以益阳镇为例,构建了基于反向传播(BP)神经网络和模糊综合分析的社会效益评价人工智能模型。模型中的准则层包括三个指标(生活效益G1、环境效益G2和经济效益G3),指标层包含11个指标(H1-H11)。文化传承与保护、生态环境改善、商业经济发展对该镇社会效益的权重值分别为0.522、0.570和0.424。对于G1,41.20%为优秀;对于G2,39.5%为优秀;对于G3,40.5%为良好。总体而言,社会效益总量的30.76%为优秀,37.69%为良好,21.48%为合格,10.07%为不合格。根据构建的模型推断,益阳镇的社会效益总体水平为良好。因此,文化传承与保护、生态环境改善、商业经济发展是社会效益的关键评价因素。

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