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基于网络用户评价数据+的旅游风景道路网布局研究

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为充分考虑游客的实际出行需求并提高旅游风景道路网布局的合理性,该文基于网络用户评价数据和旅游服务质量等级数据,提出一种旅游风景道路网布局方法,即通过K-means++和随机森林算法对旅游节点各指标进行客观赋权,计算节点重要度及节点间的路线重要度,并结合现状路网条件,制定区域性"快进+慢游"的旅游风景道路网布局方案.以G228福建段沿线区域为例,对旅游风景道路网布局方法的合理性进行验证,结果表明:该方法可有效划分旅游节点层次并优化区域性旅游风景道路网布局方案,最终构建出G228福建段沿线区域"两级四类"的区域性旅游风景道路网布局方案.研究结果对区域性旅游风景道路网的构建及旅游资源开发具有借鉴意义.
Layout of Tourist Scenic Road Network Based on Network User Evaluation Data+
In order to fully consider the actual travel needs of tourists and improve the rationality of the layout of tourist scenic road network,this paper proposes a layout method of tourist scenic road network based on network user evaluation data and tourism service quality level data.This method uses K-means++and random forest algorithm to objectively weight each index of tourism nodes,calculates the importance of nodes and the importance of routes between nodes,and combines the current road network conditions to formulate a tourist scenic road network layout scheme of regional"fast-forward+slow-tour".Taking the area along the Fujian section of G228 as an example,the rationality of the layout method of tourist scenic road network is veri-fied.The results show that the proposed method can effectively divide the levels of tourism nodes and optimize the layout scheme of regional tourist scenic road network.A regional tourist scenic road layout scheme of"two levels and four categories"is finally constructed for the area along the Fujian section of G228.The research results have important reference significance for the construction of regional tourist scenic road network and the development of tourism resources.

tourist scenic roadnode importanceonline comments dataroad network planning

陈美雯、高悦尔、程璟

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华侨大学建筑学院,福建厦门 361021

华侨大学统计学院,福建厦门 361021

旅游风景道 节点重要度 网络点评数据 路网规划

福建省自然科学基金项目福建省创新战略研究项目福建省社会科学研究基地重大项目

2017J010902021R0065FJ2022JDZ017

2024

地理与地理信息科学
河北省科学院地理科学研究所

地理与地理信息科学

CSTPCDCHSSCD北大核心
影响因子:1.122
ISSN:1672-0504
年,卷(期):2024.40(1)
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