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带兴趣域的改进按需出行路径规划模型。

Improved On-Demand Travel Route Planning Model with Interest Fields.

机构信息

Zhengzhou University of Science and Technology, Zhengzhou 450000, China.

出版信息

Comput Intell Neurosci. 2022 Aug 9;2022:6442441. doi: 10.1155/2022/6442441. eCollection 2022.

Abstract

Intelligent tourism route planning is an important element of smart tourism, and the current tourism route planning has problems such as strong subjectivity and low personalization considering tourists' interests. To solve the problems of current tourism route planning, an improved interest field travel route planning model is proposed. Firstly, an intelligent interest field extraction model is established. Secondly, an improved greedy algorithm is designed to reduce the risk of missing the optimal solution, strengthen the local search capability, and improve the solution accuracy of the algorithm. The extracted routes of interest sites are planned, and a motivated iterative value output model is established. The experimental results demonstrate that the selected routes are shorter and less expensive than the traditional model. By iterating the actual data to obtain the iterative values of different tourist route motivations and the sequential guide map of attractions based on tourist interests, the optimal and suboptimal routes that satisfy the tourist motivation interests are analyzed. This model has strong feasibility and practical significance for smart tourism route planning.

摘要

智能旅游线路规划是智慧旅游的重要组成部分,目前的旅游线路规划存在较强的主观性和考虑游客兴趣的个性化程度低等问题。为了解决当前旅游线路规划存在的问题,提出了一种改进的兴趣域旅行线路规划模型。首先,建立了智能兴趣域提取模型。其次,设计了一种改进的贪心算法,以降低错过最优解的风险,增强局部搜索能力,提高算法的求解精度。规划了兴趣点的提取路线,并建立了激励迭代值输出模型。实验结果表明,所选路线比传统模型更短、更便宜。通过对实际数据进行迭代,获得不同游客线路动机的迭代值和基于游客兴趣的景点顺序引导图,分析满足游客动机利益的最优和次优线路。该模型对智慧旅游线路规划具有较强的可行性和现实意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e75c/9381231/73d1c8c157f9/CIN2022-6442441.001.jpg

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