现代电子技术2024，Vol.47Issue(12)：74-80,7.DOI:10.16652/j.issn.1004-373x.2024.12.013
基于移动群智感知计算的智慧景区监管系统研究与设计
Research and design of smart scenic spot supervision system based on mobile crowd sensing and computing
摘要
Abstract
In allusion to the problems of high cost and poor real-time performance in scenic spot supervision,a smart scenic spot supervision system based on mobile crowd sensing and computing is designed.In the system,the crowd sourcing idea and mobile crowd sensing theory are used to collect the UGC(user generation content)data of tourists'mobile phones,including photos,videos,comments,etc.The visual analysis and text analysis are conducted by means of the deep learning technology,and the decision analysis is carried out based on BP neural network,so as to realize intelligent discovery and intelligent decision of regulatory events.The designed system not only can save the cost of laying Internet of Things equipment in scenic spots,but also can realize more in-depth,extensive and intelligent supervision of scenic spots,and also can provide a new solution for the construction of smart scenic spots.关键词
智慧景区/智能监管/移动群智感知/用户生成内容/B/S架构/分析系统/智能决策Key words
smart scenic spot/intelligent supervision/mobile crowd sensing/user generation content/B/S architecture/analysis system/intelligent decision-making分类
信息技术与安全科学引用本文复制引用
姚建盛,刘艳玲..基于移动群智感知计算的智慧景区监管系统研究与设计[J].现代电子技术,2024,47(12):74-80,7.基金项目
国家自然科学基金项目:西南民族旅游地"主客"网络交互行为特征与影响机理研究(72064007) （72064007）
国家自然科学基金项目:历史文化街区类景区游客移动微观模型与仿真研究(72162011) （72162011）
桂林市重大专项:龙脊梯田景观资源可持续利用技术集成研究与旅游产业示范(20180102-2) （20180102-2）
桂林理工大学科研启动基金:基于机会网络的景区游客移动性关键技术研究(GUTQDJJ2017141) （GUTQDJJ2017141）
广西旅游产业研究院专项基金项目:桂林旅游POI数据与旅游流网络接近中心性的空间耦合性研究(LYCY2023) （LYCY2023）
