基于数据挖掘的智能旅游导航系统研究

摘要

In order to eliminate the problems of imperfect tourism route planning,poor navigation function and long re-sponse time exiting in traditional PDA tourism navigation system,an intelligent tourism navigation system based on data mining was designed. The overall structure of the system includes the intelligent recommendation module of tourism information,itinerary planning module,tourism information resource database and data mining processing module. The itinerary planning module of the system can formulate the tourism route satisfying the tourist according to the requirements of tourists. The data mining module of the system can deeply mine the tourism information interested by tourists through six-space data mining process,and accelerate the mining rate of tourism data.The functional structure of the system is given.The implementation of data set characteristic mining based on multidimensional tourism data can mine the tourism data of different regions. The implementation of the tourism risk rescue module can avoid the dangerous situation in the process of tourism navigation. The result of intelligent tourism navigation is obtained. The experimental results show that the designed system has perfect tourism route planning,strong navigation perfor-mance and high response efficiency.%为了解决传统PDA旅游导航系统存在旅游路线规划不完善、导航功能差和响应时间长的问题,设计基于数据挖掘的智能旅游导航系统.设计系统的总体结构包括旅游信息智能推荐模块、旅游行程规划模块、旅游信息资源库以及数据挖掘处理模块,系统中的旅游行程规划模块可根据游客自身需求,制定令游客满意的旅游线路;系统中的数据挖掘模块通过六大空间数据挖掘流程,深度挖掘游客感兴趣的旅游信息,加快旅游数据挖掘速率.给出系统的功能结构,并基于旅游多维数据的数据集特性挖掘的实现,挖掘出处于不同区域的旅游数据,基于旅游危险求助模块的实现,规避旅游导航过程中的危险情况,得到智能旅游导航结果.实验结果说明所设计系统旅游路线规划完善、导航性能强、响应效率高.