摘 要:智慧旅游是指通过物联网、云计算、互联网等技术,通过借助手机、笔记本电脑等移动终端,获取旅游资源、游客、旅游经济、旅游活动等旅游信息并及时发布相关数据信息,让游客根据这些数据信息合理安排自己的旅游计划,并提高旅游资源的利用率,促进我国旅游业的发展。大数据技术具有获取信息速度快、海量数据信息、数据存储多样化等特点。通过大数据挖掘技术,可以发掘旅游资源的有效数据信息,分析不同人群的出行需求,为广大游客打造个性化、多元化的旅游产品,满足人们多元化的旅游需求。本文主要阐述了大数据技术概念、大数据特点以及大数据技术在智慧旅游中的具体应用。
关键词:智慧旅游;大数据技术;大数据挖掘;旅游资源
中图分类号:TP311.13;F592 文献标识码:A 文章编号:2096-4706(2018)09-0192-03
Discussion on the Application of BigData Mining in Intelligent Tourism
YAN Chuanghui
(Heyuan Polytechnic,Heyuan 517000,China)
Abstract:Smart tourism refers to technologies such as internet of things,cloud computing,internet and so on. With the help ofmobile terminals such as mobile phone,iPad,notebook computer and other mobile terminals,travel information such as tourist resources,,tourists,tourism economy and tourism activities are obtained and the relevant data are published in time. According to these data,the touristplans are arranged reasonably in order to improve the utilization rate of tourism resources and promote the development of tourism in China.Big data technology has the characteristics of fast information acquisition,massive data information,and diverse data storage. Through thelarge data mining technology,we can fully explore the effective data information of tourism resources,analyze the travel needs of differentgroups of people,for the vast number of tourists,and meet the diversity of people’s tourism needs. This paper mainly expounds the conceptof big data technology,the characteristics of big data and the specific application of big data technology in smart tourism.
Keywords:smart tourism;big data technology;big data mining;tourism resources
参考文献:
[1] 陈文娟. 大数据挖掘在智慧旅游应用中的探究 [J]. 信息记录材料,2018,19(4):114-115.
[2] Abdul Majid. 基于地理标签的社会媒体数据挖掘的智能旅游推荐研究 [D]. 杭州:浙江大学,2012.
[3] 徐少甫,张天明. 复杂网络数据挖掘在智慧旅游系统中的应用研究 [J]. 数字技术与应用,2017(10):39-40+42.
[4] 张占昭. 加权挖掘算法在智慧 旅游景点推荐系统中的应用分析 [J]. 数字技术与应用,2017(3):168+256.
[5] 李丁,贾志洋,汪际和,等. 智慧旅游管理与智能推荐技术 [J]. 中国管理信息化,2013,16(7):80-81.
[6] 智慧旅游体验精彩 [J]. 北京农业,2014(17):14-17.
[7] 刘粉.“智慧旅游”的现状及发展意义 [J]. 西部皮革,2016,38(14):108.
作者简介:鄢创辉(1978-),男,汉族,湖南沅江人,中共党员,计算机讲师,本科,研究方向:网络规划与设计、网络管理技术、网络教学内容的数据挖掘。