基于Web的旅游产品推荐系统设计与研究Design and research of tourism product recommendation system based on Web
王潇慧
摘要(Abstract):
传统旅游产品推荐系统能够为用户推荐简单产品信息,但存在用户浏览意愿不强、满意度差、推荐商品购买率低的不足,提出并设计基于Web的旅游产品推荐系统。利用Web数据端对产品需求量进行数据采集;采用核心算法重新配置数据信息,通过SQL语言进行逻辑编辑,实现产品推荐模块设计;服务器将上述模块进行串联,实现基于Web的旅游产品推荐系统的设计。通过仿真实验结果表明,设计推荐系统具有较高的用户满意度,用户浏览意愿提升,推荐产品购买率得到提高。
关键词(KeyWords): Web;旅游产品;SQL语言;推荐系统设计;购买率;用户满意度
基金项目(Foundation): 云南省教育厅项目资助性项目(2017ZZX328)~~
作者(Author): 王潇慧
DOI: 10.16652/j.issn.1004-373x.2018.10.025
参考文献(References):
- [1]郝海涛,马元元.基于加权关联规则挖掘算法的电子商务商品推荐系统研究[J].现代电子技术,2016,39(15):133-136.HAO Haitao,MA Yuanyuan.Research on e-commerce commodity recommendation system based on mining algorithm of weighted association rules[J].Modern electronics technique,2016,39(15):133-136.
- [2]李建荣.基于数据挖掘的移动用户个性化推荐系统研究与设计[J].现代电子技术,2016,39(22):59-63.LI Jianrong.Research and design of mobile user personalized recommendation system based on data mining[J].Modern electronics technique,2016,39(22):59-63.
- [3]冯锦海,杨连贺,蒋鑫龙.基于多模式的室内兴趣点推荐系统设计与实现[J].计算机工程,2015,41(8):273-278.FENG Jinhai,YANG Lianhe,JIANG Xinlong.Design and implementation of indoor point of interest recommended system based on multi-mode[J].Computer engineering,2015,41(8):273-278.
- [4]罗亚.基于决策过程的个性化推荐系统设计[J].计算机工程与应用,2017,53(14):105-110.LUO Ya.Personalized recommendation system design based on decision making process[J].Computer engineering and applications,2017,53(14):105-110.
- [5]艾丹祥,张玉峰,左晖,等.基于情境语义推理的O2O移动推荐系统研究[J].情报杂志,2015,34(8):182-189.AI Danxiang,ZHANG Yufeng,ZUO Hui,et al.Study on O2O mobile recommendation system based on contextual semantics inference[J].Journal of intelligence,2015,34(8):182-189.
- [6]王斌,曹菡.基于新颖性和多样性的旅游推荐模型研究[J].计算机工程与应用,2016,52(6):219-222.WANG Bin,CAO Han.Research on tourism recommendation model based on novelty and diversity[J].Computer engineering and application,2016,52(6):219-222.
- [7]陆国锋,黄晓燕,吕绍和,等.基于互联网信息的多约束多目标旅游路线推荐[J].计算机工程与科学,2016,38(1):163-170.LU Guofeng,HUANG Xiaoyan,LüShaohe,et al.Multi-con-straint and multi-objective trip recommendation based on Internet information[J].Computer engineering and science,2016,38(1):163-170.
- [8]沈晶磊,虞慧群,范贵生,等.基于随机森林算法的推荐系统的设计与实现[J].计算机科学,2017,44(11):164-167.SHEN Jinglei,YU Huiqun,FAN Guisheng,et al.Design and implementation of recommender system based on random forest algorithm[J].Computer Science,2017,44(11):164-167.
- [9]何灿群,李娇,唐晓敏,等.基于文化特征的无锡个性化旅游产品设计研究[J].包装工程,2016,37(10):118-121.HE Canqun,LI Jiao,TANG Xiaomin,et al.Wuxi personalized tourism product design based on culture characteristics[J].Packaging engineering,2016,37(10):118-121.
- [10]袁晶,李播阳.基于品牌融合的客家文化旅游产品设计与创新[J].企业经济,2017(7):41-45.YUAN Jing,LI Boyang.Design and innovation of Hakka cultural tourism products based on brand fusion[J].Enterprise economy,2017(7):41-45.