Research on Tourism Service Intelligent Recommendation System Based on Apriori-MD Algorithm

Author:

Bin Rao1

Affiliation:

1. Hubei University of Science and Technology

Abstract

In digital tourism, the current hot topic on tourism is applying data mining [1] technology to conduct deep analysis and disposal on mass data of tourism information in order to provide service for individual needs of user. This paper mainly introduced a kind of tourism service intelligent recommendation system based on Apriori-MD algorithm. Through data comparison analysis, we found that Apriori-MD algorithm was a kind of intelligent recommendation method with superior performance whose enforcement efficiency was doubled compared to Apriori algorithm. Satisfactory recommendation result can be obtained according to the demand of users and has wide application prospect in tourism market.

Publisher

Trans Tech Publications, Ltd.

Reference11 articles.

1. Jiawei. Han, Micheline Kamber. Fan Ming, Meng Xiaofeng, et al (2001), trans. Data Mining Concepts and Technique [M]. Beijing: Engineering Industry.

2. Jiang Zhuojun, Xie Kanglin, Zhang Wenjie (2002). A New Association Rule Mining Thought [J]. Computer Engineering, 28(4): 88-90.

3. Cheng Jihua, Shi Pengfei (1998). Effective Mining Algorithm of Multilevel Association Rule [J]. Journal of Software, 9(12): 937-941.

4. Goldberg D, Niehols D, Oki B. M, Terry, D (2004). Using Collaborative Filtering to Weave an Information Tapestry [J]. Communications of the ACM.

5. Konstan, J. A. Miller, B. N. Maltz, D. Herloek, J. L. Gordon, L. R. and Riedl, J (2008). Group Lens: Applying Collaborative Filtering to Usenet News[J]. Communications of the ACM.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3