Travel Recommendation Using Geo-tagged Photos in Social Media for Tourist

被引:135
作者
Memon, Imran [1 ]
Chen, Ling [1 ]
Majid, Abdul [1 ]
Lv, Mingqi [1 ]
Hussain, Ibrar [1 ]
Chen, Gencai [1 ]
机构
[1] Zhejiang Univ, Coll Comp Sci, Hangzhou 310027, Zhejiang, Peoples R China
关键词
Recommendation system; Trip planning; Photo collection; Temporal query; Location based service; INFORMATION;
D O I
10.1007/s11277-014-2082-7
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In recent years, million geo-tagged photos are available in online web service like Flickr, panoramio, etc. People contributing geo-tagged photo and share their travel experiences these media. The photo itself has important information sharing reveals like location, time, tags, title, and weather. We recommend the new method locations travel for tourists according their time and their preference. We get travel user preference according his/her past time in one city and recommendation another city. We examine our technique collect dataset from Flickr publically available and taken different cities of china. Experiment results show that our travel recommendation method according to tourist time capable to predict tourist location recommendation famous places or new places more precise and give better recommendation compare to state of art landmarks recommendation method and personalized travel method.
引用
收藏
页码:1347 / 1362
页数:16
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