An intelligent touring system based on mobile social network and cloud computing for travel recommendation

Yuan Tse Yu, Chung Ming Huang, Yun Tz Lee

研究成果: Conference contribution

7 引文 斯高帕斯(Scopus)

摘要

Although many travel recommendation systems are worked with mobile social network, the articles and delivered messages between users are still not to be utilized well for estimating user preferences. If the articles and the delivered messages are closed related with the touring experiences, the information should be merged to the recommendation systems. Therefore, the information can be used for generating recommendation POIs through the intelligent modules. Besides, if the groups of social network and the exchanged information are collected large enough, the generating POIs should be more closed to user preferences. But the ideal situations are still not provided on the developed traveling recommendation system of current Internet. Therefore, we proposed a cloud-based Intelligent Touring System (ITS) to provide personalized PoIs instantly. By combining developed cloud computing technology, we can achieve analyzing posted blogs in mobile social network and recognizing user pedestrian patterns through smart phone sensors. Afterward, in order to generate the suggested PoIs related with user preferences, we construct meta-group based on similar user preferences. Moreover, in order to achieve meta-group classification, we developed clustering algorithm based on CLOPE [8]. Finally, we conducted experiments for examining the performance of the proposed meta-group classification, and the results show it could construct groups with similar preferences and provide suitable PoIs to users during touring.

原文English
主出版物標題Proceedings - 2014 IEEE 28th International Conference on Advanced Information Networking and Applications Workshops, IEEE WAINA 2014
發行者IEEE Computer Society
頁面19-24
頁數6
ISBN(列印)9781479926527
DOIs
出版狀態Published - 2014
事件28th IEEE International Conference on Advanced Information Networking and Applications Workshops, IEEE WAINA 2014 - Victoria, BC, Canada
持續時間: 2014 5月 132014 5月 16

出版系列

名字Proceedings - 2014 IEEE 28th International Conference on Advanced Information Networking and Applications Workshops, IEEE WAINA 2014

Other

Other28th IEEE International Conference on Advanced Information Networking and Applications Workshops, IEEE WAINA 2014
國家/地區Canada
城市Victoria, BC
期間14-05-1314-05-16

All Science Journal Classification (ASJC) codes

  • 電腦網路與通信
  • 電腦科學應用

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