Simulation framework for travel trajectory generation and mobile transaction modeling

Hsueh-Chan Lu, Josh Jia Ching Ying, Huan Sheng Chen, Kawuu W. Lin, Vincent S. Tseng, Huan Wen Tsai, Kuang Hung Cheng, Shun Chieh Lin

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

In recent years, Location-Based Services (LBSs) have received a lot of attentions due to a wide range of potential applications. In such mobile applications and services, the travel recommendation system is one of popular LBSs for mobile users. More and more research studies focus on discovering of various kinds of mobile patterns from various mobile databases. In which, one of popular research issues is mining of the travel trajectory patterns from mobile travel trajectory databases. Mining travel knowledge from travel trajectory data benefits for supporting of an intelligent travel recommendation system. However, it is not easy to obtain the real travel trajectory data for mobile users since the problem of personal privacy. To develop a travel trajectory data generator is very useful for the research communities on mobile travel behavior mining. In this paper, we present a simulation framework to generate mobile travel trajectory data based on the statistics and observations of real travel information. In the simulation model, we generate not only the travel trajectories for mobile users but also the mobile transactions for each arrived attraction according to the reasonable probability designs.

原文English
主出版物標題Proceedings - 3rd International Conference on Information Security and Intelligent Control, ISIC 2012
頁面115-118
頁數4
DOIs
出版狀態Published - 2012 十二月 1
事件3rd International Conference on Information Security and Intelligent Control, ISIC 2012 - Yunlin, Taiwan
持續時間: 2012 八月 142012 八月 16

出版系列

名字Proceedings - 3rd International Conference on Information Security and Intelligent Control, ISIC 2012

Other

Other3rd International Conference on Information Security and Intelligent Control, ISIC 2012
國家/地區Taiwan
城市Yunlin
期間12-08-1412-08-16

All Science Journal Classification (ASJC) codes

  • 人工智慧
  • 資訊系統

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