Game theory based recommendation mechanism for taxi-sharing

Sheng Tzong Cheng, Jian Pan Li, Gwo Jiun Horng

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

This paper presents a recommendation mechanism for taxi-sharing. The first aim of our model is to respectively recommend taxis and passengers for picking up passengers quickly and finding taxis easily. The second purpose is providing taxi-sharing service for passengers who want to save the payment. In our method, we analyze the historical Global Positioning System (GPS) trajectories generated by 10,357 taxis during 110 days and present the service region with time-dependent R-Tree. We formulate the problem of choosing the paths among the taxis in the same region by using non-cooperative game theory, and find out the solution of this game which is known as Nash equilibrium. The results show that our method can find taxis and passengers efficiently. In addition, applying our method can reduce the payment of passengers and increase the taxi revenue by taxi-sharing.

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645-650
頁數6
ISBN(列印)9781479926527
DOIs
出版狀態Published - 2014 一月 1
事件28th IEEE International Conference on Advanced Information Networking and Applications Workshops, IEEE WAINA 2014 - Victoria, BC, Canada
持續時間: 2014 五月 132014 五月 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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