Waiting/cruising location recommendation based on mining on occupied taxi data

Authors:
Tsuyoshi Takayama;Kenji Matsumoto;Ayaka Kumagai;Nobuyoshi Sato;Yoshitoshi Murata
Affiliations:
Graduate School of Software and Information Science, Iwate Prefectural University, Takizawa, Iwate, Japan;Embedded Business Division, IX Knowledge Inc., Tokyo, Japan;Faculty of Software and Information Science, Iwate Prefectural University, Takizawa, Iwate, Japan;Graduate School of Software and Information Science, Iwate Prefectural University, Takizawa, Iwate, Japan;Graduate School of Software and Information Science, Iwate Prefectural University, Takizawa, Iwate, Japan
Venue:
MACMESE'10 Proceedings of the 12th WSEAS international conference on Mathematical and computational methods in science and engineering
Year:
2010

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Abstract

Recently, lots of researchers are attracted to constructing information system for efficient taxi business. In general, there are three types of methods in order to catch a passenger for a taxi driver: 'waiting', 'cruising', and 'wireless/order'. Conventional systems decline to support 'wireless/order' method, and it is not sufficient to support 'waiting' and/or 'cruising' one. Therefore, in the present paper, we try to support 'waiting' and 'cruising' based on mining of occupied taxi data and try to catch a passenger more efficiently. According to the result of evaluation experiment, our proposition is effective.