Title :
Design and implementation of a movement history analysis framework for the Taxi telematics system
Author :
Lee, Junghoon ; Park, Gyung-Leen
Author_Institution :
Dept. of Comput. Sci. & Stat., Cheju Nat. Univ., Jeju
Abstract :
This paper addresses a history data analysis framework for the Taxi telematics system, which keeps accumulating a great deal of movement data or location records from tens or hundreds of taxis in Jeju city. Each record consists of GPS-generated field, telematics-generated field, and framework-generated field. Aiming at boosting up diverse analysis on these data, the designed and implemented framework organizes the record into the database, defines a finite state machine to trace the status of each taxi, and provides a graphic interface, particularly for temporal movement change and trajectory visualization. We show that the framework enables us to efficiently extract such information as dispatch time, dispatch distance, traffic pattern, and so on. A new challenging service can be designed and tested using on our system.
Keywords :
Global Positioning System; data analysis; finite state machines; road traffic; traffic information systems; Global Positioning System; dispatch distance; dispatch time; finite state machine; graphic interfaces; location records; movement history analysis framework; taxi telematics system; temporal movement change; traffic pattern; trajectory visualization; Automata; Boosting; Cities and towns; Data analysis; Data mining; Data visualization; Graphics; History; Telematics; Visual databases;
Conference_Titel :
Communications, 2008. APCC 2008. 14th Asia-Pacific Conference on
Conference_Location :
Tokyo
Print_ISBN :
978-4-88552-232-1
Electronic_ISBN :
978-4-88552-231-4