DocumentCode
483557
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
fYear
2008
fDate
14-16 Oct. 2008
Firstpage
1
Lastpage
4
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;
fLanguage
English
Publisher
ieee
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
Type
conf
Filename
4773722
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