TY - GEN
T1 - An OSGi-based smart taxi service platform
AU - Yuan, Yang
AU - Miao, Kejian
AU - Zhang, Daqing
AU - Sun, Lin
AU - Chen, Chao
PY - 2012/12/1
Y1 - 2012/12/1
N2 - GPS enabled taxis provide us not only their locations and passenger status information in real-time, but also historical digital traces which could enable innovative services such as smart taxi dispatching, anomalous taxi detection, urban hotspots discovery, bus planning, and so on. Even though researchers have developed algorithms and systems in previous work targeting specific applications, there is no study on a general service framework that can integrate a scalable set of smart taxi services. In this paper, by identifying the potential services and applications in the previous research, we propose an integrated OSGi-based Smart Taxi Service Platform for taxi passengers, drivers, operators as well as the urban planners. By leveraging the component-based architecture of OSGi service framework, the proposed taxi service platform is highly scalable and reusable. We use the taxi fraud detection service as an example to show the reusability of the software components in the service platform, we further evaluate the system performance and response time using a large set of taxi GPS logs and verify the effectiveness of the platform.
AB - GPS enabled taxis provide us not only their locations and passenger status information in real-time, but also historical digital traces which could enable innovative services such as smart taxi dispatching, anomalous taxi detection, urban hotspots discovery, bus planning, and so on. Even though researchers have developed algorithms and systems in previous work targeting specific applications, there is no study on a general service framework that can integrate a scalable set of smart taxi services. In this paper, by identifying the potential services and applications in the previous research, we propose an integrated OSGi-based Smart Taxi Service Platform for taxi passengers, drivers, operators as well as the urban planners. By leveraging the component-based architecture of OSGi service framework, the proposed taxi service platform is highly scalable and reusable. We use the taxi fraud detection service as an example to show the reusability of the software components in the service platform, we further evaluate the system performance and response time using a large set of taxi GPS logs and verify the effectiveness of the platform.
KW - Abnormally detection
KW - OSGi-based
KW - Smart taxi platform
KW - Social and community intelligence
U2 - 10.1109/APSCC.2012.63
DO - 10.1109/APSCC.2012.63
M3 - Conference contribution
AN - SCOPUS:84876157386
SN - 9780769548975
T3 - Proceedings - 2012 IEEE Asia-Pacific Services Computing Conference, APSCC 2012
SP - 173
EP - 178
BT - Proceedings - 2012 IEEE Asia-Pacific Services Computing Conference, APSCC 2012
T2 - 2012 7th IEEE Asia-Pacific Services Computing Conference, APSCC 2012
Y2 - 6 December 2012 through 8 December 2012
ER -