Sensing urban mobility with taxi flow

3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011

Volumn , Issue , 2011, Pages

  Veloso, Marco ^a,b   Phithakkitnukoon, Santi ^c,d   Bento, Carlos ^a  

^a UNIVERSITY OF COIMBRA   (Portugal)

^b Oliveira do Hospital   (Portugal)

^c NEWCASTLE UNIVERSITY   (United Kingdom)

^d MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

na ve Bayesian classifier; spatiotemporal analysis; taxi GPS traces; urban mobility

Indexed keywords

BAYESIAN CLASSIFIER; PORTUGAL; SPATIOTEMPORAL ANALYSIS; TAXI SERVICES; TAXI-GPS TRACES; URBAN MOBILITY;

DROPS; MOTOR TRANSPORTATION; PICKUPS; SOCIAL NETWORKING (ONLINE);

TAXICABS;

EID: 81855185023     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2063212.2063215     Document Type: Conference Paper

References (10)

1. Liu, L., Andris, C., Bidderman, A., Ratti, C.: Revealing taxi drivers mobility intelligence through his trace. Movement- Aware Applications for Sustainable Mobility: Technologies and Approaches, (2010), 105-120.
2. Ziebart, B.D., Maas, A.L., Dey, A.K., Bagnell, J.A.: Navigate like a cabbie: probabilistic reasoning from observed context-aware behavior. In: UbiComp '08: Proc. of the 10th Int. Conf. on Ubiquitous computing, New York, USA, ACM (2008), 322-331.
3. Yuan, J., Zheng, Y., Zhang, C., Xie, W., Xie, X., Huang, Y.:T-Drive: Driving Directions Based on Taxi Trajectories, in Proc. ACM SIGSPATIAL GIS 2010, Association for Computing Machinery, Inc. 1 (2010), 99-108.
4. Chang, H., Tai, Y., Hsu, J.Y.: Context-aware taxi demand hotspots prediction. Int. J. Bus. Intell. Data Min. 5(1) (2010).
5. Phithakkitnukoon, S., Veloso, M., Bento, C., Biderman, A., Ratti, C.: Taxi-Aware Map: Identifying and predicting vacant taxis in the city. In Proc. AmI 2010, First Int. Joint Conf. on Ambient Intelligence (2010), 86-95.
6. Yuan, j., Zheng, Y., Zhang, L., Xie, X., Sun, G,: Where to Find My Next Passenger? 13th ACM Int. Conf. on Ubiquitous Computing (UbiComp 2011), China (2011).
7. Zheng, Y., Liu, Y., Yuan, J., Xie, X.: Urban Computing with Taxicabs. 13th ACM Int. Conference on Ubiquitous Computing (UbiComp 2011), China (2011).
8. Qi, G., Li, X., Li, S., Pan, G., Wang, Z., Zhang, D., Measuring Social Functions of City Regions from Large-scale Taxi Behaviors. In PerCom- Workshops 2011, pp. 21-25, Seattle, USA, (2011).
9. Mitchell, T.M.: Machine Learning. McGraw-Hill, New York, (1997).
10. Phithakkitnukoon, S. and Dantu, R.: CPL: Enhancing Mobile Phone Functionality by Call Predicted List. The 3rd Int. Workshop on MObile and NEtworking Technologies for social applications (MONET'08), pp. 571-581 (2008).