Automatic City Region Analysis for Urban Routing

Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

Volumn , Issue , 2016, Pages 1136-1142

  Zhao, Kai ^a   Chinnasamy, Mohan Prasath ^a   Tarkoma, Sasu ^a  

^a UNIVERSITY OF HELSINKI   (Finland)

Author keywords

Data Mining; DTNs; Human Mobility; Urban Computing

Indexed keywords

DATA MINING; HOUSING; SHOPPING CENTERS; TAXICABS;

DELAYTOLERANT NETWORKS (DTNS); DELIVERY RATIO; DTNS; HUMAN MOBILITY; REGION ANALYSIS; REGION DIVISION; TOURIST ATTRACTIONS; URBAN COMPUTING;

DELAY TOLERANT NETWORKS;

EID: 84964755435     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDMW.2015.176     Document Type: Conference Paper

References (15)

1. J. Yuan, Y. Zheng, C. Zhang, W. Xie, X. Xie, G. Sun, and Y. Huang, "T-drive: driving directions based on taxi trajectories," in 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, ACM-GIS 2010, November 3-5, 2010, San Jose, CA, USA, Proceedings, 2010, pp. 99-108.
2. J. Yuan, Y. Zheng, X. Xie, and G. Sun, "Driving with knowledge from the physical world," in Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011, 2011, pp. 316-324.
3. M. Piorkowski, N. Sarafijanovic-Djukic, and M. Grossglauser, "A parsimonious model of mobile partitioned networks with clustering," in Communication Systems and Networks and Workshops, 2009. COMSNETS 2009. First International, Jan 2009, pp. 1-10.
4. R. Amici, M. Bonola, L. Bracciale, A. Rabuffi, P. Loreti, and G. Bianchi, "Performance assessment of an epidemic protocol in vanet using real traces," vol. 40, no. 0, 2014, pp. 92-99, fourth International Conference on Selected Topics in Mobile Wireless Networking (MoWNet2014).
5. K. Zhao, M. Musolesi, P. Hui, W. Rao, and S. Tarkoma, "Explaining the power-law distribution of human mobility through transportation modality decomposition," Nature Scientific Reports, 2015.
6. K. Zhao, "Urban mobility and networking," in Proceedings of the 2015 on MobiSys PhD Forum, ser. PhDForum '15. New York, NY, USA: ACM, 2015, pp. 17-18. [online]. Available: http://doi.acm.org/10.1145/2752746.2752786
7. Y. Zheng, F. Liu, and H. Hsieh, "U-air: when urban air quality inference meets big data," in The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013, 2013, pp. 1436-1444.
8. S. Liu, Q. Qu, and S. Wang, "Rationality analytics from trajectories," TKDD, vol. 10, no. 1, p. 10, 2015. [online]. Available: http://doi.acm.org/10.1145/2735634
9. Q. Qu, S. Liu, B. Yang, and C. S. Jensen, "Integrating non-spatial preferences into spatial location queries," in Conference on Scientific and Statistical Database Management, SSDBM '14, Aalborg, Denmark, June 30-July 02, 2014, 2014, pp. 8:1-8:12. [online]. Available: http://doi.acm.org/10.1145/2618243.2618247
10. J. Yuan, Y. Zheng, and X. Xie, "Discovering regions of different functions in a city using human mobility and pois," in The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012, 2012, pp. 186-194.
11. X. Liang, J. Zhao, L. Dong, and K. Xu, "Unraveling the origin of exponential law in intra-urban human mobility," Sci. Rep., vol. 3, Oct 2013.
12. B. Han, P. Hui, V. A. Kumar, M. V. Marathe, J. Shao, and A. Srinivasan, "Mobile data offloading through opportunistic communications and social participation," IEEE Transactions on Mobile Computing, vol. 99, no. PrePrints, 2011.
13. W. Rao, K. Zhao, P. Hui, Y. Zhang, and S. Tarkoma, "Maximizing timely content delivery in delay tolerant networks," IEEE Transactions on Mobile Computing, vol. 14, no. 4, pp. 755-769, 2015.
14. E.-J. Wagenmakers and S. Farrell, "Aic model selection using akaike weights," Psychonomic bulletin & review, vol. 11, no. 1, pp. 192-196, 2004.
15. R. Agrawal and R. Srikant, "Fast algorithms for mining association rules in large databases," in VLDB'94, Proceedings of 20th International Conference on Very Large Data Bases, September 12-15, 1994, Santiago de Chile, Chile, 1994, pp. 487-499.