Exploring data validity in transportation systems for smart cities

IEEE Communications Magazine

Volumn 55, Issue 5, 2017, Pages 26-33

  Liu, Yongxin ^a   Weng, Xiaoxiong ^a   Wan, Jiafu ^a   Yue, Xuejun ^b   Song, Houbing ^c   Vasilakos, Athanasios V ^d  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

^b SOUTH CHINA AGRICULTURAL UNIVERSITY   (China)

^c WEST VIRGINIA UNIVERSITY   (United States)

^d LULEÅ UNIVERSITY OF TECHNOLOGY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; INFERENCE ENGINES; INTERNET OF THINGS; LOCATION; SMART CITY; TRAFFIC SURVEYS; TRANSPORTATION; URBAN TRANSPORTATION; WIRELESS NETWORKS;

ALGORITHMIC FRAMEWORK; AUTOMATED FARE COLLECTION; DATA COLLECTION SYSTEM; DATA MINING TECHNOLOGY; DISTRIBUTION CHARACTERISTICS; MOBILE WIRELESS NETWORK; PUBLIC TRANSPORTATION SYSTEMS; URBAN TRANSPORTATION SYSTEMS;

INFORMATION MANAGEMENT;

EID: 85019381651     PISSN: 01636804     EISSN: None     Source Type: Journal    
DOI: 10.1109/MCOM.2017.1600240     Document Type: Article

References (15)

1. I. Vilajosana, et al., "Bootstrapping Smart Cities through a Self-Sustainable Model Based on Big Data Flows," IEEE Commun. Mag., vol. 51, no. 6, June 2013, pp. 128-34
2. K. Farkas, et al., "Crowdsending Based Public Transport Information Service in Smart Cities," IEEE Commun. Mag., vol. 53, no. 8, Aug. 2015, pp. 158-65
3. J. Wan, et al., "Context-Aware Vehicular Cyber-Physical Systems with Cloud Support: Architecture, Challenges, and Solutions, " IEEE Commun. Mag., vol. 52, no. 8, Aug. 2014, pp. 106-13
4. M. Imran, et al., "A Novel Wireless Sensor, and Actor Network Framework for Autonomous Monitoring, and Maintenance of Lifeline Infrastructures," IEEE ICC, June 2012, pp. 6484-88
5. F. Chen, et al., "Data Mining for the Internet of Things: Literature Review, and Challenges, " Int?l. J. Distrib. Sens. N., vol. 2015, no. 8, Aug. 2015, Article ID 431047
6. X. Ma, and Y. Wang, "Development of a Data-Driven Platform for Transit Performance Measures Using Smart Card, and GPS Data," J. Transp. Eng., vol. 140, no. 12, Dec. 2014, pp. 04014063-1-12
7. L. M. Kieu, A. Bhaskar, and E. Chung, "Passenger Segmentation Using Smart Card Data," IEEE Trans. Intell. Transp., vol. 16, no. 3, June 2015, pp. 1537-48
8. W. L. Wang, S. M. Lo, and S. B. Liu, "Aggregated Metro Trip Patterns in Urban Areas of Hong Kong: Evidence from Automatic Fare Collection Records," J. Urban Plann. Dev., vol. 141, no. 3, Sept. 2015, pp. 0514018-1-10
9. T. Sui, C. Jonathan, and I. Mateo-Babiano, "Exploring Bus Rapid Transit Passenger Travel Behaviour Using Big Data," Appl. Geogr., vol. 93, Sept. 2014, pp. 90-104
10. M. Marcela, D. Flavio, and N. Claudio, "Validating Travel Behavior Estimated from Smartcard Data," Transport Res. C-Emer., vol. 44, July 2014, pp. 70-79
11. F. Zhang, N. J. Yuan, and Y. Wang, "Reconstructing Individual Mobility from Smart Card Transactions: A Collaborative Space Alignment Approach," Knowl. Info. Syst., vol. 44, no. 2, Aug. 2015, pp. 299-323
12. X. Ma, Y. Wang, and F. Chen, "Transit Smart Card Data Mining for Passenger Origin Information Extraction," J. Zhejiang Univ-Sci. C., vol. 13, no. 10, Oct. 2012, pp. 750-60
13. M. Guizani, et al., "Large-Scale Cognitive Cellular Systems: Resource Management Overview," IEEE Commun. Mag., vol. 53, no. 5, May 2015, pp. 44-51
14. X. Ning, M. Daniel, and O. M. Leon, "A Walk into Metaheuristics for Engineering Optimization: Principles, Methods, and Recent Trends," Int?l. J. Comp. Int. Sys., vol. 8, no. 4, July 2015, pp. 606-36
15. G. Han, et al., "Mobility Support for Next-Generation Wireless Sensor Networks," Int?l. J. Distrib Sens N., vol. 2016, Article ID 2462754