A hierarchical approach for identifying user activity patterns from mobile phone call detail records

Proceedings of 2015 International Conference on Networking Systems and Security, NSysS 2015

Volumn , Issue , 2015, Pages

  Khan, Fahim Hasan ^a   Ali, Mohammed Eunus ^a   Dev, Himel ^a  

^a BANGLADESH UNIVERSITY OF ENGINEERING AND TECHNOLOGY   (Bangladesh)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIORAL RESEARCH; CLOCK AND DATA RECOVERY CIRCUITS (CDR CIRCUITS); DEVELOPING COUNTRIES; LARGE DATASET; PREDICTIVE ANALYTICS; URBAN PLANNING;

BEHAVIORAL PATTERNS; CALL DETAIL RECORDS; DAILY LIFE ACTIVITIES; HIERARCHICAL APPROACH; MOBILE PHONE CALLS; TRAFFIC DENSITIES; TRAFFIC MONITORING; TRANSPORTATION PLANNING;

URBAN TRANSPORTATION;

EID: 84928957952     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NSysS.2015.7043535     Document Type: Conference Paper

References (24)

1. Hoteit, Sahar, Stefano Secci, Stanislav Sobolevsky, Guy Pujolle, and Carlo Ratti. "Estimating Real Human Trajectories through Mobile Phone Data." In Mobile Data Management (MDM), 2013 IEEE 14th International Conference on, vol. 2, pp. 148-153. IEEE, 2013.
2. Phithakkitnukoon, Santi, Teerayut Horanont, Giusy Di Lorenzo, Ryosuke Shibasaki, and Carlo Ratti. "Activity-aware map: Identifying human daily activity pattern using mobile phone data." In Human Behavior Understanding, pp. 14-25. Springer Berlin Heidelberg, 2010.
3. Veloso, Marco, Santi Phithakkitnukoon, and Carlos Bento. "Exploring the relationship between mobile phone call intensity and taxi volume in urban area." In Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on, pp. 1020-1025. IEEE, 2012.
4. Yuan, Yihong, Martin Raubal, and Yu Liu. "Correlating mobile phone usage and travel behaviorA case study of Harbin, China." Computers, Environment and Urban Systems 36, no. 2 (2012): 118-130.
5. Lv, Weifeng, Kan Liu, and Tongyu Zhu. "Analyzing City Blocks' Properties Based on Mobile Data." In Broadband, Wireless Computing, Communication and Applications (BWCCA), 2012 Seventh International Conference on, pp. 260-263. IEEE, 2012.
6. White, Joanna, and Ivan Wells. "Extracting origin destination information from mobile phone data." In Road Transport Information and Control, 2002. Eleventh International Conference on (Conf. Publ. No. 486), pp. 30-34. IET, 2002.
7. Calabrese, Francesco, G. Liu, and C. L Ratti. "Estimating Origin- Destination flows using opportunistically collected mobile phone location data from one million users in Boston Metropolitan Area." (2011).
8. Caceres, N., J. P. Wideberg, and F. G. Benitez. "Deriving origin destination data from a mobile phone network." Intelligent Transport Systems, IET 1, no. 1 (2007): 15-26.
9. Farrahi, Katayoun, and Daniel Gatica-Perez. "Probabilistic mining of socio-geographic routines from mobile phone data." Selected Topics in Signal Processing, IEEE Journal of 4, no. 4 (2010): 746-755.
10. Herrera, Juan C., Daniel B. Work, Ryan Herring, Xuegang Jeff Ban, Quinn Jacobson, and Alexandre M. Bayen. "Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment." Transportation Research Part C: Emerging Technologies 18, no. 4 (2010): 568-583.
11. Lane, Nicholas D., Emiliano Miluzzo, Hong Lu, Daniel Peebles, Tanzeem Choudhury, and Andrew T. Campbell. "A survey of mobile phone sensing." Communications Magazine, IEEE 48, no. 9 (2010): 140-150.
12. Rose, Geoff. "Mobile phones as traffic probes: practices, prospects and issues." Transport Reviews 26, no. 3 (2006): 275-291.
13. Steenbruggen, John, Maria Teresa Borzacchiello, Peter Nijkamp, and Henk Scholten. "Mobile phone data from GSM networks for traffic parameter and urban spatial pattern assessment: a review of applications and opportunities." GeoJournal (2011): 1-21.
14. White, J., J. Quick, and P. Philippou. "The use of mobile phone location data for traffic information." In Road Transport Information and Control, 2004. RTIC 2004. 12th IEE International Conference on, pp. 321-325. IET, 2004.
15. Alger, Michael, E. Wilson, T. Gould, R. Whittaker, and N. Radulovic. "Real-time traffic monitoring using mobile phone data." Online: http://www. maths-in-industry. org/miis/30 Vodafone Pilotentwicklung GmbH (2004).
16. Kennedy Jr, Joseph P. "Cellular based traffic sensor system." U.S. Patent 5, 465, 289, issued November 7, 1995.
17. Caceres, N., J. P. Wideberg, and F. G. Benitez. "Review of traffic data estimations extracted from cellular networks." IET Intelligent Transport Systems 2, no. 3 (2008): 179-192.
18. Leduc, Guillaume. "Road traffic data: Collection methods and applications." Working Papers on Energy, Transport and Climate Change 1 (2008): 55.
19. Cheng, Peng, Zhijun Qiu, and Bin Ran. "Particle filter based traffic state estimation using cell phone network data." In Intelligent Transportation Systems Conference, 2006. ITSC'06. IEEE, pp. 1047-1052. IEEE, 2006.
20. Zhang, Daqiang, Athanasios V. Vasilakos, and Haoyi Xiong. "Predicting location using mobile phone calls." ACM SIGCOMM Computer Communication Review 42, no. 4 (2012): 295-296.
21. Iqbal, Md Shahadat, et al. "Development of origin destination matrices using mobile phone call data." Transportation Research Part C: Emerging Technologies 40 (2014): 63-74.
22. Steenbruggen, John, Emmanouil Tranos, and Peter Nijkamp. "Data from mobile phone operators: A tool for smarter cities?." Telecommunications Policy (2014).
23. Trasarti, Roberto, et al. "Discovering urban and country dynamics from mobile phone data with spatial correlation patterns." Telecommunications Policy (2014).
24. Jrv, Olle, Rein Ahas, and Frank Witlox. "Understanding monthly variability in human activity spaces: A twelve-month study using mobile phone call detail records." Transportation Research Part C: Emerging Technologies 38 (2014): 122-135.