Predicting human behaviour from selected mobile phone data points

UbiComp'10 - Proceedings of the 2010 ACM Conference on Ubiquitous Computing

Volumn , Issue , 2010, Pages 105-108

  Choujaa, Driss ^a   Dulay, Naranker ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

human behaviour; machine learning; mobile phone

Indexed keywords

DATA POINTS; HUMAN BEHAVIOUR; MACHINE-LEARNING; MOBILE-PHONE USERS; REALITY MININGS; TIME POINTS; UBIQUITOUS SERVICE; USER'S ACTIVITIES;

FORECASTING; HUMAN COMPUTER INTERACTION; INFORMATION THEORY; LEARNING SYSTEMS; MINING; MOBILE PHONES; MOBILE TELECOMMUNICATION SYSTEMS; TELECOMMUNICATION EQUIPMENT; TELEPHONE; TELEPHONE SETS; TELEPHONE SYSTEMS; UBIQUITOUS COMPUTING;

BEHAVIORAL RESEARCH;

EID: 78650028846     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1864349.1864368     Document Type: Conference Paper

References (11)

1. D. Choujaa and N. Dulay. Activity Inference through Sequence Alignment. In LoCA '09, pages 19-36, 2009.
2. N. Eagle and A. Pentland. Reality Mining: Sensing Complex Social Systems. Personal and Ubiquitous Computing, 10(4):255-268, 2006.
3. N. Eagle and A. Pentland. Eigenbehaviors: Identifying Structure in Routine. Behavioral Ecology and Sociobiology, (63):1057-1066, 2009.
4. K. Farrahi and D. Gatica-Perez. What Did You Do Today? Discovering Daily Routines from Large-Scale Mobile Data. In ACMMM '08, pages 849-852, 2008.
5. M. Kim and D. Kotz. Periodic properties of user mobility and access-point popularity. Personal and Ubiquitous Computing, 11(6):465-479, 2007.
6. J. Krumm and E. Horvitz. Predestination: Inferring Destinations from Partial Trajectories. In UbiComp '06, pages 243-260, 2006.
7. A. Noulas, M. Musolesi, M. Pontil, and C. Mascolo. Inferring Interests from Mobility and Social Interactions. In Workshop on Analyzing Networks and Learning with Graphs, 2009.
8. D. Papadogkonas, G. Roussos, and M. Levene. Analysis, Ranking and Prediction in Pervasive Computing Trails. IET Conference Publications, 2008(CP541):3C2-3C2, 2008.
9. N. Ravi, J. Scott, L. Han, and L. Iftode. Context-aware Battery Management for Mobile Phones. In PerCom '08, pages 224-233, 2008.
10. C. E. Shannon and W. Weaver. The Mathematical Theory of Communication. University of Illinois Press, Urbana, 1948.
11. H. Zang and J. C. Bolot. Mining Call and Mobility Data to Improve Paging Efficiency in Cellular Networks. In MobiCom '07, pages 123-134, 2007.