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Community-Aware Smartphone Sensing Systems
May-June 2012 (vol. 16 no. 3)
pp. 60-64
Nicholas D. Lane, Microsoft Research Asia

Despite people's central role within smartphone sensing, such systems remain largely oblivious to the effects of social networks and community dynamics. How might smartphone sensing systems change if they could see more than isolated individuals? What if sensing systems could not only understand these social effects but could leverage them in their day-to-day operations — for example, as they collect and interpret mobile sensor data?

1. N.D. Lane et al., "A Survey of Mobile Phone Sensing," Comm. Magazine, vol. 48, no. 9, 2010, pp. 140–150.
2. J. Burke et al., "Participatory Sensing," Proc. Int'l Workshop World-Sensor-Web (WSW 06), ACM Press, 2006, pp. 1–5.
3. E. Miluzzo et al., "CenceMe: Injecting Sensing Presence into Social Networking Applications," Proc. 2nd European Conf. Smart Sensing and Context (EuroSSC 07), G. Kortuem et al., eds., Springer, 2007, pp. 1–28.
4. T. Choudhury, , Sensing and Modeling Human Networks, PhD thesis, Massachusetts Inst. of Technology, Feb. 2004.
5. N. Eagle and A. Pentland, "Reality Mining: Sensing Complex Social Systems," Personal Ubiquitous Computing, vol. 10, no. 4, 2006, pp. 255–268.
6. J.-P. Onnela et al., "Structure and Tie Strengths in Mobile Communication Networks," Proc. Nat'l Academy of Sciences, vol. 104, no. 18, 2007, pp. 7332–7336.
7. W. Mason, F. Conrey, and E. Smith, "Situating Social Influence Processes: Dynamic, Multidirectional Flows of Influence within Social Networks," Personality and Social Psychology Rev., vol. 11, no. 3, 2007, pp. 279–300.
8. M. McPherson,L. Smith-Lovin, and J.M. Cook, "Birds of a Feather: Homophily in Social Networks," Ann. Rev. Sociology, vol. 27, no. 1, 2001, pp. 415–444.
9. D. Kempe, J.M. Kleinberg, and E. Tardos, "Influential Nodes in a Diffusion Model for Social Networks," Int'l Colloquium on Automata, Languages and Programming, vol. 3580, 2005, pp. 1127–1138.
10. N.D. Lane, Community-Guided Mobile Phone Sensing Systems, PhD thesis, Dartmouth College, June 2011.
11. S. Consolvo et al., "Flowers or a Robot Army? Encouraging Awareness and Activity with Personal, Mobile Displays," Proc. 10th Int'l Conf. Ubiquitous Computing (UbiComp 08), ACM Press, 2008, pp. 54–63.
12. M. Anmol et al., "Social Sensing for Epidemiological Behavior Change," Proc. 12th ACM Int'l Conf. Ubiquitous Computing (Ubicomp 10), ACM Press, 2010, pp. 291–300.
13. N.A. Christakis and J.H. Fowler, "The Spread of Obesity in a Large Social Network over 32 Years," New England J. Medicine, vol. 357, no. 4, 2007, pp. 370–379.
14. J.N. Rosenquist, J.H. Fowler, and N.A. Christakis, "Social Network Determinants of Depression," Molecular Psychiatry, vol. 16, no. 3, 2010, pp. 273–281.
15. A. Krause et al., "Toward Community Sensing," Proc. 7th Int'l Conf. Information Processing in Sensor Networks (IPSN 08), IEEE CS Press, 2008, pp. 481–492.
16. L. von Ahn et al., "reCAPTCHA: Human-Based Character Recognition via Web Security Measures," Science, vol. 321, Aug. 2008, pp. 1465–1468.
17. T. Yan, V. Kumar, and D. Ganesan, "CrowdSearch: Exploiting Crowds for Accurate Real-Time Image Search on Mobile Phones," Proc. 8th Int'l Conf. Mobile Systems, Applications, and Services, ACM Press, 2010, pp. 77–90.
18. S. Reddy et al., "Examining Micro-Payments for Participatory Sensing Data Collections," Proc. 12th Int'l Conf. Ubiquitous Computing (Ubicomp 10), ACM Press, 2010, pp. 33–36.
19. N.D. Lane et al., "Enabling Large-Scale Human Activity Inference on Smartphones Using Community Similarity Networks (CSN)," Proc. 13th Int'l Conf. Ubiquitous Computing (Ubicomp 11), ACM Press, 2011, pp. 355–364.
20. D. Lane et al., "Hapori: Context-Based Local Search for Mobile Phones using Community Behavioral Modeling and Similarity," Proc. 12th ACM Int'l Conf. Ubiquitous Computing (Ubicomp 10), ACM Press, 2010, pp. 109–118.
21. W. Pan, N. Aharony, and A. Pentland, "Composite Social Network for Predicting Mobile Apps Installation," Proc. 25th AAAI Conf. Artificial Intelligence (AAAI 11), AAAI Press, 2011, pp. 821–827.

Index Terms:
smartphone sensing, community-aware sensing systems, mobile computing
Nicholas D. Lane, "Community-Aware Smartphone Sensing Systems," IEEE Internet Computing, vol. 16, no. 3, pp. 60-64, May-June 2012, doi:10.1109/MIC.2012.48
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