Anticipatory mobile computing for behaviour change interventions

UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing

Volumn , Issue , 2014, Pages 1025-1034

  Pejovic, Veljko ^a   Musolesi, Mirco ^a  

^a UNIVERSITY OF BIRMINGHAM   (United Kingdom)

Author keywords

Anticipatory computing; Behaviour change interventions; Mobile computing; Mobile sensing

Indexed keywords

BEHAVIORAL RESEARCH; MOBILE COMPUTING;

ANTICIPATORY COMPUTING; ARRAY OF SENSORS; BEHAVIOUR CHANGES; BEHAVIOURAL CHANGES; EMOTIONAL STATE; INFORMATION DELIVERY; MEDICAL PRACTICE; MOBILE SENSING;

UBIQUITOUS COMPUTING;

EID: 84908674794     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2638728.2641284     Document Type: Conference Paper

References (26)

1. Bao, X., Gowda, M., Mahajan, R., and Choudhury, R. R. The Case for Psychological Computing. In HotMobile'13 (Jekyll Island, GA, USA, February 2013).
2. Burbey, I., and Martin, T. L. A Survey on Predicting Personal Mobility. International Journal of Pervasive Computing and Communications 8, 1 (2012), 5-22.
3. Burns, M. N., Begale, M., Duffecy, J., Gergle, D., Karr, C. J., Giangrande, E., and Mohr, D. C. Harnessing Context Sensing to Develop a Mobile Intervention for Depression. Journal of medical Internet research 13, 3 (2011).
4. Campbell, A., and Choudhury, T. From Smart to Cognitive Phones. IEEE Pervasive Computing 11, 3 (2012), 7-11.
5. Cole-Lewis, H., and Kershaw, T. Text Messaging as a Tool for Behavior Change in Disease Prevention and Management. Epidemiologic Reviews 32, 1 (2010), 56-69.
6. Foschini, L. Could Machine Learning Have Helped Prevent the Isla Vista Shooting?, May 2014. http://lucafoschini.com/2014/05/25/machine-learning-isla-vista-shooting.html.
7. Klasnja, P., and Pratt, W. Healthcare in the Pocket: Mapping the Space of Mobile-Phone Health Interventions. Journal of biomedical informatics 45, 1 (2012), 184-198.
8. Lane, N. D., Choudhury, T., Campbell, A., Mohammod, M., Lin, M., Yang, X., Doryab, A., Lu, H., Ali, S., and Berke, E. BeWell: A Smartphone Application to Monitor, Model and Promote Wellbeing. In Pervasive Health'11 (Dublin, Ireland, May 2011).
9. Lane, N. D., Miluzzo, E., Lu, H., Peebles, D., Choudhury, T., and Campbell, A. T. A Survey of Mobile Phone Sensing. IEEE Communications Magazine 48, 9 (2010), 140-150.
10. Lane, N. D., Xu, Y., Lu, H., Hu, S., Choudhury, T., Campbell, A. T., and Zhao, F. Enabling Large-scale Human Activity Inference on Smartphones using Community Similarity Networks (CSN). In UbiComp'11 (Beijing, China, September 2011).
11. Lathia, N., Pejovic, V., Rachuri, K., Mascolo, C., Musolesi, M., and Rentfrow, P. J. Smartphones for Large-Scale Behaviour Change Intervention. IEEE Pervasive Computing 12, 3 (2013).
12. Lu, H., Mashfiqui Rabbi, G. T. C., Frauendorfer, D., Mast, M. S., Campbell, A. T., Gatica-Perez, D., and Choudhury, T. StressSense: Detecting Stress in Unconstrained Acoustic Environments using Smartphones. In UbiComp'12 (Pittsburgh, PA, USA, September 2012).
13. Lustria, M. L. A., Noar, S. M., Cortese, J., Stee, S. K. V., Glueckauf, R. L., and Lee, J. A Meta-Analysis of Web-Delivered Tailored Health Behavior Change Interventions. Journal of Health Communication 18, 11 (2013), 1039-1069.
14. Miller, G. The Smartphone Psychology Manifesto. Perspectives on Psychological Science 7, 3 (2012), 221-237.
15. Pejovic, V., and Musolesi, M. Anticipatory Mobile Computing: A Survey of the State of the Art and Research Challenges. Submitted for Publication. Preprint available on ArXiv: arXiv:1306.2356, June 2013.
16. Pejovic, V., and Musolesi, M. InterruptMe: Designing Intelligent Prompting Mechanisms for Pervasive Applications. In UbiComp'14 (Seattle, WA, USA, September 2014).
17. Rachuri, K. K., Mascolo, C., Musolesi, M., and Rentfrow, P. J. SociableSense: Exploring the Trade-offs of Adaptive Sampling and Computation Offloading for Social Sensing. In MobiCom'11 (Las Vegas, NV, USA, September 2011).
18. Rachuri, K. K., Musolesi, M., Mascolo, C., Rentfrow, P. J., Longworth, C., and Aucinas, A. EmotionSense: A Mobile Phones based Adaptive Platform for Experimental Social Psychology Research. In UbiComp'10 (Copenhagen, Denmark, September 2010).
19. Rosen, R. Anticipatory Systems. Pergamon Press, Oxford, UK, 1985.
20. Roshanaei-Moghaddam, B., Katon, W. J., and Russo, J. The Longitudinal Effects of Depression on Physical Activity. General Hospital Psychiatry 31, 4 (2009), 306-315.
21. Russell, D. M., Maglio, P. P., Dordick, R., and Neti, C. Dealing with Ghosts: Managing the User Experience of Autonomic Computing. IBM Systems Journal 42 (2003), 177-188.
22. Scellato, S., Musolesi, M., Mascolo, C., Latora, V., and Campbell, A. T. Nextplace: A spatio-temporal prediction framework for pervasive systems. In Pervasive'11 (San Francisco, CA, USA, June 2011).
23. Stolzmann, W., and Butz, M. Learning Classifier Systems, From Foundations to Applications. Springer-Verlag, Berlin, Germany, 2000, ch. Latent Learning and Action Planning in Robots with Anticipatory Classifier System, 301-321.
24. Sutton, R. S., and Barto, A. G. Reinforcement Learning: An Introduction. MIT Press, Cambridge, MA, USA, 1998.
25. Tavris, C., and Wade, C. Psychology in Perspective. Longman, New York, NY, USA, 1997.
26. Wang, T., Cardone, G., Corradi, A., Torresani, L., and Campbell, A. T. WalkSafe: A Pedestrian Safety App for Mobile Phone Users Who Walk and Talk While Crossing Roads. In HotMobile'12 (San Diego, CA, USA, February 2012).