Possibilistic behavior recognition in smart homes for cognitive assistance

AAAI Workshop - Technical Report

Volumn WS-10-05, Issue , 2010, Pages 53-60

  Roy, Patrice C ^a   Giroux, Sylvain ^a   Bouchard, Bruno ^b   Bouzouane, Abdenour ^b   Phua, Clifton ^c   Tolstikov, Andrei ^d   Biswas, Jit ^d  

^a UNIVERSITÉ DE SHERBROOKE   (Canada)

^b UNIVERSITÉ DU QUÉBEC À CHICOUTIMI   (Canada)

^c Knorex Private Limited   (Singapore)

^d INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVITY RECOGNITION; BEHAVIOR RECOGNITION; COGNITIVE ASSISTANCE; POSSIBILISTIC; POSSIBILITY THEORY; SMART HOMES;

BEHAVIORAL RESEARCH;

EID: 79959706679     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Baader, F.; Calvanese, D.; McGuinness, D. L.; Nardi, D.; and Patel-Schneider, P. F., eds. 2007. The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge University Press, second edition.
2. Casas, R.; Marin, R. B.; Robinet, A.; Delgado, A. R.; Yarza, A. R.; Mcginn, J.; Picking, R.; and Grout, V. 2008. User modelling in ambient intelligence for elderly and disabled people. In Proc. of the 11th ICCHP, number 5105 in LNCS. Springer-Verlag.
3. Cook, D. J.; Youngblood, M.; and Das, S. K. 2006. A multi-agent approach to controlling a smart environment. In Augusto, J. C., and Nugent, C. D., eds., Designing Smart Homes: The Role of Artificial Intelligence, volume 4008 of Lecture Notes in Artificial Intelligence. Springer. 165-182.
4. Dubois, D., and Prade, H. 2007. Qualitative possibility theory in information processing. In Nikravesh, M.; Kacprzyk, J.; and Zadeh, L. A., eds., Forging New Frontiers: Fuzzy Pioneers II, Studies in Fuzziness and Soft Computing. Springer. 53-83.
5. Geib, C. 2007. Plan recognition. In Kott, A., and McEneaney, W. M., eds., Adversarial Reasoning: Computational Approaches to Reading the Opponent's Mind. Chapman & Hall/CRC. 77-100.
6. Giroux, S.; Leblanc, T.; Bouzouane, A.; Bouchard, B.; Pigot, H.; and Bauchet, J. 2009. The praxis of cognitive assistance in smart homes. In Gottfried, B., and Aghajan, H., eds., Behaviour Monitoring and Interpretation - BMI - Smart Environments, volume 3 of Ambient Intelligence and Smart Environments. IOS Press. 183-211.
7. Helal, S.; Mann, W.; El-Zabadani, H.; King, J.; Kaddoura, Y.; and Jansen, E. 2005. The Gator Tech Smart House: A programmable pervasive space. Computer 38(3):50-60. (Pubitemid 40556077)
8. Helal, A.; Cook, D. J.; and Schmalz, M. 2009. Smart home-based health platform for behavioral monitoring and alteration of diabetes patients. Journal of Diabetes Science and Technology 3(1): 141-148.
9. Mihailidis, A.; Boger, J.; Canido, M.; and Hoey, J. 2007. The use of an intelligent prompting system for people with dementia: A case study. ACM Interactions 14(4):34-37. (Pubitemid 47152805)
10. Patterson, D. J.; Kautz, H. A.; Fox, D.; and Liao, L. 2007. Pervasive computing in the home and community. In Bardram, J. E.; Mihailidis, A.; and Wan, D., eds., Pervasive Computing in Healthcare. CRC Press. 79-103.
11. Phua, C.; Foo, V.; Biswas, J.; Tolstikov, A.; Aung, A.; Maniyeri, J.; Huang, W.; That, M.; Xu, D.; and Chu, A. 2009. 2-layer erroneous-plan recognition for dementia patients in smart homes. In Proc. of Health Com09, 21-28.
12. Ramos, C.; Augusto, J.; and Shapiro, D. 2008. Ambient intelligence-the next step for artificial intelligence. IEEE Intelligent Systems 23(2): 15-18.
13. Roy, P.; Bouchard, B.; Bouzouane, A.; and Giroux, S. 2009. A hybrid plan recognition model for Alzheimer's patients: Interleaved-erroneous dilemma. Web Intelligence and Agent Systems: An International Journal 7(4):375-397.
14. Sirin, E.; Parsia, B.; Grau, B. C.; Kalyanpur, A.; and Katz, Y. 2007. Pellet: A practical OWL-DL reasoner. J. Web Sem. 5(2):51-53. (Pubitemid 46856283)
15. Tolstikov, A.; Biswas, J.; Tham, C.-K.; and Yap, P. 2008. Eating activity primitives detection - a step towards ADL recognition. In Proc. of the 10th IEEE Intl. Conf. on eHealth Networking, Applications and Service (HEALTH-COM'08), 35-41.
16. Zadeh, L. A. 1978. Fuzzy sets as a basis for a theory of possibility. Fuzzy Sets and Systems 1(1):3-28.