Agents for Recognizing and Responding to the Behaviour of an Elder

We are building an agent-oriented system to aid elderly people to live longer in their homes, increasing the duration of their independence from round-the-clock care while maintaining important social connectedness and reducing caregiver burden. Independent LifeStyle Assistant TM (I.L.S.A.) is a multiagent system that in- corporates a unified sensing model, probabilistically derived situation awareness, hierarchical task network response planning, real-time action selection control, complex coordination, and machine learning. This pa- per describes I.L.S.A's agents and present a scenario of the information flow.

[1]  A. Glascock,et al.  Behavioral Telemedicine: A New Approach to the Continuous Nonintrusive Monitoring of Activities of Daily Living , 2000 .

[2]  Gregory D. Abowd,et al.  The Aware Home: A Living Laboratory for Ubiquitous Computing Research , 1999, CoBuild.

[3]  Robert P. Goldman,et al.  A New Model of Plan Recognition , 1999, UAI.

[4]  F. Steenkeste,et al.  La mise en place d'une technologie pour observer le comportement nocturne des personnes âgées en institution , 2001 .

[5]  Michael C. Mozer,et al.  The Neural Network House: An Environment that Adapts to its Inhabitants , 1998 .

[6]  Thomas A. Wagner Achieving Global Coherence in Multi-Agent Caregiver Systems: Centralized versus Distributed Response Coordination in I.L.S.A.* , 2002 .

[7]  Agostino Poggi,et al.  Jade - a fipa-compliant agent framework , 1999 .

[8]  E. D. Ilsar,et al.  Remote monitoring of health status of the elderly at home. A multidisciplinary project on aging at the University of New South Wales. , 1995, International journal of bio-medical computing.

[9]  Ioannis Pavlidis,et al.  Urban surveillance systems: from the laboratory to the commercial world , 2001, Proc. IEEE.

[10]  Sandeep Chatterjee,et al.  SANI: a seamless and non-intrustive framework and agent for creating intelligent interactive homes , 1998, AGENTS '98.

[11]  T Togawa,et al.  A bed temperature monitoring system for assessing body movement during sleep. , 1988, Clinical physics and physiological measurement : an official journal of the Hospital Physicists' Association, Deutsche Gesellschaft fur Medizinische Physik and the European Federation of Organisations for Medical Physics.

[12]  A. Yamaguchi,et al.  Monitoring behavior in the home using positioning sensors , 1998, Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286).

[13]  Robert P. Goldman,et al.  Probabilistic Plan Recognition for Hostile Agents , 2001, FLAIRS Conference.

[14]  Scott H. Clearwater,et al.  A Multi-Agent System for Controlling Building Environments , 1995, ICMAS.

[15]  Karen Zita Haigh,et al.  Situation-dependent learning for interleaved planning and robot execution , 1998 .

[16]  Gregory D. Abowd,et al.  A Context-Based Infrastructure for Smart Environments , 2000 .

[17]  Bryan Horling,et al.  A multi-agent system for intelligent environment control , 1998 .

[18]  Robin R. Penner,et al.  Dynamic user interface adaptation based on operator role and task models , 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.

[19]  Karen Zita Haigh,et al.  Learning Models of Human Behaviour with Sequential Patterns , 2002 .

[20]  Christopher W. Geib,et al.  An open agent architecture for assisting elder independence , 2002, AAMAS '02.

[21]  A. Sixsmith An evaluation of an intelligent home monitoring system , 2000, Journal of telemedicine and telecare.

[22]  E. Campo,et al.  Smart house automation system for the elderly and the disabled , 1995, 1995 IEEE International Conference on Systems, Man and Cybernetics. Intelligent Systems for the 21st Century.

[23]  J Leikas,et al.  Security alarm system supports independent living of demented persons. , 1998, Studies in health technology and informatics.

[24]  T Togawa,et al.  Physiological monitoring techniques for home health care. , 1992, Biomedical sciences instrumentation.

[25]  Christopher W. Geib,et al.  Problems with Intent Recognition for Elder Care , 2002 .

[26]  Nicholas R. Jennings,et al.  Intelligent agents: theory and practice , 1995, The Knowledge Engineering Review.