Proactive Intention Recognition for Home Ambient Intelligence

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Abstract

We explore a coherent combination of two jointly implemented logic programming based systems, namely Evolution Prospection and Intention Recognition, to address issues pertinent for Ambient Intelligence (AmI) in the home environment context. The Evolution Prospection system designs and implements several kinds of well-studied preferences and useful environment-triggering constructs for decision making. These enable a convenient declarative encoding of users’ preferences and needs, and reactive constructs like goal triggering rules. The other system performs intention recognition by means of Causal Bayes Nets and a planner. This approach to intention recognition is appropriate to tackle several AmI issues, such as security and emergency. We also present a novel method for collective intention recognition to allow tackling the case where multiple users are of concern. We exemplify with examples in the elder care domain as it is one typical concern in the home environment context.
Original languageEnglish
Title of host publicationWorkshop Proceedings of the 6th International Conference on Intelligent Environments
EditorsRamón López-Cózar, Hamid Aghajan, Juan C. Augusto, Diane J. Cook, John O'Donoghue, Victor Callaghan, Simon Egerton, Brian D. Johnson
PublisherIOS Press
Pages91-100
Number of pages10
ISBN (Electronic)978-1-60750-639-3
ISBN (Print)978-1-60750-638-6
DOIs
Publication statusPublished - 2010
Event5th Workshop on Artificial Intelligence Techniques for Ambient Intelligence (AITAmI'10) : 6th International Conference on Intelligent Environments: IE2010 - Monash University (Sunway Campus), Kuala Lampur, Malaysia
Duration: 18 Jul 2010 → …

Publication series

NameAmbient intelligence and smart environments
Volume8

Conference

Conference5th Workshop on Artificial Intelligence Techniques for Ambient Intelligence (AITAmI'10)
Country/TerritoryMalaysia
CityKuala Lampur
Period18/07/10 → …
Other5th Workshop on Artificial Intelligence Techniques for Ambient Intelligence (AITAmI'10) at 6th Intl. Conf. Intelligent Environments (IE10)

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