Add to ORKGEarly cognitive deterioration can emerge in the form of changes in daily habits and there is a need to go beyond activity recognition for recognising habits and detecting changes in smart homes. In this paper, we propose a system composed of 1) data-driven habit recognition, 2) change detection in the trends of habits, and 3) linguistic descriptions of both habits and changes. Our habit recognition approach relies on both attribute-based analysis and association-based analysis. The generated outputs of the habit recognition and change detection are finally interpreted in linguistic descriptions for the end-users of the system
Independently of the specific task to be enacted in a smart space, it is always crucial to mine a se...
Psychological theories of habit posit that when a strong habit is formed through behavioral repetiti...
At present time, aging of the population is one of the main challenges of the 21st century. The curr...
Early cognitive deterioration can emerge in the form of changes in daily habits and there is a need ...
[[abstract]]Most of the user’s activities are consistent with their habits, therefore in this paper,...
International audienceWith the global population growing older and more vulnerable, healthcare syste...
The smart home has begun playing an important role in supporting independent living by monitoring th...
ndependently of the specific task to be enacted in a smart space, it is always crucial to mine a set...
Abstract. In this paper, we propose an approach to monitor the change in the daily routine of a pers...
International audienceActivity recognition in smart homes is essential when we wish to propose autom...
Dementia is a syndrome consisting of a group of symptoms that cause progressive brain dysfunction an...
Proceeding of: European Conference on Artificial Intelligence (ECAI 2010). Lisbon, Portugal, August,...
People may do the same activity in many different ways hence, modeling and recognizing that activity...
At present time, aging of the population is one of the main challenges of the 21st century. The curr...
Smart home technologies can enable older adults, including those with dementia, to live more indepen...
Independently of the specific task to be enacted in a smart space, it is always crucial to mine a se...
Psychological theories of habit posit that when a strong habit is formed through behavioral repetiti...
At present time, aging of the population is one of the main challenges of the 21st century. The curr...
Early cognitive deterioration can emerge in the form of changes in daily habits and there is a need ...
[[abstract]]Most of the user’s activities are consistent with their habits, therefore in this paper,...
International audienceWith the global population growing older and more vulnerable, healthcare syste...
The smart home has begun playing an important role in supporting independent living by monitoring th...
ndependently of the specific task to be enacted in a smart space, it is always crucial to mine a set...
Abstract. In this paper, we propose an approach to monitor the change in the daily routine of a pers...
International audienceActivity recognition in smart homes is essential when we wish to propose autom...
Dementia is a syndrome consisting of a group of symptoms that cause progressive brain dysfunction an...
Proceeding of: European Conference on Artificial Intelligence (ECAI 2010). Lisbon, Portugal, August,...
People may do the same activity in many different ways hence, modeling and recognizing that activity...
At present time, aging of the population is one of the main challenges of the 21st century. The curr...
Smart home technologies can enable older adults, including those with dementia, to live more indepen...
Independently of the specific task to be enacted in a smart space, it is always crucial to mine a se...
Psychological theories of habit posit that when a strong habit is formed through behavioral repetiti...
At present time, aging of the population is one of the main challenges of the 21st century. The curr...